60days-of-udacity

DAY 1 [27/6/19] Completed :

✅ notebooks of differential privacy , sensitivity and differential attack
🔗 https://github.com/souravs17031999/private-ai/blob/master/differential_privacy_attack.ipynb
🔗 https://github.com/souravs17031999/private-ai/blob/master/differential_privacy_sensitvity1.ipynb
📷 pics/d1p1.jpg
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Moving on lesson of local and global differential privacy #l4_loc_glob_diff_priv

Today i would like to encourage @elie.wanko@manishajhunjhunwala7@shashi.gharti@swapnil6195@workwithpurpose@aniketmitra1997 to follow along this path.

#udacityfacebookscholar #60daysofudacity

DAY 2 [28/6/19] Completed :

✅ Project -IV :🔗 https://github.com/souravs17031999/private-ai/blob/master/noise_and_without_noise_db_analysis.ipynb
➡️ I learnt to implement local differential privacy in the database by adding noise to the input data and how it affects the statistics.
✅ Project - V :🔗 https://github.com/souravs17031999/private-ai/blob/master/random_noise_analysis_differential_private_ai.ipynb
➡️ I learnt how to add random noise by adding bias to the coin toss algorithm and how it affects the statistics and observe the changes while i grow the size of dataset.
📷 pics/d2p2.jpg
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I learnt that the idea of differential privacy is to simply block or filter out the results which are unique for a individual in a sensitive dataset and allow and focus more onto learn about the general characteristics of the individuals which is visible across most of the datapoints in the dataset.

Moving onto Project for global differential privacy. Today i would like to encourage @elie.wanko@manishajhunjhunwala7@shashi.gharti@swapnil6195@workwithpurpose@aniketmitra1997 to follow along this path.

#udacityfacebookscholar #60daysofudacity

DAY 3 [29/6/19] Completed :

✔️ Project -VI :🔗 https://github.com/souravs17031999/private-ai/blob/master/adding_laplacian_noise_global_diff_privacy.ipynb
➡️ I learnt to implement global differential privacy in the database by adding laplacian noise to the output of query function and how it affects the statistics.
✔️ Completed the #l4_loc_glob_diff_priv
➡️ I learnt how to add random noise either in the input of the data points or in the output of the query function and then analysing epsilon and delta parameter from formal definition of differential privacy.
✔️ Collected 8 questions for #l2_intro_diff_privacy for fatqs - secure and private ai.
🔗 https://fatqs-private-and-secure-ai.herokuapp.com/src/lesson.php?id=1V3Ny7jzXgQ5fDHohy7CzomvIyWJ8WUaTm-iJRRjDa3w&title=%3Cb%3ELesson%202:%3C/b%3E%20Introducing%20Differential%20Privacy
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Moving onto #l5_diff_privacy_dl . Today i would like to encourage @elie.wanko@manishajhunjhunwala7@shashi.gharti@swapnil6195@workwithpurpose@aniketmitra1997 to follow along this path.

#udacityfacebookscholar #60daysofudacity

DAY 4 [30/6/19] Completed :

✔️ Written a medium article on " idea of differential privacy "under Secure And Private Ai publication -
🔗 https://medium.com/secure-and-private-ai-writing-challenge/idea-of-differential-privacy-and-why-is-it-important-5fccad64a1a …
✔️ Participated in Kahoot Quiz
🔗 https://docs.google.com/spreadsheets/d/1NFwH2rUfznDe3NCdzaLBgN6xxHRMJnMvkzryCVobqIA/edit
✔️ Started #l5_diff_privacy_dl
📷 pics/d4p1.jpg
📷 pics/d4p2.jpg
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Today i would like to encourage @elie.wanko@manishajhunjhunwala7@shashi.gharti@swapnil6195@workwithpurpose@aniketmitra1997 to follow along this path.

#udacityfacebookscholar #60daysofudacity

DAY 5 [1/7/19] Completed :

✅ Project -VII :🔗 https://github.com/souravs17031999/private-ai/blob/master/annotating_unlabelled_dataset_using_dp_query.ipynb
➡️ Today , i learnt what was the purpose of all the previous lessons as all the topics like creating private databases , calculating sensitivity for queries and adding noise were totally relatable to the deep learning context. I learnt that if we have unlabelled dataset then to annotate them with labels we can simply follow few steps - firstly we need to find similar organisations having same kind of datasets and they all have same kind of labels and then they train their models on their private datasets and give predictions , then i use that all that predictions to find the most highest prediction and then using DP query , i label them finally.
✅ participated in #reading_paper_discuss quiz on Cynthia Dwork's Book chapter 1 and chaper 2 reading material and scored 70% .
🔗 https://github.com/AceEviliano/Reading-Facebook-Secure-and-Private-AI-Scholarship
✅ Participated in #ama_sessions from 5:00 pm to 6:00 pm. (IST)
🔗 https://docs.google.com/document/d/1TFoA-wRg-7exiBvqiFfjV52OFkmRdc9_q1Oq88If0qM/edit?usp=sharing
📷 pics/d5p1.jpg
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Moving onto finishing #l5_diff_privacy_dl differential privacy for deep learning.

Today, I would like to encourage @aniketmitra1997@swapnil6195 to follow along.

#udacityfacebookscholar #60daysofudacity

DAY 6 [2/7/19] Completed :

✅ Project -VII :🔗 https://github.com/souravs17031999/private-ai/blob/master/annotating_unlabelled_dataset_using_dp_query.ipynb
➡️ I learnt how to take private datasets (teacher models sensitive data) and use it to annotate unlabelled datasets.
✅ Project - VIII :🔗 https://github.com/souravs17031999/private-ai/blob/master/PATE_ANALYSIS_AND_IMPLEMENTATION.ipynb
➡️ I learnt and read about PATE analysis , done pate analysis on randomly generated datasets and now going on to implementing on MNIST dataset.
✅ Answered several questions on #l4_loc_glob_diff_priv , #l5_diff_privacy_dl and #beginners .
✅ Watched guest videos in #l5_diff_privacy_dl
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Today i would like to encourage @elie.wanko@manishajhunjhunwala7@shashi.gharti@swapnil6195@workwithpurpose@aniketmitra1997 to follow along this path.

#udacityfacebookscholar #60daysofudacity

DAY 7 [3/7/19] Completed :

✅ Started Federated learning #l6_federated_learning
🔗 I Watched the lessons 7.1 - 7.6 , https://github.com/souravs17031999/private-ai/blob/master/Section%202%20-%20Federated%20Learning.ipynb
✅ Read research paper from #reading_paper_discuss on topic : Differentially Private Federated Learning: A Client Level Perspective
🔗 https://arxiv.org/pdf/1712.07557.pdf
✅ Scored 90% in the quiz on the above mentioned paper organised by Papers Discussion Club
🔗 https://github.com/papersdclub/Differentially_private_federated_learning
📷 pics/d7p1.jpg
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Today i would like to encourage @elie.wanko@manishajhunjhunwala7@shashi.gharti@swapnil6195@workwithpurpose@aniketmitra1997 to follow along this path.

#udacityfacebookscholar #60daysofudacity

DAY 8 [4/7/19] Completed :

✅ Federated Learning : completed 7.6 - 7.9
🔗 https://lnkd.in/fS34hwt
✅ Participated and Answered several questions on #ama_sessions and cleared few my doubts.
✅ Started reading research paper on GAN (Generative Adversarial Nets) #reading_paper_discuss - Papers Discussion Club
🔗 https://lnkd.in/f8ittNH
📷 pics/d8p1.jpg
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Today, i would like to encourage @elie.wanko@manishajhunjhunwala7@shashi.gharti@aniketmitra1997@kengying5@yemissi.kifouly@carlo12david to follow along.

#udacityfacebookscholar #60daysofudacity

DAY 9 [5/7/19] Completed :

✅ Revision Of Federated Learning Lessons 7.1 - 7.9
🔗 https://lnkd.in/fS34hwt
✅ Read Florian Hartmann (Google AI researcher) thesis on federated learning
🔗 https://lnkd.in/fEenUZA
✅ Continuing on reading GAN research paper #reading_paper_discuss papers discussion club
🔗 https://lnkd.in/f8ittNH
📷 pics/d9p1.jpg
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Today i would like to encourage @elie.wanko@manishajhunjhunwala7@shashi.gharti@aniketmitra1997@kengying5@yemissi.kifouly@carlo12david to follow along and post their updates.

#udacityfacebookscholar #60daysofudacity

DAY 10 [6/7/19] Completed :

Updated and completed following repo of federated learning :
✅ Project -IX : federated learning using PySyft and Pytorch
🔗 https://lnkd.in/fbiJxRX
✅ Project - X : Applying federated learning on simple linear model for training
🔗 https://lnkd.in/f4_ZTar
✅ Got 3rd position in QOTW competition #motivation
➡️ Talked and discussed about plans for our group channel #sg_dlstarguys
📷 pics/d10p1.jpg
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I would like to encourage today @aniketmitra1997@shashi.gharti@manishajhunjhunwala7@elie.wanko@carlo12david@kengying5@yemissi.kifouly@labknr98@17ucs092@swapnil6195@garg4.ag@george.christ1987@workwithpurpose@sankalpdayal5 to follow and post their updates.

#udacityfacebookscholar #60daysofudacity

DAY 11 [7/7/19] Completed :

✅ Written a medium article for Secure And Private AI publication on "Federated Learning"
🔗 https://medium.com/secure-and-private-ai-writing-challenge/federated-learning-securing-the-data-of-users-3c939bace398
✅ Participated in Kahoot quiz and won , came 1st .
🔗 https://secureprivataischolar.slack.com/archives/CJSCX4WAZ/p1562505188155300
✅ Solved Maths problems in #math_help , initiative by @Swapnil Gaikwad
🔗 https://secureprivataischolar.slack.com/archives/CKRP153JS/p1562433222354100
✅ Attended first virtual meetup organised by @Aniket Mitra for our study group #sg_dlstarguys and discussed the plans and agenda. 🔗 https://secureprivataischolar.slack.com/archives/CL7PWDFJS/p1562509655083900
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Thanks and big shoutout to all @nabhanpv @Aniket Mitra @Archit @Shanmugapriya @Shikhar Vaish @Aarthi Alagammai @Akshay Pal @Salomon @Fadillah Bilqis @Bhanu Prakash Uchula

I would lie to encourage @Aniket Mitra @Archit @Manisha @Varez.W @Shashi Gharti @Yemi @Anna Scott @Sky @Carlo David @Agata @George Christopoulos @Sankalp Dayal @Mohit @Michael Sheinman @Mohona @Labiba @nabhanpv to post their updates as well.

#udacityfacebookscholar #60daysofudacity

DAY 12 [8/7/19] Completed :

✅ Project -XI : Federated learning on toy dataset , advanced tensor operations and pointer chain operations
🔗 https://github.com/souravs17031999/private-ai/blob/master/federated_learning_advanced_remote_tensoroperations.ipynb
✅ Working on final project for #l6_federated_learning
✅ Started course of maths for machine learning - Mathematics for Machine Learning: Linear Algebra
🔗 https://www.coursera.org/learn/linear-algebra-machine-learning/home/welcome
✅ Answered several questions on #ama_sessions
🔗 https://docs.google.com/document/d/1TFoA-wRg-7exiBvqiFfjV52OFkmRdc9_q1Oq88If0qM/edit?usp=sharing
📷 pics/d12p1.jpg
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Today , I would like to encourage @Varez.W @Manisha @Shashi Gharti @Archit @Mohit @Michael Sheinman @George Christopoulos @Anna Scott @Sky @Carlo David @Aniket Mitra @Shanmugapriya @Aarthi Alagammai @Alejandro Galindo @Alejandro Aristizábal @Alejandro Galindo @Labiba @Sankalp Dayal @nabhanpv @Yemi @Carlo David

#udacityfacebookscholar #60daysofudacity

DAY 13 [9/7/19] Completed :

✅ Completed all notebooks for federated learning #l6_federated_learning and working for final project.
🔗 https://github.com/souravs17031999/private-ai
✅ Updated 60daysofudacity repo on github including all updates
🔗 https://github.com/souravs17031999/60days-of-udacity
✅ Read medium article on data exploration
🔗 https://towardsdatascience.com/exploratory-data-analysis-getting-started-6860b6df923
✅ Read articles from Cezanne Camacho blog on CNN's
🔗 https://cezannec.github.io/
✅ Discussed plans for this week in our group #sg_dlstarguys
🔗 join here : #sg_dlstarguys
📷 pics/d13p1.jpg
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I would like to encourage @Varez.W @Archit @Sky @Aniket Mitra @Carlo David @Shashi Gharti @Labiba @Anna Scott @Michael Sheinman @Shashi Gharti @Shanmugapriya @George Christopoulos @Mohit @Yemi @Munira Omar @Shubhangi Jena @Manisha to follow and post their updates.

#udacityfacebookscholar #60daysofudacity

DAY 14 [10/7/19] Completed :

✅ Working on to completing the final project of Federated Learning #l6_federated_learning
🔗 https://colab.research.google.com/drive/1NOwbD8UQ8nerVAKPygJ5-OpK62CsSujr
✅ Solved Numpy problems , initiative on #general by @Aisha Javed
🔗 https://secureprivataischolar.slack.com/archives/CJSCX4WAZ/p1562726969463500
✅ Started solving Maths set 2 quiz #math_help by @Swapnil Gaikwad
🔗 https://secureprivataischolar.slack.com/archives/CKRP153JS/p1562658674409500
✅ Read awesome medium article on a new perspective on underfitting and overfitting in neural networks
🔗 https://towardsdatascience.com/what-borges-can-tech-us-about-overfitting-and-underfitting-in-deep-learning-models-7b79ac077f6d
✅ Discussed with my teammates for my first kaggle project
📷 pics/d14p1.jpg
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Today , i encourage Elie Varez@Shashi Gharti @Manisha @Sky @Mohit @Michael Sheinman @Yemi @Labiba @Archit @Arka Anna Scott Sankalp Dayal@George Christopoulos @Aniket Mitra @Carlo David @Ritul @nabhanpv Agata Gruza

#udacityfacebookscholar #60daysofudacity

DAY 15 [11/7/19] Completed :

✅ Completed Federated Learning Project
🔗 https://github.com/souravs17031999/private-ai/blob/master/Section%202%20-%20Federated%20Learning.ipynb
✅ Started #l7_sec_federtd_learn
🔗 https://github.com/souravs17031999/private-ai/blob/master/Section%203%20-%20Securing%20Federated%20Learning.ipynb
✅ Solved Maths problems Set - 2 quiz #math_help
🔗 https://secureprivataischolar.slack.com/archives/CKRP153JS/p1562658674409500
✅ Achieved 500+ views and 120+ claps On Medium
🔗 check out : https://medium.com/@sauravkumarsct
✅ Attended virtual meetup of #sg_caffeine_coders and discussed agendas and plans for the projects. Thanks to all those who attended and huge shoutout to Khush Patel Nishant Bharat Labiba Kanij Kapil Chandorikar @Aditya kumar @Droid Sourav Das @Shahana Aarthi Alagammai@Oudarjya Sen Sarma Anne Bonner
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I would like to encourage @Aniket Mitra Archit Garg @George Christopoulos Sankalp Dayal Labiba Kanij @Sky @Carlo David @Manisha Elie Varez Shashi Gharti Mohit Tiwari Anna Scott Mike Yo @Ritul @Yemi Agata Gruza Aisha Javed@Alejandro Aristizábal@nabhanpv Alejandro Galindo Medina Shashank Jain

#udacityfacebookscholar #60daysofudacity

DAY 16 [12/7/19] Completed :

✅ Completed Project on Hot dog or not Hot dog kaggle problem with 90% accuracy (hoping to do more tomorrow) 🙂
🔗 https://github.com/souravs17031999/Projects-kaggle-problems-60daysofudacity/blob/master/hot_dog_or_not_dog.ipynb
✅ Completed 8.1 - 8.3 in #l7_sec_federtd_learn
🔗 https://github.com/souravs17031999/private-ai/blob/master/Section%203%20-%20Securing%20Federated%20Learning.ipynb
✅ Watched google I/O '19 , federated learning videos
🔗 https://www.youtube.com/watch?v=89BGjQYA0uE
✅ Learning mathematical intuition through 3blue1brown Maths series on linear algebra
🔗 https://www.youtube.com/playlist?list=PLZHQObOWTQDPD3MizzM2xVFitgF8hE_ab
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📷 pics/d16p5.jpg Today , i encourage @Arka Archit Garg @George Christopoulos Elie Varez Manisha Jhunjhunwala Shashi Gharti @Aniket Mitra @Michael Sheinman Anna Scott @Ana Anne Bonner Carlo David @Ritul Labiba Kanij @Sabrina Sumanyu RoshaSankalp Dayal @Alejandro Aristizábal @Alejandro Galindo Nabhan Abdulla Aisha Javed Shashank Jain

#udacityfacebookscholar #60daysofudacity

DAY 17 [13/7/19] Completed :

✅ GAN Paper read and attemped quiz #reading_paper_discuss papers_discussion_club , scored 13/15 (86.7 %)
🔗 https://papersdclub.github.io/
🔗 https://papers.nips.cc/paper/5423-generative-adversarial-nets.pdf
✅ Working on Virtual Hackathon project #sg_hackathon-orgnizrs ( can't post the link due to privacy concerns, photos will suffice)
✅ Working on coursera course week -2 Maths for machine learning - linear algebra
🔗 https://www.coursera.org/learn/linear-algebra-machine-learning/lecture/145u7/modulus-inner-product
✅ participated in kahoot quiz online based on #l4_loc_glob_diff_priv but could not complete due to network issues
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Today , i encourage @Arka @Archit @George Christopoulos @Varez.W @Manisha @Shashi Gharti @Aniket Mitra @Michael Sheinman @Anna Scott @Ana @anne @Carlo David @Ritul @Labiba @Sabrina @Sumanyu Rosha @Sankalp Dayal @Alejandro Aristizábal @Alejandro Galindo @nabhanpv @nabhanpv @Aisha Javed @Shashank Jain @Munira Omar @Amina Assouane @Ana @Dharmendra Choudhary @Marce @Ursula Perez

#udacityfacebookscholar #60daysofudacity

DAY 18 [14/7/19] Completed :

✅ Working on hackathon #sg_hackathon-orgnizrs almost completed !
🔗 https://www.kaggle.com/spaics/hackathon-blossom-flower-classification
✅ attempted quiz - 2 #reading_paper_discuss SPAIC reading community
✅ participated in kahoot quiz
✅ completing the week - 2 of maths for machine learning - linear algebra
🔗 https://www.coursera.org/learn/linear-algebra-machine-learning/home/week/2
📷 pics/d18p1.jpg
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Today , i encourage @Arka @Archit @George Christopoulos @Varez.W @Manisha @Shashi Gharti @Aniket Mitra @Michael Sheinman @Anna Scott @Ana @anne @Carlo David @Ritul @Labiba @Sabrina @Sumanyu Rosha @Sankalp Dayal @Alejandro Aristizábal @Alejandro Galindo @nabhanpv @nabhanpv @Aisha Javed @Shashank Jain @Munira Omar @Amina Assouane @Ana @Dharmendra Choudhary @Marce @Ursula Perez

#udacityfacebookscholar #60daysofudacity

DAY 19 [15/7/19] Completed :

✅ Lessons on secured federated learning 8.3 - 8.6 #l7_sec_federtd_learn
🔗 https://github.com/…/Section%203%20-%20Securing%20Federated…
✅ Completed Hackathon #sg_hackathon-orgnizrs on Classifying 102 flower species ( will post the kernel link after the deadline !)
🔗 https://www.kaggle.com/…/hackathon-blossom-flower-classific…
✅ Answered several questions on #ama_sessions
✅ Watched and participated in webinar by Robert Wagner , asked questions and got answers !
🔗 https://www.youtube.com/watch?v=9D_jxOMZmRI
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Today , i encourage @Arka @Archit @George Christopoulos @Varez.W @Manisha @Shashi Gharti @Aniket Mitra @Michael Sheinman @Anna Scott @Ana @anne @Carlo David @Ritul @Labiba @Sabrina @Sumanyu Rosha @Sankalp Dayal @Alejandro Aristizábal @Alejandro Galindo @nabhanpv @nabhanpv @Aisha Javed @Shashank Jain @Munira Omar @Amina Assouane @Ana @Dharmendra Choudhary @Marce @Ursula Perez @Ivy

#udacityfacebookscholar #60daysofudacity

DAY 20 [16/7/19] Completed :

✅Project - XIII : Completed all the mini projects and all lessons #l7_sec_federtd_learn . Working on Final project.
🔗 https://github.com/souravs17031999/private-ai/blob/master/secured_federated_learning.ipynb
✅ Submitted kernel for Virtual Hackathon - Hackathon Blossom (Flower Classification) . Learnt a lot , thanks @Ivy @Munira Omar @Amina Assouane.
🔗 Dataset : https://www.kaggle.com/spaics/hackathon-blossom-flower-classification
🔗 Kernel (now public) : https://www.kaggle.com/souravs17031999/flower-classification-hackathon
✅ Reading paper for first activity #sg_caffeine_coders - "Deep Learning with Differential Privacy"
🔗 https://arxiv.org/pdf/1607.00133.pdf
✅ Read cryptographic techniques with machine learning blog
🔗 https://mortendahl.github.io/2017/06/04/secret-sharing-part1/
✅ Discussed and explored ideas with my group Sumanyu Rosha Labiba Kanij @Sabrina on Emotion classification using NLP #sg_caffeine_coders
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📷 pics/d20p6.jpg Today , i encourage @Arka Archit Garg @George Christopoulos Elie Varez Manisha Jhunjhunwala Shashi Gharti@Aniket Mitra Mike Yo Anna Scott @Ana Anne Bonner@Carlo David @Ritul Labiba Kanij @Sabrina Sumanyu Rosha Sankalp Dayal @Alejandro Aristizábal @Alejandro Galindo Nabhan Abdulla Aisha Javed Shashank Jain Munira Omar @Amina Assouane @Ana @Dharmendra Choudhary @Marce @Ursula Perez Ivoline Ngong Agata Gruza #udacityfacebookscholar #60daysofudacity

DAY 21 [17/7/19] Completed :

✅ Started #l8_encrypted_dl completed 8.1 , 8.2
✅ Project -XIV : Implementing secret sharing techniques to arithmetic operations like addition, subtraction , scalar multiplication
🔗 https://github.com/…/encrypted_deep_learning_addition_subtr…
✅ Reading ongoing on paper - Differential privacy for deep learning
🔗 https://arxiv.org/pdf/1607.00133.pdf
✅ working on dog breed classification kaggle project
🔗 https://www.kaggle.com/c/dog-breed-identification/data
✅ Read blog - https://medium.com/dr…/secret-sharing-explained-acf092660d97
✅ Solved Python Learning Initiative questions , initiative by @Aisha Javed @Shashank Jain
🔗 https://secureprivataischolar.slack.com/…/CJSCX4WAZ/p156337…
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Today , i encourage @Arka @Archit @George Christopoulos @Varez.W @Manisha @Shashi Gharti @Aniket Mitra @Michael Sheinman @Anna Scott @Ana @anne @Carlo David @Ritul @Labiba @Sabrina @Sumanyu Rosha @Sankalp Dayal @Alejandro Aristizábal @Alejandro Galindo @nabhanpv @nabhanpv @Aisha Javed @Shashank Jain @Munira Omar @Amina Assouane @Ana @Dharmendra Choudhary @Marce @Ursula Perez @Ivy @Agata [OR, USA]

#udacityfacebookscholar #60daysofudacity

DAY 22 [18/7/19] Completed :

✅Completed 9.1, 9.2, 9.3 #l8_encrypted_dl
✅ Project - XV : implementing encrypted computations using pysyft and encrypted database
🔗 https://lnkd.in/fCTY-GS
✅ Took part and solved questions in Python Learning Initiative DAY 10, by @Aisha Javed @Shashank Jain
🔗 https://lnkd.in/fvPKq2E
✅ Answered Several Questions in #ama_sessions
🔗 check the docs : http://bit.ly/spaic-ama
✅ Working on dog breed classification project
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Today , i encourage @Arka @Archit @George Christopoulos @Varez.W @Manisha @Shashi Gharti @Aniket Mitra @Michael Sheinman @Anna Scott @Ana @anne @Carlo David @Ritul @Labiba @Sabrina @Sumanyu Rosha @Sankalp Dayal @Alejandro Aristizábal @Alejandro Galindo @nabhanpv @nabhanpv @Aisha Javed @Shashank Jain @Munira Omar @Amina Assouane @Ana @Dharmendra Choudhary @Marce @Ursula Perez @Ivy @Agata [OR, USA]

#udacityfacebookscholar #60daysofudacity

DAY 23 [19/7/19] Completed :

✅ 🎉 Finally completed the Secure And Private AI Challenge course today :celebrate:
✅ Project - XVI: implementing encrypted deep learning using pysyft
🔗 https://github.com/souravs17031999/private-ai/blob/master/encrypted_deep_learning_in_pysyft.ipynb
✅ Still reading paper on Deep learning With Differential Privacy (contains much maths)
🔗 https://arxiv.org/pdf/1607.00133.pdf
✅ Started Working on keystone Project
✅ participated and solved question Day 13 #sg_pytorch_begin
🔗 https://secureprivataischolar.slack.com/archives/CL55WHVV2/p1563548071086100?thread_ts=1563539006.085900&cid=CL55WHVV2
✅ Attended Understanding the new AZ-103: Microsoft Azure Administrator webinar by Cognixia
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Today , i encourage @Arka @Archit @George Christopoulos @Varez.W @Manisha @Shashi Gharti @Aniket Mitra @Michael Sheinman @Anna Scott @Ana @anne @Carlo David @Ritul @Labiba @Sabrina @Sumanyu Rosha @Sankalp Dayal @Alejandro Aristizábal @Alejandro Galindo @nabhanpv @nabhanpv @Aisha Javed @Shashank Jain @Munira Omar @Amina Assouane @Dharmendra Choudhary @Marce @Ursula Perez @Ivy @Agata [OR, USA] @Swapnil Gaikwad @Mohona @Mohit

#udacityfacebookscholar #60daysofudacity

DAY 24 [20/7/19] Completed :

✅ Working on Virtual Hackathon #sg_hackathon-orgnizrs
🔗 https://www.kaggle.com/c/virtual-hack
✅ Completed Week -2 of Coursera course Maths for Machine Learning , group activity of #sg_dlstarguys
🔗 https://www.coursera.org/learn/linear-algebra-machine-learning/home/week/2
✅ Discussed about datasets for Emotion recognition through NLP #sg_caffeine_coders
✅ Got Second Place In GAN quiz #reading_paper_discuss 🎉
🔗 https://secureprivataischolar.slack.com/archives/CKREEFSNT/p1563595322007700 Congrats to @Diego for winning the title ! and @Berenice for designing awesome logo for winners !🎉
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https://secureprivataischolar.slack.com/archives/CKREEFSNT/p1563595322007700Today , I encourage @Arka @Archit @George Christopoulos @Varez.W @Manisha @Shashi Gharti @Aniket Mitra @Michael Sheinman @Anna Scott @Ana @anne @Carlo David@Ritul @Labiba @Sabrina @Sumanyu Rosha @Sankalp Dayal @Alejandro Aristizábal @Alejandro Galindo @nabhanpv @nabhanpv @Aisha Javed@Shashank Jain @Munira Omar@Amina Assouane @Dharmendra Choudhary @Marce @Ursula Perez @Ivy@Agata [OR, USA] @Swapnil Gaikwad @Mohona @Mohit Keep going guys and give your best shot !

#udacityfacebookscholar #60daysofudacity

DAY 25 [21/7/19] Completed :

✅ Working on Virtual Hackathon #sg_hackathon-orgnizrs
🔗 https://www.kaggle.com/c/virtual-hack
✅ Written medium article 6️⃣ on "Data Augmentation" under Secure And Private AI publication
🔗 https://medium.com/…/data-augmentation-increases-accuracy-o…
✅ Participate in Kahoot Quiz on #l5_diff_privacy_dl
✅ Started Week - 3 of coursera course maths for machine learning #sg_dlstarguys
🔗 https://www.coursera.org/…/linear-algebra-machi…/home/week/3
✅ Reading Chapter -3 summary from cynthia Dwork's book from notes by @Rishi S Rao
🔗 https://github.com/…/master/Chapter%203%20-%20Part%20I.ipynb
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Today , I encourage @Arka @Archit @George Christopoulos @Varez.W @Manisha @Shashi Gharti @Aniket Mitra @Michael Sheinman @Anna Scott @Ana @anne @Carlo David @Ritul @Labiba @Sabrina @Sumanyu Rosha @Sankalp Dayal @Alejandro Aristizábal @Alejandro Galindo @nabhanpv @nabhanpv @Aisha Javed@Shashank Jain @Munira Omar @Amina Assouane @Dharmendra Choudhary @Marce @Ursula Perez@Ivy@Agata [OR, USA] @Swapnil Gaikwad @Mohona @Mohit Keep going guys and give your best shot ! 🚀

#udacityfacebookscholar #60daysofudacity

DAY 26 [22/7/19] Completed :

✅ Completed working on Virtual Hackathon #sg_hackathon-orgnizrs - Stanford Cars dataset image classification. Thanks for organizing @Munira Omar @Ivy @Mohona @Mushrifah Hasan @Amina Assouane Dataset :
🔗 https://www.kaggle.com/c/virtual-hack
🔗 https://www.kaggle.com/souravs1…/newtech-covenant-auto-matic
✅ Completed cynthia Dwork chapter - 3 Basic Techniques and Composition Theorems
🔗 https://www.cis.upenn.edu/~aaroth/Papers/privacybook.pdf
✅ Completed SPARC quiz -3 #reading_paper_discuss
✅ Attended Virtual meetup with awesome cool guys #sg_dlstarguys , talked and discussed about various initiatives. Thanks for hosting @Labiba @Mohona. @Michael Sheinman @Govind @Muhammad Wajahat @Aarthi Alagammai @Dammy @Ashish Shrivastava @Sushil Ghimire
✅ Writing medium article on paper Deep learning with differential privacy for group activity #sg_caffeine_coders
✅ Answered several questions in today's #ama_sessionsToday ,
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I encourage @Arka @Archit @George Christopoulos @Varez.W @Manisha @Shashi Gharti @Aniket Mitra @Michael Sheinman @Anna Scott @Ana @anne @Carlo David@Ritul @Labiba @Sabrina @Sumanyu Rosha @Sankalp Dayal @Alejandro Aristizábal @Alejandro Galindo @nabhanpv @Aisha Javed@Shashank Jain @Munira Omar @Amina Assouane @Dharmendra Choudhary @Marce @Ursula Perez @Ivy@Agata [OR, USA] @Swapnil Gaikwad @Mohona @Mohit @Aarthi Alagammai @Shanmugapriya @Govind @Frida@LauraT @Yemi

#udacityfacebookscholar #60daysofudacity

DAY 27 [23/7/19] Completed :

✅ Collected dataset for Smog Detection project for #sg_planetearth
🔗 https://github.com/souravs17031999/SmogDetection
✅ Working on Week -3 coursera course : Maths specialization for machine learning - linear algebra #sg_dlstarguys
🔗 https://www.coursera.org/…/linear-algebra-mach…/home/welcome
✅ Started reading paper - Image Super-Resolution Using Deep Convolutional Networks papers discussion club#reading_paper_discuss
🔗 https://arxiv.org/pdf/1501.00092.pdf
✅ Writing medium article on complete summary of Deep learning with differential privacy research paper activity for #sg_caffeine_coders ( will post the link after submission)
✅ Discussed about projects and about scheduling first meetup discussion for NLP project emotion recognition #sg_caffeine_coders with awesome friends @Sabrina @Sumanyu Rosha @LabibaToday
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I encourage @Arka @Archit @George Christopoulos @Varez.W @Manisha @Shashi Gharti @Aniket Mitra @Michael Sheinman @Anna Scott @Ana @anne @Carlo David @Ritul @Labiba @Sabrina @Sumanyu Rosha @Sankalp Dayal @Alejandro Aristizábal @Alejandro Galindo @nabhanpv @Aisha Javed@Shashank Jain@Munira Omar @Amina Assouane @Dharmendra Choudhary @Marce @Ursula Perez @Ivy@Agata [OR, USA] @Swapnil Gaikwad @Mohona @Mohit @Aarthi Alagammai @Shanmugapriya @Govind@Frida@LauraT @Yemi @Helena Barmer @Nishant Bharat @Shubhangi Jena @Fustincho @Dustin Gogoll@Sourav @Nirupama Singh @Pranjal Chaubey @Dammy @Henrique Mello @Calincan Mircea Ioan@Diganta @Ashish Shrivastava @Govind @Muhammad Wajahat @Sayed Maheen Basheer @Shudipto Trafder@Karan Kishinani @Dimple Bhuta @Aarthi Alagammai @Shanmugapriya @Sushil Ghimire

#udacityfacebookscholar #60daysofudacity

DAY 28 [24/7/19] Completed :

✅ Collected today more dataset for Smog Detection project for #sg_planetearth
🔗 https://github.com/souravs17031999/SmogDetection
✅ Written my 7️⃣th medium article , this time for #sg_caffeine_coders activity on research paper : " Deep learning with differential privacy "
🔗 https://medium.com/secure-and-private-ai-writing-challenge/summary-of-deep-learning-with-differential-privacy-d7ffa2033e8f
✅ Won MatheMagic challenge - I for medium article on " Playing with Backpropogation algorithm intuition "
🔗 https://medium.com/secure-and-private-ai-writing-challenge/playing-with-backpropagation-algorithm-intuition-10c42578a8e8
✅ Still Reading research paper : " Image Super-Resolution Using Deep Convolutional Networks "
🔗 https://arxiv.org/pdf/1501.00092.pdf
✅ Working on week - 3 coursera maths for machine learning #sg_dlstarguys
🔗 https://www.coursera.org/learn/linear-algebra-machine-learning/home/welcome
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Encouraging all my awesome friends @Arka @Archit @George Christopoulos @Varez.W @Manisha @Shashi Gharti @Aniket Mitra @Michael Sheinman @Anna Scott @Ana @anne@Carlo David @Ritul @Labiba @Sabrina @Yemi @Sumanyu Rosha @Sankalp Dayal @Alejandro Aristizábal @Alejandro Galindo @nabhanpv @Aisha Javed@Shashank Jain @Munira Omar@Amina Assouane @Dharmendra Choudhary @Marce @Ursula Perez @Ivy@Agata [OR, USA] @Swapnil Gaikwad @Mohona @Mohit @Aarthi Alagammai @Shanmugapriya@Govind@Frida@LauraT @Yemi @Helena Barmer @Nishant Bharat @Shubhangi Jena @Fustincho @Dustin Gogoll@Sourav @Nirupama Singh @Pranjal Chaubey @Dammy@Henrique Mello @Calincan Mircea Ioan@Diganta @Ashish Shrivastava @Govind @Muhammad Wajahat @Sayed Maheen Basheer @Shudipto Trafder @Karan Kishinani @Dimple Bhuta @Aarthi Alagammai @Shanmugapriya @Sushil Ghimire @Sumanyu Rosha @Samuela Anastasi @Mariia Denysenko @Akash Antony @Akshay Pal " When you feel like quitting , remember it's most of the time you are very close to your goal "

#udacityfacebookscholar #60daysofudacity

DAY 29 [25/7/19] Completed :

✅ Improved my hot dog - not hot dog classifier model from 88 % to 92.8 % testing accuracy and 94.7 % validation accuracy. Thanks @Arka for suggestions.
🔗 https://github.com/souravs17031999/kaggle-problems-60daysofudacity/blob/master/hot_dog_or_not_dog.ipynb
✅ Working on #sg_project-t-shirt project
🔗 https://pytorch.org/tutorials/advanced/neural_style_tutorial.html
✅ Read this awesome article on visualizing style transfer :
🔗 https://towardsdatascience.com/neural-style-transfer-and-visualization-of-convolutional-networks-7362f6cf4b9b
✅ Still reading paper - " Image Super-Resolution Using Deep Convolutional Networks "
🔗 https://arxiv.org/pdf/1501.00092.pdf
✅ Answered several questions on #ama_sessions
✅ Participated in initiative #tidbits by @Mansi Goyal
✅ Discussing with awesome group of people about cool competitions on #sg_dlstarguys and #math_help !
🔗 Track the complete progress here : https://github.com/souravs17031999/60days-of-udacity
🔗 Complete notebooks for the challenge course : https://github.com/souravs17031999/private-ai
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Encouraging all my awesome friends @Arka @Archit @George Christopoulos @Varez.W @Manisha @Shashi Gharti @Aniket Mitra @Michael Sheinman @Anna Scott @Ana@anne@Carlo David @Ritul @Labiba@Sabrina @Yemi @Sumanyu Rosha @Sankalp Dayal @Alejandro Aristizábal @Alejandro Galindo @nabhanpv@Aisha Javed@Shashank Jain@Munira Omar@Amina Assouane @Dharmendra Choudhary @Marce@Ursula Perez @Ivy@Agata [OR, USA] @Swapnil Gaikwad @Mohona @Mohit @Aarthi Alagammai@Shanmugapriya@Govind@Frida@LauraT @Yemi @Helena Barmer @Nishant Bharat @Shubhangi Jena@Fustincho @Dustin Gogoll@Sourav @Nirupama Singh@Pranjal Chaubey @Dammy@Henrique Mello@Calincan Mircea Ioan@Diganta @Ashish Shrivastava @Govind @Muhammad Wajahat @Sayed Maheen Basheer @Shudipto Trafder @Karan Kishinani @Dimple Bhuta @Aarthi Alagammai @Shanmugapriya @Sushil Ghimire @Sumanyu Rosha @Samuela Anastasi @Mariia Denysenko @Akash Antony@Akshay Pal @Aleksandra Deis

#udacityfacebookscholar #60daysofudacity

DAY 30 [26/7/19] Completed :

✅ Participated and solved questions for Udaquest in #general by @Aisha Javed and @Shashank Jain
🔗 https://secureprivataischolar.slack.com/archives/CJSCX4WAZ/p1564084786371200
✅ Solved questions on #sg_pytorch_begin by @Mariia Denysenko
🔗 https://secureprivataischolar.slack.com/archives/CL55WHVV2/p1564091070042600
✅ Explored and worked for the first time with Inception V3 model (started with small dataset - hot dog or not hot dog)
🔗 https://github.com/souravs17031999/kaggle-problems-60daysofudacity/blob/master/hot_dog_not_hotdog_inceptionv3.ipynb
✅ Understanding pytorch neural style transfer tutorials
🔗 https://pytorch.org/tutorials/advanced/neural_style_tutorial.html
✅ Won article writing competition on #sg_caffeine_coders on writing a summary on the paper - " Deep learning with differential privacy "
🔗 check out the article here : https://medium.com/secure-and-private-ai-writing-challenge/summary-of-deep-learning-with-differential-privacy-d7ffa2033e8f
🔗 paper and citations : https://arxiv.org/pdf/1607.00133.pdf
✅ Attending 3 day ML bootcamp
🔗 https://www.facebook.com/groups/LearnML2019/
🔗 Track the complete progress here : https://github.com/souravs17031999/60days-of-udacity
🔗 Complete notebooks for the challenge course : https://github.com/souravs17031999/private-ai
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Encouraging all my awesome friends @Arka @Archit @George Christopoulos @Varez.W @Manisha @Shashi Gharti @Aniket Mitra @Michael Sheinman @Anna Scott@Ana@anne@Carlo David @Ritul @Labiba@Sabrina @Yemi @Sumanyu Rosha @Sankalp Dayal @Alejandro Aristizábal @Alejandro Galindo @nabhanpv@Aisha Javed@Shashank Jain@Munira Omar@Amina Assouane @Dharmendra Choudhary @Marce@Ursula Perez @Ivy@Agata [OR, USA] @Swapnil Gaikwad @Mohona @Mohit @Aarthi Alagammai@Shanmugapriya@Govind@Frida@LauraT @Yemi @Helena Barmer @Nishant Bharat @Shubhangi Jena@Fustincho @Dustin Gogoll@Sourav @Nirupama Singh @Pranjal Chaubey @Dammy@Henrique Mello@Calincan Mircea Ioan@Diganta @Ashish Shrivastava @Govind @Muhammad Wajahat @Sayed Maheen Basheer @Shudipto Trafder @Karan Kishinani @Dimple Bhuta @Aarthi Alagammai @Shanmugapriya @Sushil Ghimire @Sumanyu Rosha @Samuela Anastasi @Mariia Denysenko @Akash Antony @Akshay Pal@Aleksandra Deis

#udacityfacebookscholar #60daysofudacity

DAY 31 [27/7/19] Completed :

✅ Working on Implementing NLP for #sg_hackathon-orgnizrs
🔗 https://www.kaggle.com/c/virtual-hackathon/data
✅ Worked on collecting datasets for smog detection project #sg_planetearth
🔗 https://github.com/souravs17031999/SmogDetection
✅ Attended ML Bootcamp - DAY 1
✅ Collected technical questions for FATQS #l4_loc_glob_diff_priv and #l5_diff_privacy_dl
✅ Participated in Kahoot quiz #l6_federated_learning and came Second .
✅ Discussing for soon to come Maths competitions with awesome scholars @Aniket Mitra, @Calincan Mircea Ioan, @Archit, @Agata [OR, USA], @Labiba, @Mohona, @Diganta
🔗 Track the complete progress here : https://github.com/souravs17031999/60days-of-udacity
🔗 Complete notebooks for the challenge course : https://github.com/souravs17031999/private-ai
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I today encourage all my awesome friends @Arka @Archit @George Christopoulos @Varez.W @Manisha @Shashi Gharti @Aniket Mitra @Michael Sheinman @Anna Scott @Ana@anne@Carlo David@Ritul@Labiba@Sabrina@Yemi @Sumanyu Rosha @Sankalp Dayal @Alejandro Aristizábal @Alejandro Galindo@nabhanpv@Aisha Javed@Shashank Jain@Munira Omar@Amina Assouane @Dharmendra Choudhary@Marce@Ursula Perez @Ivy@Agata [OR, USA] @Swapnil Gaikwad @Mohona @Mohit @Aarthi Alagammai@Shanmugapriya@Govind@Frida@LauraT @Yemi @Helena Barmer @Nishant Bharat@Shubhangi Jena@Fustincho @Dustin Gogoll@Sourav @Nirupama Singh @Pranjal Chaubey @Dammy@Henrique Mello@Calincan Mircea Ioan@Diganta@Ashish Shrivastava @Govind @Muhammad Wajahat @Sayed Maheen Basheer @Shudipto Trafder @Karan Kishinani @Dimple Bhuta @Aarthi Alagammai@Shanmugapriya @Sushil Ghimire @Sumanyu Rosha @Samuela Anastasi @Mariia Denysenko @Akash Antony @Akshay Pal@Aleksandra Deis @Seeratpal K. Jaura @annaSWE @Raunak Sarada @Sarah Majors@Melsara @Henrique Mello @Nawal @Ronit @susyjam @Venkata Rathnam Muralidharan @Abhishek Lalwani@shivu @Khush @Diego @Mika @Tyler Yang "Machine learning is an art , be sure to fill it with your colors and see the magic" #udacityfacebookscholar #60daysofudacity

DAY 32 [28/7/19] Completed :

✅ Working on Implementing NLP for #sg_hackathon-orgnizrs
🔗 https://www.kaggle.com/c/virtual-hackathon/data
✅ Completed neural style transfer project in Pytorch and made several target images (check the photos).
🔗 https://github.com/…/mast…/Neural_style_transfer_vgg19.ipynb
✅ Read the paper : " Image Style Transfer Using Convolutional Neural Networks "
🔗 https://www.cv-foundation.org/…/Gatys_Image_Style_Transfer_…
✅ Solved questions in Udaquest in #general , initiative by @Aisha Javed @Shashank Jain
🔗 https://secureprivataischolar.slack.com/…/CJSCX4WAZ/p156425…
✅ Solved questions in #sg_pytorch_begin .
🔗 https://secureprivataischolar.slack.com/…/CL55WHVV2/p156426…
✅ Attended ML Bootcamp - DAY 2
✅ Participated in Kahoot quiz #l6_federated_learning .
✅ Discussing for soon to come Maths competitions with awesome scholars , get excited for very big and real learning in Maths for ML /DL.
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@Aniket Mitra, @Calincan Mircea Ioan, @Archit, @Agata [OR, USA], @Labiba, @Mohona, @Diganta 🔗Track the complete progress here : https://github.com/souravs17031999/60days-of-udacity 🔗Complete notebooks for the challenge course : https://github.com/souravs17031999/private-ai I today encourage all my awesome friends @Arka @Archit @George Christopoulos @Varez.W @Manisha @Shashi Gharti @Aniket Mitra @Michael Sheinman @Anna Scott @Ana@anne@Carlo David@Ritul@Labiba@Sabrina@Yemi @Sumanyu Rosha @Sankalp Dayal @Alejandro Aristizábal @Alejandro Galindo@nabhanpv@Aisha Javed@Shashank Jain@Munira Omar@Amina Assouane @Dharmendra Choudhary@Marce@Ursula Perez @Ivy@Agata [OR, USA] @Swapnil Gaikwad @Mohona @Mohit @Aarthi Alagammai@Shanmugapriya@Govind@Frida@LauraT @Yemi @Helena Barmer @Nishant Bharat@Shubhangi Jena@Fustincho @Dustin Gogoll@Sourav @Nirupama Singh @Pranjal Chaubey @Dammy@Henrique Mello@Calincan Mircea Ioan@Diganta@Ashish Shrivastava @Govind @Muhammad Wajahat @Sayed Maheen Basheer @Shudipto Trafder @Karan Kishinani @Dimple Bhuta @Aarthi Alagammai@Shanmugapriya @Sushil Ghimire @Sumanyu Rosha @Samuela Anastasi @Mariia Denysenko @Akash Antony @Akshay Pal@Aleksandra Deis @Seeratpal K. Jaura @annaSWE @Raunak Sarada @Sarah Majors@Melsara @Henrique Mello @Nawal @Ronit @susyjam @Venkata Rathnam Muralidharan @Abhishek Lalwani@shivu @Khush @Diego @Mika @Tyler Yang

#udacityfacebookscholar #60daysofudacity

DAY 33 [29/7/19] Completed :

✅ Worked more on style transfer and created more target images
🔗 https://github.com/souravs17031999/kaggle-problems-60daysofudacity/blob/master/Neural_style_transfer_vgg19.ipynb
✅ Attended ML bootcamp - day 3
🔗 https://www.youtube.com/watch?v=iabyBpGXS0I&fbclid=IwAR3-VcnqowC2RMnUhZeCIaLHcawQ-xHv0scP_-GBJsI65zeDyCmZPvCWyIY
✅ Hosted meetup for #sg_dlstarguys and had a awesome talk on variety of topics . @Mohona Mircea Calincan @Oudarjya Sen Sarma @Aarthi Alagammai Archit Garg @Munira Omar @Labiba @Ashish Shrivastava @Govind @Sharim
✅ Attended meetup for #reading_paper_discuss , papers discussion club on GAN's. @Dharmendra Choudhary @Diego @Abhishek Tandon @shahnoza @Antonio
✅ Solved questions in #sg_pytorch_begin .
🔗 https://secureprivataischolar.slack.com/archives/CL55WHVV2/p1564346518066000
✅ Launched " MATHS BLOGGING COMPETITION " with awesome maths enthusiast : @Aniket Mitra, @Calincan Mircea Ioan, @Archit, @Agata [OR, USA], @Labiba, @Mohona, @Diganta
✅ Read article -https://bit.ly/32YvbRZ shared by @Munira Omar
🔗 Track the complete progress here : https://github.com/souravs17031999/60days-of-udacity
🔗Complete notebooks for the challenge course : https://github.com/souravs17031999/private-ai
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I today encourage all my awesome friends @Arka @Archit @George Christopoulos @Varez.W @Manisha @Shashi Gharti @Aniket Mitra @Michael Sheinman @Anna Scott@Ana@anne@Carlo David@Ritul@Labiba@Sabrina@Yemi @Sumanyu Rosha @Sankalp Dayal @Alejandro Aristizábal @Alejandro Galindo@nabhanpv@Aisha Javed@Shashank Jain@Munira Omar@Amina Assouane @Dharmendra Choudhary@Marce@Ursula Perez @Ivy@Agata [OR, USA] @Swapnil Gaikwad @Mohona @Mohit @Aarthi Alagammai@Shanmugapriya@Govind@Frida@LauraT @Yemi @Helena Barmer @Nishant Bharat@Shubhangi Jena@Fustincho @Dustin Gogoll@Sourav @Nirupama Singh @Pranjal Chaubey @Dammy@Henrique Mello@Calincan Mircea Ioan@Diganta@Ashish Shrivastava @Govind @Muhammad Wajahat @Sayed Maheen Basheer @Shudipto Trafder @Karan Kishinani @Dimple Bhuta @Aarthi Alagammai@Shanmugapriya @Sushil Ghimire @Sumanyu Rosha @Samuela Anastasi @Mariia Denysenko @Akash Antony @Akshay Pal@Aleksandra Deis @Seeratpal K. Jaura @annaSWE @Raunak Sarada @Sarah Majors@Melsara @Henrique Mello @Nawal @Ronit @susyjam @Venkata Rathnam Muralidharan @Abhishek Lalwani@shivu @Khush @Diego @Mika @Tyler Yang

#udacityfacebookscholar #60daysofudacity

DAY 34 [30/7/19] Completed :

✅ Worked more on style transfer and created more for #sg_project-t-shirt
🔗 https://github.com/…/mast…/Neural_style_transfer_vgg19.ipynb
✅ Solved questions in #sg_pytorch_begin .
🔗 https://secureprivataischolar.slack.com/…/CL55WHVV2/p156443…
✅ Solved questions in #udaquest in #general by @Aisha Javed @Shashank Jain
🔗 https://secureprivataischolar.slack.com/archives/CJSCX4WAZ/p1564464454169300
✅ Earned Google GCP Essentials quest Badge by QwikLabs.
🔗 https://google.qwiklabs.com/public_profiles/bc352e5d-d77e-4339-a911-cf29b31ca4da
✅ Read articles shared here by @Sabrina on how AI can transform aviation industry
🔗 https://www.forbes.com/sites/quora/2018/08/07/how-artificial-intelligence-will-impact-the-aviation-industry/#7095ad13574f
🔗 https://emerj.com/ai-…/airlines-use-artificial-intelligence/
🔗 https://www.mindtitan.com/…/artificial-intelligence-in-avi…/
✅ Understanding modular arithmetic used in cryptographic techniques and also in encrypted deep learning
🔗 https://www.math.upenn.edu/~mlazar/math170/notes06.pdf
🔗 Track the complete progress here : https://github.com/souravs17031999/60days-of-udacity
🔗: Complete notebooks for the challenge course : https://github.com/souravs17031999/private-ai
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I today encourage all my awesome friends @Arka @Archit @George Christopoulos @Varez.W @Manisha @Shashi Gharti @Aniket Mitra @Michael Sheinman @Anna Scott@Ana@anne@Carlo David@Ritul@Labiba@Sabrina@Yemi @Sumanyu Rosha @Sankalp Dayal @Alejandro Aristizábal @Alejandro Galindo@nabhanpv@Aisha Javed@Shashank Jain@Munira Omar@Amina Assouane @Dharmendra Choudhary@Marce@Ursula Perez @Ivy@Agata [OR, USA] @Swapnil Gaikwad @Mohona @Mohit @Aarthi Alagammai@Shanmugapriya@Govind@Frida@LauraT @Yemi @Helena Barmer @Nishant Bharat@Shubhangi Jena@Fustincho @Dustin Gogoll@Sourav @Nirupama Singh @Pranjal Chaubey @Dammy@Henrique Mello@Calincan Mircea Ioan@Diganta@Ashish Shrivastava @Govind @Muhammad Wajahat @Sayed Maheen Basheer @Shudipto Trafder @Karan Kishinani @Dimple Bhuta @Aarthi Alagammai@Shanmugapriya @Sushil Ghimire @Sumanyu Rosha @Samuela Anastasi @Mariia Denysenko @Akash Antony @Akshay Pal@Aleksandra Deis @Seeratpal K. Jaura @annaSWE @Raunak Sarada @Sarah Majors@Melsara @Henrique Mello @Nawal @Ronit @susyjam @Venkata Rathnam Muralidharan @Abhishek Lalwani@shivu @Khush @Diego @Mika @Tyler Yang

#udacityfacebookscholar #60daysofudacity

DAY 35 [31/7/19] Completed :

✅Collected datasets for smog detection project #sg_planetearth
🔗https://github.com/souravs17031999/SmogDetection
✅ Solved questions in #sg_pytorch_begin .
🔗 https://secureprivataischolar.slack.com/…/CL55WHVV2/p156452…
✅ Continuing to read about understanding modular arithmetic used in cryptographic techniques and also in encrypted deep learning
🔗 https://www.math.upenn.edu/~mlazar/math170/notes06.pdf
✅ Watched this awesome video by python programmer shared in #resources by @Carlo David
🔗 https://www.youtube.com/watch?v=k5iEc6TP_50
✅ Started working on NLP tutorial pytorch(will post colab link tomorrow)
🔗 https://pytorch.org/…/begin…/deep_learning_nlp_tutorial.html
✅ Started on understanding more depth of Image module - Pillow shared by @Juan Carlos Kuri Pinto
🔗 https://pillow.readthedocs.io/en/stable/reference/Image.html
✅ Worked on launching a very big , new and brand website FATQs for all your technical questions (general or course related) with team of 18 members working day and night for this.
🔗 https://fatqs-private-and-secure-ai.herokuapp.com/
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I today encourage all my awesome friends @Arka @Archit @George Christopoulos @Varez.W @Manisha @Shashi Gharti @Aniket Mitra @Michael Sheinman @Anna Scott@Ana@anne@Carlo David@Ritul@Labiba@Sabrina@Yemi @Sumanyu Rosha @Sankalp Dayal @Alejandro Aristizábal @Alejandro Galindo@nabhanpv@Aisha Javed@Shashank Jain@Munira Omar@Amina Assouane @Dharmendra Choudhary@Marce@Ursula Perez @Ivy@Agata [OR, USA] @Swapnil Gaikwad @Mohona @Mohit @Aarthi Alagammai@Shanmugapriya@Govind@Frida@LauraT @Yemi @Helena Barmer @Nishant Bharat@Shubhangi Jena@Fustincho @Dustin Gogoll@Sourav @Nirupama Singh@Pranjal Chaubey @Dammy@Henrique Mello@Calincan Mircea Ioan@Diganta@Ashish Shrivastava @Govind @Muhammad Wajahat @Sayed Maheen Basheer @Shudipto Trafder@Karan Kishinani @Dimple Bhuta @Aarthi Alagammai@Shanmugapriya @Sushil Ghimire @Samuela Anastasi @Mariia Denysenko @Akash Antony @Akshay Pal@Aleksandra Deis@Seeratpal K. Jaura @annaSWE @Raunak Sarada @Sarah Majors@Melsara @Henrique Mello @Nawal @Ronit @susyjam @Venkata Rathnam Muralidharan @Abhishek Lalwani@shivu @Khush @Diego @Mika @Tyler Yang @Manjeet Kaur @Rishi S Rao @Abhishek Tandon @iArunava #udacityfacebookscholar #60daysofudacity

DAY 36 [1/8/19] Completed :

✅ Solved questions for #sg_pytorch_begin - 22
🔗 https://secureprivataischolar.slack.com/…/CL55WHVV2/p156460…
✅ Working on NLP tutorial pytorch
🔗 https://pytorch.org/…/begin…/deep_learning_nlp_tutorial.html
✅ Answered several questions in #ama_sessions
✅ Discussed about emotion recognition project in #sg_caffeine_coders with my awesome friends @Sumanyu Rosha @Labiba @Sabrina
✅ Working on FATQs to make it big and branded 👏👏👏👏👏👏👏👏👏👏👏👏👏👏👏👏👏👏👏👏👏👏 You guys deserve a huge round of applause - @Aileen Villanueva Lecuona, @Ayush Jain, @Calincan Mircea Ioan, @Dimple Bhuta, @Varez.W, @Eben O, @Ish, @Ivy, @Prabhu Kumar, @Labiba, @Manisha, @Diganta, @Shashi Gharti, @Shivam Raisharma, @Tolga, @Vysakh, @Yemi
🔗 https://fatqs-private-and-secure-ai.herokuapp.com/
✅ Read awesome articles on medium :
🔗 https://towardsdatascience.com/these-are-the-easiest-data-augmentation-techniques-in-natural-language-processing-you-can-think-of-88e393fd610
🔗 https://towardsdatascience.com/illustrated-10-cnn-architectures-95d78ace614d
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I today encourage all my awesome friends @Arka @Archit @George Christopoulos @Varez.W @Manisha @Shashi Gharti @Aniket Mitra @Michael Sheinman @Anna Scott@Ana@anne@Carlo David@Ritul@Labiba@Sabrina@Yemi @Sumanyu Rosha @Sankalp Dayal @Alejandro Aristizábal @Alejandro Galindo@nabhanpv@Aisha Javed@Shashank Jain@Munira Omar@Amina Assouane @Dharmendra Choudhary@Marce@Ursula Perez @Ivy@Agata [OR, USA] @Swapnil Gaikwad @Mohona @Mohit @Aarthi Alagammai@Shanmugapriya@Govind@Frida@LauraT @Yemi @Helena Barmer @Nishant Bharat@Shubhangi Jena@Fustincho @Dustin Gogoll@Sourav @Nirupama Singh @Pranjal Chaubey @Dammy@Henrique Mello@Calincan Mircea Ioan@Diganta@Ashish Shrivastava @Govind @Muhammad Wajahat @Sayed Maheen Basheer @Shudipto Trafder @Karan Kishinani @Dimple Bhuta @Aarthi Alagammai@Shanmugapriya @Sushil Ghimire @Samuela Anastasi @Mariia Denysenko @Akash Antony @Akshay Pal@Aleksandra Deis @Seeratpal K. Jaura @annaSWE @Raunak Sarada @Sarah Majors@Melsara @Henrique Mello @Nawal @Ronit @susyjam @Venkata Rathnam Muralidharan @Abhishek Lalwani@shivu@Khush@Diego @Mika @Tyler Yang @Manjeet Kaur @Rishi S Rao @Abhishek Tandon @iArunava @Kapil Chandorikar

#udacityfacebookscholar #60daysofudacity

DAY 37 [2/8/19] Completed :

✅ Collected more image datasets for smog classification project #sg_planetearth
🔗 https://github.com/souravs17031999/SmogDetection
✅ Solved question in #tidbits q4 by @Mansi Goyal
🔗 https://secureprivataischolar.slack.com/archives/CJSCX4WAZ/p1564762580415400
✅ Participating in AWS deep racer live orientation
🔗 https://udacity.zoom.us/j/631851727?status=success
✅ Discussed about emotion recognition project in #sg_caffeine_coders with my awesome friends @Sumanyu Rosha @Labiba @Sabrina
✅ Started on week - 4 topic "Matrices changing basis" for maths for machine learning course
🔗 https://www.coursera.org/learn/linear-algebra-machine-learning/home/welcome
✅ Enjoying easy and fun problems by @Sayali_Kutwal and @Sankalp Dayal
🔗 Hop in #sg_dlstarguys to solve more of such problems.
✅ Solving questions on CV in maths set quiz - 5 by @Swapnil Gaikwad
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I today encourage all my awesome friends @Arka @Archit @George Christopoulos @Varez.W @Manisha @Shashi Gharti @Aniket Mitra @Michael Sheinman @Anna Scott@Ana@anne@Carlo David@Ritul@Labiba@Sabrina@Yemi @Sumanyu Rosha @Sankalp Dayal @Alejandro Aristizábal @Alejandro Galindo@nabhanpv@Aisha Javed@Shashank Jain@Munira Omar@Amina Assouane @Dharmendra Choudhary@Marce@Ursula Perez @Ivy@Agata [OR, USA] @Swapnil Gaikwad @Mohona @Mohit @Aarthi Alagammai@Shanmugapriya@Govind@Frida@LauraT @Yemi @Helena Barmer @Nishant Bharat@Shubhangi Jena@Fustincho @Dustin Gogoll@Sourav @Nirupama Singh @Pranjal Chaubey @Dammy@Henrique Mello@Calincan Mircea Ioan@Diganta@Ashish Shrivastava @Govind @Muhammad Wajahat @Sayed Maheen Basheer @Shudipto Trafder @Karan Kishinani @Dimple Bhuta @Aarthi Alagammai@Shanmugapriya @Sushil Ghimire @Samuela Anastasi @Mariia Denysenko @Akash Antony @Akshay Pal@Aleksandra Deis @Seeratpal K. Jaura @annaSWE @Raunak Sarada @Sarah Majors@Melsara @Henrique Mello @Nawal @Ronit @susyjam @Venkata Rathnam Muralidharan @Abhishek Lalwani@shivu@Khush@Diego @Mika @Tyler Yang @Manjeet Kaur @Rishi S Rao @Abhishek Tandon @iArunava #udacityfacebookscholar #60daysofudacity

DAY 38 [3/8/19] Completed :

✅ Solved questions for #sg_pytorch_begin - 23 by @Mariia Denysenko
🔗 https://secureprivataischolar.slack.com/archives/CL55WHVV2/p1564784360106600
🔗 Solved questions in #UdaQuest , by @Aisha Javed @Shashank Jain
🔗 https://secureprivataischolar.slack.com/archives/CJSCX4WAZ/p1564822221452000
🔗 Participated in Kahoot quiz by @Kapil Chandorikar on #l7_sec_federtd_learn part - I got third rank , part - II got second rank congrats @Abhishek Tandon @Dishin Goyani @MarianoOG along with others who participated.
🔗 https://secureprivataischolar.slack.com/archives/CJSCX4WAZ/p1564838505467700
🔗 Collected several images for dataset collection for smog detection project #sg_planetearth
🔗 https://github.com/souravs17031999/SmogDetection
🔗 Problems solved in #sg_dlstarguys , #math_help by @Sayali_Kutwal
🔗 https://secureprivataischolar.slack.com/archives/CL7PWDFJS/p1564796022174800
✅ Awesome meetup for discussion on smog detection project #sg_planetearth with @Shudipto Trafder @Viper @Akash Antony @Sayed Maheen Basheer @Berenice @Agata [OR, USA] @Ingus Terbets @Pooja Vinod @Hung @Alexander Villasoto
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I today encourage all my awesome friends @Arka @Archit @George Christopoulos @Varez.W @Manisha @Shashi Gharti @Aniket Mitra @Michael Sheinman @Anna Scott@Ana@anne@Carlo David@Ritul@Labiba@Sabrina@Yemi @Sumanyu Rosha @Sankalp Dayal @Alejandro Aristizábal @Alejandro Galindo@nabhanpv@Aisha Javed@Shashank Jain@Munira Omar@Amina Assouane @Dharmendra Choudhary@Marce@Ursula Perez @Ivy@Agata [OR, USA] @Swapnil Gaikwad @Mohona @Mohit @Aarthi Alagammai@Shanmugapriya@Govind@Frida@LauraT @Yemi @Helena Barmer @Nishant Bharat@Shubhangi Jena@Fustincho @Dustin Gogoll@Sourav @Nirupama Singh @Pranjal Chaubey @Dammy@Henrique Mello@Calincan Mircea Ioan@Diganta@Ashish Shrivastava @Govind @Muhammad Wajahat @Sayed Maheen Basheer @Shudipto Trafder @Karan Kishinani @Dimple Bhuta @Aarthi Alagammai@Shanmugapriya @Sushil Ghimire @Samuela Anastasi @Mariia Denysenko @Akash Antony @Akshay Pal@Aleksandra Deis @Seeratpal K. Jaura @annaSWE @Raunak Sarada @Sarah Majors@Melsara @Henrique Mello @Nawal @Ronit @susyjam @Venkata Rathnam Muralidharan @Abhishek Lalwani@shivu@Khush@Diego @Mika @Tyler Yang @Manjeet Kaur @Rishi S Rao @Abhishek Tandon @iArunava @barabash @Qurat Ul Ain Fatima @Kapil Chandorikar @Ingus Terbets @Rumanu #udacityfacebookscholar #60daysofudacity

DAY 39 [4/8/19] Completed :

✅ Solved questions and discussed for #sg_pytorch_begin - 24 , by @Mariia Denysenko
🔗 https://secureprivataischolar.slack.com/archives/CL55WHVV2/p1564867006112700
✅ Solved easy and fun maths problems in #sg_dlstarguys, by @Sayali_Kutwal
🔗 https://secureprivataischolar.slack.com/archives/CL7PWDFJS/p1564881185178000
✅ Wrote a Medium article on " Encrypted deep learning techniques " which also discusses modular arithmetic
🔗 https://medium.com/secure-and-private-ai-writing-challenge/encrypted-deep-learning-techniques-with-pysyft-cf907c0fca2b
✅ Participated in kahoot quiz , came III , thanks @Michael Sheinman for awesome quiz. congrats @Agata [OR, USA] @Abhishek Tandon and others who have participated.
🔗 https://secureprivataischolar.slack.com/archives/CJSCX4WAZ/p1564923786082400
✅ Working on Week -4 of maths for machine learning course on coursera #sg_dlstarguys
🔗 https://www.coursera.org/learn/linear-algebra-machine-learning/home/welcome
✅ Discussed about blogging competition with awesome maths enthusiasts
✅ Read awesome articles on medium :
🔗 https://towardsdatascience.com/6-techniques-which-help-me-study-machine-learning-five-days-per-week-fb3e889fad80
🔗 https://towardsdatascience.com/the-limitations-of-machine-learning-a00e0c3040c6
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I today encourage all my awesome friends @Arka @Archit @George Christopoulos @Varez.W @Manisha @Shashi Gharti @Aniket Mitra @Michael Sheinman @Anna Scott@Ana@anne@Carlo David@Ritul@Labiba@Sabrina@Yemi @Sumanyu Rosha @Sankalp Dayal @Alejandro Aristizábal @Alejandro Galindo@nabhanpv@Aisha Javed@Shashank Jain@Munira Omar@Amina Assouane @Dharmendra Choudhary@Marce@Ursula Perez @Ivy@Agata [OR, USA] @Swapnil Gaikwad @Mohona @Mohit @Aarthi Alagammai@Shanmugapriya@Govind@Frida@LauraT @Yemi @Helena Barmer @Nishant Bharat@Shubhangi Jena@Fustincho @Dustin Gogoll@Sourav @Nirupama Singh @Pranjal Chaubey @Dammy@Henrique Mello@Calincan Mircea Ioan@Diganta@Ashish Shrivastava @Govind @Muhammad Wajahat @Sayed Maheen Basheer @Shudipto Trafder @Karan Kishinani @Dimple Bhuta @Aarthi Alagammai@Shanmugapriya @Sushil Ghimire @Samuela Anastasi @Mariia Denysenko @Akash Antony @Akshay Pal@Aleksandra Deis @Seeratpal K. Jaura @annaSWE @Raunak Sarada @Sarah Majors@Melsara @Henrique Mello @Nawal @Ronit @susyjam @Venkata Rathnam Muralidharan @Abhishek Lalwani@shivu@Khush@Diego @Mika @Tyler Yang @Manjeet Kaur @Rishi S Rao @Abhishek Tandon @iArunava @barabash @Qurat Ul Ain Fatima @Kapil Chandorikar @Ingus Terbets @Rumanu #udacityfacebookscholar #60daysofudacity

DAY 40 [5/8/19] Completed :

✅ Solved questions for #tidbits by @Mansi Goyal
🔗 https://secureprivataischolar.slack.com/archives/CJSCX4WAZ/p1564988641160300
✅ Solved questions in easy and fun maths problems by @Sayali_Kutwal
🔗 https://secureprivataischolar.slack.com/archives/CL7PWDFJS/p1564967304182400
✅ Working on week -4 "orthogonal bases" for maths for machine learning #sg_dlstarguys
🔗 https://www.coursera.org/learn/linear-algebra-machine-learning/home/welcome
✅ Revisiting concepts of ML through ML crash course by google https://developers.google.com/machine-learning/crash-course/ml-intro
✅ Answered several questions in #ama_sessions
✅ Corrected few errors in final secured federated learning project
🔗 https://github.com/souravs17031999/private-ai/blob/master/Final_secured_fed_securing.ipynb
🔗 Track the progress here : https://github.com/souravs17031999/60days-of-udacity
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I today encourage all my awesome friends @Arka @Archit @George Christopoulos @Shashi Gharti @Anna Scott @anne @Carlo David @Labiba @Mohona @Alejandro Galindo@Sabrina @Aisha Javed @LauraT @Helena Barmer @Fustincho @Sourav @Nirupama Singh @Shudipto Trafder @Karan Kishinani @Samuela Anastasi @Akash Antony @Akshay Pal@Mariia Denysenko @Aleksandra Deis @Seeratpal K. Jaura @Raunak Sarada @Kapil Chandorikar @Sankalp Dayal @Shashank Jain #udacityfacebookscholar #60daysofudacity

DAY 41 [6/8/19] completed :

✅ Solved questions for #UdaQuest in #general by @Aisha Javed @Shashank Jain
🔗 https://secureprivataischolar.slack.com/archives/CJSCX4WAZ/p1565084861224300
✅ Solved question in easy and fun maths problem by @Sayali_Kutwal
🔗 https://secureprivataischolar.slack.com/archives/CL7PWDFJS/p1565060307192000
✅ Participated in meetup for Maths blogging competition by @Aniket Mitra and discussed about activities and our course progress #sg_dlstarguys #math_help . Thanks to @Diganta for great information regarding various topics on maths and machine learning and various research papers.
✅ Participated in meetup with @Diganta @Arka @Xerous @Disha Mendiratta @Anshu Trivedi for Galaxy identification and it's chemical spectrum analysis project
✅ Working on week -4 Gram–Schmidt process for maths for machine learning coursera course
🔗 https://www.coursera.org/learn/linear-algebra-machine-learning/home/welcome
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I today encourage all my awesome friends @Arka @Archit @George Christopoulos @Shashi Gharti @Anna Scott @anne @Carlo David @Labiba @Mohona @Alejandro Galindo @Sabrina @Aisha Javed @LauraT@Helena Barmer @Fustincho @Sourav @Nirupama Singh @Shudipto Trafder @Karan Kishinani @Samuela Anastasi @Akash Antony @Akshay Pal @Mariia Denysenko @Aleksandra Deis @Seeratpal K. Jaura @Raunak Sarada @Kapil Chandorikar @Sankalp Dayal @Shashank Jain @Diganta @Anshu Trivedi @Disha Mendiratta @Xerous #udacityfacebookscholar #60daysofudacity

DAY 42 [7/8/19] Completed :

✅ Solved questions for #sg_pytorch_begin - 25 , by @Mariia Denysenko
🔗 https://secureprivataischolar.slack.com/archives/CL55WHVV2/p1565124156135100
✅ Solved questions in easy and fun problems in maths by @Sayali_Kutwal
🔗 https://secureprivataischolar.slack.com/…/CL7PWDFJS/p156513…
✅ Working on Smog classification project and used resnet152 (only classifier), getting 99 % validation accuracy and 97.875 testing accuracy #sg_planetearth
🔗 https://github.com/…/b…/master/smog4000_classification.ipynb
✅ Working on collecting datasets for Galaxy identification and chemical spectrum analysis
✅ Working on Week -4 notebook of coursera course maths for machine learning
🔗 https://www.coursera.org/learn/linear-algebra-machine-learning/home/welcome
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I today encourage all my awesome friends @Arka @Archit @George Christopoulos @Shashi Gharti @Anna Scott @anne @Carlo David @Labiba @Mohona @Alejandro Galindo @Sabrina @Aisha Javed@LauraT@Helena Barmer @Fustincho @Sourav @Nirupama Singh @Shudipto Trafder @Karan Kishinani@Samuela Anastasi @Akash Antony @Akshay Pal @Mariia Denysenko @Aleksandra Deis @Seeratpal K. Jaura @Raunak Sarada @Kapil Chandorikar @Sankalp Dayal @Shashank Jain @Diganta @Anshu Trivedi@Disha Mendiratta @Xerous #udacityfacebookscholar #60daysofudacity

DAY 43 [8/8/19] Completed :

✅ Solved questions for easy and fun maths problem #sg_dlstarguys by @Sayali_Kutwal
🔗 https://secureprivataischolar.slack.com/…/CL7PWDFJS/p156523…
✅ Worked on smog detection project #sg_planetearth , awesome hardworking team.
🔗 Acheived 98.3 testing accuracy using resnet152 (classifier part) , now trying to use light weight models.
✅ Working on finishing my Key stone project using federated and encrypted deep learning
🔗 Answered several questions in #ama_sessions
✅ Read awesome medium articles :
🔗 https://towardsdatascience.com/how-to-improve-your-image-cl…
🔗 https://blog.twitch.tv/thisemotedoesnotexist-training-a-gan…
✅ Watched Udacity's latest video on : The LinkedIn Guide to Getting Interviews without Applying. Part 1: Profile Optimization
🔗 https://www.youtube.com/watch?v=vMFxH5zH1Fo
🔗Track complete progress here : https://github.com/souravs17031999/60days-of-udacity
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I today encourage all my awesome friends @Arka @Archit @George Christopoulos @Shashi Gharti @Anna Scott @anne @Carlo David @Labiba @Mohona @Alejandro Galindo@Sabrina @Aisha Javed@LauraT@Helena Barmer @Fustincho @Sourav @Nirupama Singh @Shudipto Trafder @Karan Kishinani@Samuela Anastasi @Akash Antony @Akshay Pal@Mariia Denysenko @Aleksandra Deis @Seeratpal K. Jaura @Raunak Sarada @Kapil Chandorikar @Sankalp Dayal @Shashank Jain @Diganta @Anshu Trivedi@Disha Mendiratta@Xerous

#udacityfacebookscholar

#60daysofudacity

DAY 44 [9/8/19] Completed :

✅ Solved questions for #sg_pytorch_begin - 26 , really amazing questions @Kapil Chandorikar
🔗 https://secureprivataischolar.slack.com/archives/CL55WHVV2/p1565291183139200
✅ Solved questions in #tidbits by @Mansi Goyal
🔗 https://secureprivataischolar.slack.com/archives/CJSCX4WAZ/p1565353172391200
✅ Solved question easy and fun maths problem by @Sayali_Kutwal #sg_dlstarguys #math_help
🔗 https://secureprivataischolar.slack.com/archives/CL7PWDFJS/p1565317859253900
✅ Had awesome meetup with @Diganta @VENKTESH @Venkatesh @Disha Mendiratta @Anshu Trivedi @Mushrifah Hasan for Galaxy Identification project.
✅ Worked on project Smog Detection project with great team #sg_planetearth and acheived 98% testing accuracy on test data.
✅ Posted about MathsBlogging competition on SPARC fb page and twitter.
✅ Read these medium articles :
🔗 https://towardsdatascience.com/why-better-weight-initialization-is-important-in-neural-networks-ff9acf01026d*
🔗 https://towardsdatascience.com/why-and-how-to-do-cross-validation-for-machine-learning-d5bd7e60c189
✅ Watched this awesome video by @Seeratpal K. Jaura
🔗 https://www.youtube.com/watch?v=ILSdCJyDCVs&feature=youtu.be
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I today encourage all my awesome friends @Arka @Archit @George Christopoulos @Shashi Gharti @Anna Scott @anne @Carlo David @Labiba @Mohona @Alejandro Galindo@Sabrina @Aisha Javed@LauraT@Helena Barmer @Fustincho @Sourav @Nirupama Singh @Shudipto Trafder @Karan Kishinani@Samuela Anastasi @Akash Antony @Akshay Pal@Mariia Denysenko @Aleksandra Deis @Seeratpal K. Jaura @Raunak Sarada @Kapil Chandorikar @Sankalp Dayal @Shashank Jain @Diganta @Anshu Trivedi@Disha Mendiratta@Xerous @Swapnil Gaikwad #udacityfacebookscholar #60daysofudacity

DAY 45 [10/8/19] Completed :

✅ Solved questions for easy and fun maths problems by @Sayali_Kutwal #sg_dlstarguys #math_help
🔗 https://secureprivataischolar.slack.com/…/CL7PWDFJS/p156540…
✅ Working on Keystone to implement federated learning and encrypted deep learning but since GPU is not implemented for various methods of Pysyft thus taking longer time.
✅ Awesome meetup with friends @Sumanyu Rosha @Sabrina @Labiba for NLP emotion recognition project #sg_caffeine_coders
✅ Read paper on “Why Should I Trust You?” Explaining the Predictions of Any Classifier and solved the quiz , got 92.9 %
🔗 https://arxiv.org/pdf/1602.04938v3.pdf
🔗 https://es.surveymonkey.com/r/V953BZW
✅ Read Awesome medium articles submitted for [Maths Blogging competition]
🔗 https://medium.com/secure-and-private-ai-math-blogging-comp…
✅ Working for finishing #sg_planetearth project , thanks to @Shudipto Trafder @Berenice @George Christopoulos
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I today encourage all my awesome friends @Arka @Archit @George Christopoulos @Shashi Gharti @Anna Scott @anne @Carlo David @Labiba @Mohona @Alejandro Galindo@Sabrina @Aisha Javed@LauraT@Helena Barmer @Fustincho @Sourav @Nirupama Singh @Shudipto Trafder @Karan Kishinani@Samuela Anastasi @Akash Antony @Akshay Pal@Mariia Denysenko @Aleksandra Deis@Seeratpal K. Jaura @Raunak Sarada @Kapil Chandorikar @Sankalp Dayal @Shashank Jain @Diganta@Anshu Trivedi@Disha Mendiratta@Xerous @Swapnil Gaikwad @Alejandro Aristizábal @Agata [OR, USA] @Berenice @Calincan Mircea Ioan

#udacityfacebookscholar #60daysofudacity

DAY 46 [11/8/19] Completed :

✅ Solved questions for #sg_pytorch_begin - 27
🔗 https://secureprivataischolar.slack.com/archives/CL55WHVV2/p1565463082149800
✅ Solved questions in easy and fun maths problem #sg_dlstarguys #math_help
🔗 https://secureprivataischolar.slack.com/archives/CL7PWDFJS/p1565502039266200
✅ Working on emotion recognition using NLP project in #sg_caffeine_coders with my awesome friends @Sumanyu Rosha @Labiba @Sabrina
✅ Playing around with different models and encountering strange bugs in keystone project , so much fun !
✅ Played kahoot quiz by @Michael Sheinman , came IV
✅ Wrote a great post for all those scholars who feel lagging behind , we are there for you !! Go and write your experiences and help others in #celebrate
🔗 https://secureprivataischolar.slack.com/archives/CJSCW158V/p1565500140317200
✅ Read awesome articles on NLP :
🔗 https://www.kdnuggets.com/2019/04/text-preprocessing-nlp-machine-learning.html
🔗 https://www.analyticsvidhya.com/blog/2017/01/ultimate-guide-to-understand-implement-natural-language-processing-codes-in-python/?source=post_page-----898a84b8bd47----------------------
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I today encourage all my awesome friends @Arka @Archit @George Christopoulos @Shashi Gharti @Anna Scott @anne @Carlo David @Labiba @Mohona @Alejandro Galindo@Sabrina @Aisha Javed@LauraT@Helena Barmer @Fustincho @Sourav @Nirupama Singh @Shudipto Trafder @Karan Kishinani@Samuela Anastasi @Akash Antony@Akshay Pal@Mariia Denysenko @Aleksandra Deis@Seeratpal K. Jaura @Raunak Sarada @Kapil Chandorikar @Sankalp Dayal @Shashank Jain@Diganta@Anshu Trivedi@Disha Mendiratta@Xerous @Swapnil Gaikwad @Alejandro Aristizábal @Agata [OR, USA] @Berenice @Calincan Mircea Ioan #udacityfacebookscholar #60daysofudacity

DAY 47 [12/8/19] Completed :

✅ Solved questions for #sg_pytorch_begin - 28
🔗 https://secureprivataischolar.slack.com/…/CL55WHVV2/p156556…
✅ Worked on NLP emotion recognition #sg_caffeine_coders for data preprocessing with awesome friends @Sabrina @Sumanyu Rosha @Labiba
✅ Worked on Keystone project combining federated learning and encrypted learning
✅ Working on GCP Baseline: Data, ML, AI Qwiklabs
🔗 https://run.qwiklabs.com/quests/34
✅ Discussed with #sg_planetearth for project finishing as it is now completed , now few more work left.
✅ Read awesome medium articles and watched one video :
🔗 https://towardsdatascience.com/how-neural-networks-are-lear…
🔗 https://towardsdatascience.com/how-to-prepare-texts-reviews…
🔗 https://www.youtube.com/watch?v=lVHRs3uTHNI
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I today encourage all my awesome friends @Arka @Archit @George Christopoulos @Shashi Gharti @Anna Scott @anne @Carlo David @Labiba @Mohona @Alejandro Galindo@Sabrina @Aisha Javed@LauraT@Helena Barmer @Fustincho @Sourav @Nirupama Singh @Shudipto Trafder @Karan Kishinani@Samuela Anastasi @Akash Antony @Akshay Pal@Mariia Denysenko @Aleksandra Deis@Seeratpal K. Jaura @Raunak Sarada @Kapil Chandorikar @Sankalp Dayal @Shashank Jain@Diganta@Anshu Trivedi@Disha Mendiratta@Xerous @Swapnil Gaikwad @Alejandro Aristizábal @Agata [OR, USA] @Berenice @Calincan Mircea Ioan

#udacityfacebookscholar

#60daysofudacity

DAY 48 [13/8/19] Completed :

✅ Working on NLP emotion recognition project with awesome teammates @Sabrina @Sumanyu Rosha @Labiba
✅ Finished Keystone project combining federated learning with encryption techniques on testing of model.
🔗 https://github.com/souravs17031999/private-ai/blob/master/Keystone_project.ipynb Thanks so much @Alejandro Aristizábal for helping me out !
✅ Discussed about maths blogging competition and designed badges for winners ! 📷 Congrats @Rishi S Rao @Juan Carlos Kuri Pinto @Dupuy Nicolas
✅ Continued reading paper now on "Image Super-Resolution Using Deep Convolutional Networks"
🔗 https://arxiv.org/pdf/1501.00092.pdf
✅ Continued encouraging scholars for finishing the course asap.
✅ Read awesome articles on medium :
🔗 https://towardsdatascience.com/these-are-the-easiest-data-augmentation-techniques-in-natural-language-processing-you-can-think-of-88e393fd610
🔗 https://towardsdatascience.com/illustrated-10-cnn-architectures-95d78ace614d
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I today encourage all my awesome friends @Arka @Archit @George Christopoulos @Shashi Gharti @Anna Scott @anne @Carlo David @Labiba @Mohona @Alejandro Galindo@Sabrina @Aisha Javed@LauraT@Helena Barmer @Fustincho @Sourav @Nirupama Singh @Shudipto Trafder @Karan Kishinani@Samuela Anastasi @Akash Antony @Akshay Pal@Mariia Denysenko @Aleksandra Deis@Seeratpal K. Jaura @Raunak Sarada @Kapil Chandorikar @Sankalp Dayal @Shashank Jain@Diganta@Anshu Trivedi@Disha Mendiratta@Xerous @Swapnil Gaikwad @Alejandro Aristizábal @Agata [OR, USA] @Berenice @Calincan Mircea Ioan #udacityfacebookscholar #60daysofudacity

DAY 49 [14/8/19] Completed :

✅ Solved questions in easy and fun maths problems #math_help #sg_dlstarguys by @Sayali_Kutwal
🔗 https://secureprivataischolar.slack.com/…/CKRP153JS/p156574…
✅ Worked on NLP emotion recognition project and got accuracy of 93% on basic RNN networks with @Sumanyu Rosha @Labiba @Sabrina
✅ Working on QwikLabs Baseline: Data, ML, AI
🔗 https://run.qwiklabs.com/quests/34
✅ Started Week -5 of coursera course of maths for machine learning : linear algebra
🔗 https://www.coursera.org/…/linear-algebra-machi…/home/week/5
✅ Read awesome blog by sebastian ruder
🔗 http://ruder.io/optimizing-gradient-descent/index.html…
✅ Explored newly released python Pyforest which imports all packages at once (when necessary)
🔗 https://github.com/8080labs/pyforest#installation
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I today encourage all my awesome friends @Arka @Archit @George Christopoulos @Shashi Gharti @Anna Scott @anne @Carlo David @Labiba @Mohona @Alejandro Galindo@Sabrina @Aisha Javed@LauraT@Helena Barmer @Fustincho @Sourav @Nirupama Singh @Shudipto Trafder @Karan Kishinani@Samuela Anastasi @Akash Antony @Akshay Pal@Mariia Denysenko @Aleksandra Deis@Seeratpal K. Jaura @Raunak Sarada @Kapil Chandorikar @Sankalp Dayal @Shashank Jain@Diganta@Anshu Trivedi@Disha Mendiratta@Xerous @Swapnil Gaikwad @Alejandro Aristizábal@Agata [OR, USA] @Berenice @Calincan Mircea Ioan

#udacityfacebookscholar

#60daysofudacity

DAY 50 [15/8/19] Completed :

✅ Solved questions in easy and fun maths problems #math_help #sg_dlstarguys by @Sayali_Kutwal
🔗 https://secureprivataischolar.slack.com/…/CKRP153JS/p156583…
✅Worked on NLP emotion recognition project and got accuracy of 98% using different tuning of hyperparameters with awesome friends @Sumanyu Rosha @Sabrina @Labiba
✅ Worked on documenting the smog detection project #sg_planetearth
🔗 https://github.com/souravs17031999/SmogDetection/…/README.md
✅ Special eigen cases Week -5 of coursera course of maths for machine learning : linear algebra
🔗 https://www.coursera.org/…/lecture/urLNy/special-eigen-cases
✅ Read medium articles :
🔗 https://medium.com/…/the-threat-of-googles-deepmind-9fe9e55…
🔗 https://medium.com/…/predicting-the-publishers-name-from-an…
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I today encourage all my awesome friends @Arka @Archit @George Christopoulos @Shashi Gharti @Anna Scott @anne @Carlo David @Labiba @Mohona @Alejandro Galindo@Sabrina @Aisha Javed@LauraT@Helena Barmer @Fustincho @Sourav @Nirupama Singh @Shudipto Trafder @Karan Kishinani@Samuela Anastasi @Akash Antony @Akshay Pal@Mariia Denysenko @Aleksandra Deis@Seeratpal K. Jaura @Raunak Sarada @Kapil Chandorikar @Sankalp Dayal @Shashank Jain@Diganta@Anshu Trivedi@Disha Mendiratta@Xerous @Swapnil Gaikwad @Alejandro Aristizábal@Agata [OR, USA] @Berenice @Calincan Mircea Ioan @Adriel Vieira @Fustincho @Antonio

#udacityfacebookscholar

#60daysofudacity

DAY 51 [16/8/19] Completed :

✅ Solved questions in easy and fun maths problems #math_help #sg_dlstarguys by @Sayali_Kutwal
🔗 https://secureprivataischolar.slack.com/…/CL7PWDFJS/p156592…
✅ Solved question in #tidbits by @Mansi Goyal
🔗 https://secureprivataischolar.slack.com/…/CJSCX4WAZ/p156595…
✅ Solved questions and trying to reach final solution #sg_pytorch_begin
🔗 https://secureprivataischolar.slack.com/…/CL55WHVV2/p156590…
✅ Discussed about deployment related ideas for NLP emotion recognition project with awesome friends @Sabrina @Sumanyu Rosha @Labiba
✅ Made a poll for finalizing the project for showcase #sg_planetearth and discussed about finishing documentation part.
✅ Read awesome medium articles:
🔗 https://towardsdatascience.com/a-big-of-tricks-for-image-cl…
🔗 https://medium.com/…/new-state-of-the-art-ai-optimizer-rect…
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I today encourage all my awesome friends @Arka @Archit @George Christopoulos @Shashi Gharti @Anna Scott @anne @Carlo David @Labiba @Mohona @Alejandro Galindo@Sabrina @Aisha Javed@LauraT@Helena Barmer @Fustincho @Sourav @Nirupama Singh @Shudipto Trafder @Karan Kishinani@Samuela Anastasi @Akash Antony @Akshay Pal@Mariia Denysenko @Aleksandra Deis@Seeratpal K. Jaura @Raunak Sarada @Kapil Chandorikar @Sankalp Dayal @Shashank Jain@Diganta@Anshu Trivedi@Disha Mendiratta@Xerous @Swapnil Gaikwad @Alejandro Aristizábal@Agata [OR, USA] @Berenice @Calincan Mircea Ioan @Adriel Vieira @Fustincho @Antonio

#udacityfacebookscholar

#60daysofudacity

DAY 52 [17/8/19] Completed :

✅ Solved questions in easy and fun maths problems #math_help #sg_dlstarguys by @Sayali_Kutwal
🔗 https://secureprivataischolar.slack.com/…/CKRP153JS/p156600…
✅ Solved question in #tidbits by @Mansi Goyal in #general
🔗 https://secureprivataischolar.slack.com/…/CJSCX4WAZ/p156602…
✅ Participated in Kahoot quiz for all topics in #general by @Kapil Chandorikar , came II :second_place_medal:
🔗 https://secureprivataischolar.slack.com/…/CJSCX4WAZ/p156604…
✅ Got badge for top performer for the latest quiz on paper "“Why Should I Trust You?” Explaining the Predictions of Any Classifier" papersdclub #reading_paper_discuss
🔗 https://secureprivataischolar.slack.com/…/CKREEFSNT/p156602…
🔗 https://arxiv.org/pdf/1602.04938v3.pdf
✅ Discussed documentation part with team #sg_planetearth
✅ Working on finishing individual projects for showcase
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I today encourage all my awesome friends @Arka @Archit @George Christopoulos @Shashi Gharti @Anna Scott @anne @Carlo David @Labiba @Mohona @Alejandro Galindo@Sabrina @Aisha Javed@LauraT@Helena Barmer @Fustincho @Sourav @Nirupama Singh @Shudipto Trafder @Karan Kishinani@Samuela Anastasi @Akash Antony @Akshay Pal@Mariia Denysenko @Aleksandra Deis@Seeratpal K. Jaura @Raunak Sarada @Kapil Chandorikar @Sankalp Dayal @Shashank Jain@Diganta@Anshu Trivedi@Disha Mendiratta@Xerous @Swapnil Gaikwad @Alejandro Aristizábal@Agata [OR, USA] @Berenice @Calincan Mircea Ioan @Adriel Vieira @Fustincho @Antonio

#udacityfacebookscholar

#60daysofudacity

DAY 53 [18/8/19] Completed :

✅ Solved questions in easy and fun maths problems #math_help #sg_dlstarguys by @Sayali_Kutwal
🔗https://secureprivataischolar.slack.com/archives/CL7PWDFJS/p1566096443303100
✅ Participated in kahoot quiz by @Michael Sheinman in #general
🔗 https://secureprivataischolar.slack.com/archives/CJSCX4WAZ/p1566134222278000
✅ Discussed on Smog detection project with team #sg_planetearth
🔗 Writing documentations for different projects for showcase
✅ Working on Adding federated learning to NLP emotion recognition project with @Sumanyu Rosha @Sabrina @Labiba
✅ Read awesome medium articles :
🔗 https://towardsdatascience.com/under-the-hood-of-neural-networks-part-2-recurrent-af091247ba78
🔗 https://towardsdatascience.com/getting-started-with-deep-reinforcement-learning-can-be-a-beast-heres-a-way-to-frame-it-7063c3e1c584
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I today encourage all my awesome friends @Arka @Archit @George Christopoulos @Shashi Gharti @Anna Scott @anne @Carlo David @Labiba @Mohona @Alejandro Galindo@Sabrina @Aisha Javed@LauraT@Helena Barmer @Fustincho @Sourav @Nirupama Singh @Shudipto Trafder @Karan Kishinani@Samuela Anastasi @Akash Antony @Akshay Pal@Mariia Denysenko @Aleksandra Deis@Seeratpal K. Jaura @Raunak Sarada @Kapil Chandorikar @Sankalp Dayal @Shashank Jain@Diganta@Anshu Trivedi@Disha Mendiratta@Xerous @Swapnil Gaikwad @Alejandro Aristizábal@Agata [OR, USA] @Berenice @Calincan Mircea Ioan @Adriel Vieira @Fustincho @Antonio #udacityfacebookscholar #60daysofudacity

DAY 54 [19/8/19] Completed :

✅ Solved questions in #tidbits by @Mansi Goyal
🔗 https://secureprivataischolar.slack.com/archives/CJSCX4WAZ/p1566227852394800
✅ Solved easy and fun maths puzzles by @Sayali_Kutwal
🔗 https://secureprivataischolar.slack.com/archives/CKRP153JS/p1566189424299700
✅ Worked on implementing federated learning on NLP emotion recognition , encountering so many bugs and solving them with the help of our team @Sabrina @Labiba @Sumanyu Rosha
✅ Worked and completed smog detection project with #sg_planetearth . kudos to you guys !
✅ Writing documentation for other projects.
✅ Answered several questions in #ama_sessions
✅ Read awesome medium articles :
🔗 https://medium.com/coinmonks/smote-and-adasyn-handling-imbalanced-data-set-34f5223e167
🔗 https://towardsdatascience.com/detecting-retina-damage-from-oct-retinal-images-315b4af62938
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I today encourage all my awesome friends @Arka @Archit @George Christopoulos @Shashi Gharti @Anna Scott @anne @Carlo David @Labiba @Mohona @Alejandro Galindo@Sabrina @Aisha Javed@LauraT@Helena Barmer @Fustincho @Sourav @Nirupama Singh @Shudipto Trafder @Karan Kishinani@Samuela Anastasi @Akash Antony @Akshay Pal@Mariia Denysenko @Aleksandra Deis@Seeratpal K. Jaura @Raunak Sarada @Kapil Chandorikar @Sankalp Dayal @Shashank Jain@Diganta@Anshu Trivedi@Disha Mendiratta@Xerous @Swapnil Gaikwad @Alejandro Aristizábal@Agata [OR, USA] @Berenice @Calincan Mircea Ioan @Adriel Vieira @Fustincho @Antonio #udacityfacebookscholar #60daysofudacity

DAY 55 [20/8/19] Completed :

✅ Worked on completing project : Emotion recognition using NLP with awesome team @Sumanyu Rosha@Labiba @Sabrina
✅ Worked on completing project : Smog detection project with awesome team @Shudipto Trafder@Berenice @Agata [OR, USA] @Ingus Terbets @Akash Antony @George Christopoulos @Alexander Villasoto @Pooja Vinod @Viper @Sayed Maheen Basheer @Abhishek Lalwani @LauraT
✅ Worked on completing my project - I : Implementing neural style transfer
✅ Worked on completing my project - II : Federated learning and testing on encrypted dataset and model for MNIST
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I today encourage all my awesome friends @Arka @Archit @George Christopoulos @Shashi Gharti @Anna Scott @anne @Carlo David @Labiba @Mohona @Alejandro Galindo@Sabrina @Aisha Javed@LauraT@Helena Barmer @Fustincho @Sourav @Nirupama Singh @Shudipto Trafder @Karan Kishinani@Samuela Anastasi @Akash Antony @Akshay Pal@Mariia Denysenko @Aleksandra Deis@Seeratpal K. Jaura @Raunak Sarada @Kapil Chandorikar @Sankalp Dayal @Shashank Jain@Diganta@Anshu Trivedi@Disha Mendiratta@Xerous @Swapnil Gaikwad @Alejandro Aristizábal@Agata [OR, USA] @Berenice @Calincan Mircea Ioan @Adriel Vieira @Fustincho @Antonio@Sourav #udacityfacebookscholar #60daysofudacity

DAY 56 [21/8/19] Completed :

✅ Solved questions in easy and fun maths problems #math_help #sg_dlstarguys by @Sayali_Kutwal
🔗 https://secureprivataischolar.slack.com/archives/CL7PWDFJS/p1566349064319900
✅ Working on GCP Dataprep: Qwik Start Qwiklabs
🔗 https://www.qwiklabs.com/focuses/584?parent=catalog
✅ Working on completing last week of coursera course maths for machine learning
🔗 https://www.coursera.org/learn/linear-algebra-machine-learning/home/welcome
✅ Working on writing medium article for final keystone project
✅ Read awesome medium articles :
🔗 https://towardsdatascience.com/how-i-created-over-100-000-labeled-lego-training-images-ec74191bb4ef
🔗 https://towardsdatascience.com/language-translation-with-rnns-d84d43b40571
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I today encourage all my awesome friends @Arka @Archit @George Christopoulos @Shashi Gharti @Anna Scott @anne @Carlo David @Labiba @Mohona @Alejandro Galindo@Sabrina @Aisha Javed@LauraT@Helena Barmer @Fustincho @Sourav @Nirupama Singh @Shudipto Trafder @Karan Kishinani@Samuela Anastasi @Akash Antony @Akshay Pal@Mariia Denysenko @Aleksandra Deis@Seeratpal K. Jaura @Raunak Sarada @Kapil Chandorikar @Sankalp Dayal @Shashank Jain@Diganta@Anshu Trivedi@Disha Mendiratta@Xerous @Swapnil Gaikwad @Alejandro Aristizábal@Agata [OR, USA] @Berenice @Calincan Mircea Ioan @Adriel Vieira @Fustincho @Antonio@Sourav #udacityfacebookscholar #60daysofudacity

DAY 57 [22/8/19] Completed :

✅ Working on writing blog on final keystone project
✅ Made a video on pytorch autograd module in 90seconds challenge in #sg_caffeine_coders for caffeine90 activity.
🔗 https://www.youtube.com/watch?v=0AcNAJinqWM
✅ Discussed on maths blogging competition phase -2 with awesome maths enthusiasts @Aniket Mitra @Mohona @Labiba @Archit @Agata [OR, USA] @Calincan Mircea Ioan @Diganta wanna participate , head over to :
🔗 https://secureprivataischolar.slack.com/…/CL7PWDFJS/p156648…
✅ Completing the last week -5 for maths for machine learning , now on "Visualising Matrices and Eigen" #sg_dlstarguys
🔗 https://www.coursera.org/…/A…/visualising-matrices-and-eigen
✅ Read awesome medium articles :
🔗 https://medium.com/…/the-amazing-tech-stack-of-openmined-a4…
🔗 https://towardsdatascience.com/why-you-should-learn-about-s…
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I today encourage all my awesome friends @Arka @Archit @George Christopoulos @Shashi Gharti @Anna Scott @anne @Carlo David @Labiba @Mohona @Alejandro Galindo@Sabrina @Aisha Javed@LauraT@Helena Barmer @Fustincho @Sourav @Nirupama Singh @Shudipto Trafder @Karan Kishinani@Samuela Anastasi @Akash Antony @Akshay Pal@Mariia Denysenko @Aleksandra Deis@Seeratpal K. Jaura @Raunak Sarada @Kapil Chandorikar @Sankalp Dayal @Shashank Jain@Diganta@Anshu Trivedi@Disha Mendiratta@Xerous @Swapnil Gaikwad @Alejandro Aristizábal@Agata [OR, USA] @Berenice @Calincan Mircea Ioan @Adriel Vieira @Fustincho@Antonio@Sourav

#udacityfacebookscholar

#60daysofudacity

DAY 58 [23/8/19] Completed :

✅ Solved questions in easy and fun maths problems #math_help #sg_dlstarguys by @Sayali_Kutwal
🔗 https://secureprivataischolar.slack.com/…/CL7PWDFJS/p156652…
✅ Solved questions in #sg_pytorch_begin Day30
🔗 https://secureprivataischolar.slack.com/…/CL55WHVV2/p156651…
✅ Working on completing blog on my keystone project
✅ Released My second Google Assistant App : " Deep learn " for questions on deep learning and privacy preserving deep learning ! Just say " hey google , talk to deep learn " and enjoy For now , it contains few questions , but soon it will be a big question bank !
🔗 https://assistant.google.com/servic…/a/uid/000000dd9137a935…
✅ Read awesome medium articles :
🔗 https://towardsdatascience.com/beating-video-games-with-dee…
🔗 https://medium.com/…/predicting-pokemon-battle-winner-using…
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I today encourage all my awesome friends @Arka @Archit @George Christopoulos @Shashi Gharti @Anna Scott @anne @Carlo David @Labiba @Mohona @Alejandro Galindo@Sabrina @Aisha Javed@LauraT@Helena Barmer @Fustincho @Sourav @Nirupama Singh @Shudipto Trafder @Karan Kishinani@Samuela Anastasi @Akash Antony @Akshay Pal@Mariia Denysenko @Aleksandra Deis@Seeratpal K. Jaura @Raunak Sarada @Kapil Chandorikar @Sankalp Dayal @Shashank Jain@Diganta@Anshu Trivedi@Disha Mendiratta@Xerous @Swapnil Gaikwad @Alejandro Aristizábal@Agata [OR, USA] @Berenice @Calincan Mircea Ioan @Adriel Vieira@Fustincho@Antonio@Sourav

#udacityfacebookscholar

#60daysofudacity

DAY 59 [24/8/19] Completed :

✅ Complete Blog on keystone project combining federated learning and encrypted multi party computations on MNIST
🔗 https://medium.com/secure-and-private-ai-writing-challenge/keystone-project-federated-learning-encrypted-computation-for-mnist-ee09a90d6b08
✅ Got 2nd place :second_place_medal: in today's kahoot quiz in #general for complete course , by @Kapil Chandorikar
🔗 https://secureprivataischolar.slack.com/…/CJSCX4WAZ/p156665…
✅ Exploring codebase of Pysyft , got deeper insights of implementations (will share in lessons channel soon)
✅ Read awesome medium articles :
🔗 https://towardsdatascience.com/recent-advances-for-a-better…
🔗 https://towardsdatascience.com/pysyft-and-the-emergence-of-…
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I today encourage all my awesome friends @Arka @Archit @George Christopoulos @Shashi Gharti @Anna Scott @anne @Carlo David @Labiba @Mohona @Alejandro Galindo@Sabrina @Aisha Javed@LauraT@Helena Barmer @Fustincho @Sourav @Nirupama Singh @Shudipto Trafder @Karan Kishinani@Samuela Anastasi @Akash Antony @Akshay Pal@Mariia Denysenko @Aleksandra Deis@Seeratpal K. Jaura @Raunak Sarada @Kapil Chandorikar @Sankalp Dayal @Shashank Jain@Diganta@Anshu Trivedi@Disha Mendiratta@Xerous @Swapnil Gaikwad @Alejandro Aristizábal@Agata [OR, USA] @Berenice @Calincan Mircea Ioan @Adriel Vieira@Fustincho@Antonio@Sourav @Aniket Mitra @Swapnil Gaikwad

#udacityfacebookscholar

#60daysofudacity

DAY 60 [25/8/19] Completed :

✅ Made a small repo for creating custom federated datasets and dataloader using pysyft
🔗 https://github.com/souravs17031999/Projects-kaggle-problems-60daysofudacity/blob/master/Pysyft_federated_dataset_creation.ipynb
✅ Completed baseline AI infrastructure , and Cloud architechture for GCP QwiKLabs
🔗 https://www.qwiklabs.com/quests/24
✅ Exploring Pysyft codebase
✅ Participated in Kahoot quiz in #general by @Michael Sheinman
✅ Submitted my video for appreciation towards 📷 Facebook and 📷 Udacity
✅ Read awesome medium articles :
🔗 (Must read) : https://becominghuman.ai/cheat-sheets-for-ai-neural-networks-machine-learning-deep-learning-big-data-678c51b4b463
🔗 https://towardsdatascience.com/why-openmined-is-becoming-a-role-model-for-open-source-projects-ae11749fc577
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Finally did it today ! Thanks for your continuous support and motivation @Arka @Archit @George Christopoulos @Shashi Gharti @Anna Scott @anne @Carlo David @Labiba @Mohona @Alejandro Galindo@Sabrina @Aisha Javed@LauraT@Helena Barmer @Fustincho @Sourav @Nirupama Singh @Shudipto Trafder @Karan Kishinani@Samuela Anastasi @Akash Antony @Akshay Pal@Mariia Denysenko @Aleksandra Deis@Seeratpal K. Jaura @Raunak Sarada @Kapil Chandorikar @Sankalp Dayal @Shashank Jain@Diganta@Anshu Trivedi@Disha Mendiratta@Xerous @Swapnil Gaikwad @Alejandro Aristizábal@Agata [OR, USA] @Berenice @Calincan Mircea Ioan @Adriel Vieira@Fustincho@Antonio@Sourav @Aniket Mitra@Swapnil Gaikwad #udacityfacebookscholar #60daysofudacity

🔗 Important links for all the summarized work:
👉 Completed individual projects
👉 Completed individual project showcase
👉 Completed group project showcase - I
👉 Completed group project showcase - II
👉 Completed all notebooks for SPARC and keystone project implementation
👉 Written all Medium articles for SPARC topics and keystone project implementation blog
👉 FATQS developement member repo and site
👉 Secure and private AI deep learning Google assistant app developer
👉 One of the organisers of Maths Blogging competition , all article here
👉 Organiser of Study Group #sg_dlstarguys

Thanks Udacity, Facebook, Openmined , Andrew Trask and his team.

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60days-of-udacity

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