Types of Machine Learning and when to use Machine Learning
Neural Network Architecture and Types
Cloud Computing and Sentiment Analysis
Math Notation and Recommender Systems
Data preparation (cleaning, regularization, dimensionality reduction)
Drone Image Tracking
Stock Prediction
Art Generation
Music Generation (LSTMs applied to Audio)
Poetry Generation (LSTMs applied to NLP)
Language translation (sequence to sequence)
Chatbot QA System with Voice
Game Bot 2D (reinforcement learning via Monte-Carlo tree search)
Image Compression
Data Visualization
Image Generation
One-shot Learning (Probabilistic Programming)