This repository contains the Udacity's nanodegrees' projects completed by me.
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Deep Learning nanodegree (DLND) through PyTorch Scholarship Challenge.
- Project 1: Flower image classification
- Project 2: Dog breed classification
- Project 3: TV Script generation
- Project 4: Face Generation using DCGAN
- Project 5: Deploying sentiment analysis model on Amazon Sagemaker
- Project 6: Neural Style Transfer
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Deep Reinforcement Learning nanodegree (DRLND) through PyTorch Scholarship Challenge.
- Project 1: Navigation is about training a RL agent to navigate (and collect bananas!) in a large, square world.
- Project 2: Continuous Control is about training a RL double-jointed arm agent so that it can move to target locations.
- Project 3: Collaboration and Competition is about training two RL agents to control tennis rackets to bounce a ball over a net.
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Data Analyst nanodegree (DAND) through Bertelsmann Scholarship Challenge.
- Project 1: Explore Weather trends analyzes local and global temperature data and compare the temperature trends where you live to overall global temperature trends.
- Project 2: Investigate a dataset analyzes a dataset and then communicates the findings.
- Project 3: Analyze A/B test results understands the results of an A/B test run by an e-commerce website.
- Project 4: Wrangle and Analyze Data wrangles and analyzes the tweet data of WeRateDogs that rates people's dogs with a humorous comment about the dog.
- Project 5: Communicate Data Findings deals with data exploration of the flights cancellation and delay dataset mainly using data visualization and present the findings using explanatory visualizations.