Capstone Projects

  • 1

    Welcome!

  • 2

    Sample Deliverables & Templates

    • Sample Project Presentation

    • Sample Notebooks

    • How to make a Github commit?

    • Sample Presentation Video

    • Project Presentation Template

    • Project Technical Documentation Template
  • 3

    Exploratory Data Analysis (Choose any one)

    • Airbnb Bookings Analysis

    • Global Terrorism Analysis

    • Hotel Booking Analysis

    • IPL T20 Cricket Analysis

    • Play Store App Review Analysis

    • Telecom Churn Analysis

    • World Bank Global Education Analysis
  • 4

    EDA - Capstone Project Submission

    • Submit your project
  • 5

    Supervised ML - Regression (Choose any one)

    • Appliances Energy Prediction

    • Bike Sharing Demand Prediction

    • News Popularity Prediction

    • NYC Taxi Trip Time Prediction

    • Retail Sales Prediction

    • SGEMM GPU Kernel Performance

    • Transport Demand Prediction

    • Ted Talk Views Prediction

    • Yes Bank Stock Closing Price Prediction
  • 6

    Supervised ML Regression - Capstone Project Submission

    • Submit your project
  • 7

    Supervised ML - Classification (Choose any one)

    • Airline Passenger Referral Prediction

    • Bank Marketing Effectiveness Prediction

    • Cardiovascular Risk Prediction

    • Coronavirus Tweet Sentiment Analysis

    • Credit Card Default Prediction

    • Email Campaign Effectiveness Prediction

    • Loan Default Prediction

    • Mobile Price Range Prediction

    • Startup Funding Prediction

    • Taxi Mobility Surge Price Prediction
  • 8

    Supervised ML - Classification - Capstone Project Submission

    • Submit your project
  • 9

    Unsupervised Machine Learning (Choose any one)

    • Book Recommendation System

    • Company Classification

    • Customer Segmentation

    • Online Bot Detection

    • Product Recommendation Engine

    • Topic Modeling on News Articles

    • Word2Vec Clustering on Product Items
  • 10

    Unsupervised ML - Capstone Project Submission

    • Submit your project
  • 11

    Deep Learning + ML Engineering (Choose any one)

    • Project Guidelines

    • Face Recognition & Drowsiness Detection

    • Face Emotion Recognition

    • Speech Emotion Recognition

    • Automated Question Answering System
  • 12

    Deep Learning + ML Engineering Capstone Project Submission

    • Submit your project

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