All projects and lecture notes of the Udacity Machine Learning Engineer Nanodegree.
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Updated
Aug 17, 2018 - Jupyter Notebook
All projects and lecture notes of the Udacity Machine Learning Engineer Nanodegree.
➿ 💡 My Udacity projects that I have made to improve my skills and complete my nanodegree. Please don't use it to copy the projects. Submit the PR if you want something to be added to this repository.
This repo includes all the projects I have finished in the Udacity Nanodegree programs
Udacity Machine Learning Nano degree Program Project Predicting Passenger Survival
Recognizing human activities using Deep Learning
Udacity Machine Learning Course Predicting Boston Housing Prices
Capstone Project Gold Price Prediction using Machine learning Approach for Udacity Machine Learning engineer Nanodegree Program
Notes Exercises and Assignments for Udacity Machine Learning Engineer Nanodegree
A collection of projects which explore image classification on chest x-ray images (via the NIH dataset)
Udacity Machine Learning Basic Nanodegree Program - Project 1
Investigated factors affecting likelihood of donations being made using real census data. Developed naive classifier to compare testing results. Trained & tested several supervised machine learning models on preprocessed census data to predict donation likelihood. Selected best model based on accuracy, modified F-score metric, & algo efficiency.
Handwritten Telugu Character Recognition using Convolutional Neural Networks
Android camera app for automatic recognition of German license plates using TensorFlow / TensorFlow Lite 2.4.1
Investigating Dataset contains information about 10,000+ movies collected from The Movie Database (TMDb)
Machine Learning Engineer - Capstone Project - Development of a recommendation system to send offers via direct marketing
The project provides a complete end-to-end workflow for building a binary classifier in Python to recognize the risk of housing loan default. It includes methods like automated feature engineering for connecting relational databases, comparison of different classifiers on imbalanced data, and hyperparameter tuning using Bayesian optimization.
An AWS Sagemaker Model developed for Nudity / NSFW Images Classification. This Model was developed during my Machine Learning Engineer Nanodegree.
Project work from the Udacity machine learning nanodegree encompassing general techniques for supervised,unsupervised and reinforcement learning
Udacity capstone project | Credit card fraud prediction | Supervised Learning | Ensemble model | Data Sampling
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