Financial Analytics

• Credit risk modeling: Predictive model which will predict whether the customer will default the loan or not.
• Stock index prediction Predictive model which can predict the stock index price based on historical dataset.

Customer Analytics

• Customer segmentation Build the customer segmentation so that marketing campaigns can be done optimally
• Customer lifetime value analysis
• Customer churn analusis

Recommendation engines

• Recommendation engine for e-commerce products
• Book recommendation engine
• Basic job recommendation engine using TF-IDF and cosine similarity
• Job recommendation engine

Sentiment Analytics

• Sentiment analysis Generate sentiment score for movie reviews using recurrent neural networks and Long-short term memory units
• Extractive summarization of medical transcription
• summarization of Amazon's product reviews

Object Detection

• Real time object detection using OpenCV
• Real time object detection using YOLO

Face Recognition

• Simple face recognition
• Facial emotion recognition using TensorFlow
• Facial emotion recognition using Keras

Chatbots

• Rule-based chatbots
• Build a chatbot using TensorFlow
• Build a chatbot using Keras, This bot is having reasoning ability...!

Gaming bot

• Q-Learning for simple Atari games
• Space Invaders gaming bot
• Ping Pong gaming bot
• Flappy Bird gaming bot

Cheat sheets

• Cheat sheets for python libraries
• List of awesome Python frameworks, libraries, software and resources