This repository contains all the assignments and group case studies done as a part of Post Graduate Diploma in Machine Learning & Artificial Intelligence course from UpGrad & IIITB from September 2018 to September 2019

Table of Content

• Exploratory Data Analysis
  • Spark Funds Investment Analysis
  • Lending Club Case Study
• Classical Machine Learning
  • Predicting car prices at Geely_Auto
  • Telecom Churn Case Study
• Natural Language Processing
  • HMM-based POS tagger
  • Chatbot at Foodie using RASA
• Neural Network
  • Neural network using numpy
  • Gesture Recognition
• Reinforcement Learning
  • Tic-Tac-Toe
  • Help cab drivers at SuperCabs maximise their profits
• Probabilistic Graphical Model
  • Topic Modelling on a set of Amazon reviews using Restricted Boltzmann Machine

Contributors

• Megha Jain
• Mohammad Afroz Alam Khan
• Mohammad Saman Tamkeen
• Santosh AmbaPrasad
• Vivek Dalal

Certificates

• Course 1,2,3
• Diploma

⚠️ Strict warning against plagiarism ⚠️

Please remember the honesty pledge before trying to copy any part of the code for your assignments

I, Mohammad Saman Tamkeen, promise that during the course of this assignment I shall not use unethical and nefarious means in an attempt to defraud the sanctity of the assignment and gain an unfair advantage over my peers. I will adhere to the virtues of truth and honesty. I will honour the IIIT - Bangalore and UpGrad's honour code.