pratjz / ML_Resources

Machine Learning

Machine_Learning

• 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