Popular GitHub Repositories for Harvardx Capstone

Chatbot system for Final Year Project. Chatbot made in Python using Natural Language Toolkit especially Machine Learning. Easy to Understand and Implement.

Allstate Kaggle Competition ML Capstone Project

Neural Machine Translation: Explaining The Meaning Behind Lyrics (DSI Final Capstone Project)

This is a capstone project associated with MLOps Zoomcamp. The end goal of the project is to build an end-to-end machine learning project containing feature engineering, training, validation, tracking, modeel deployment, hosting, and general engineering best practices aimed at making house price predictions.

Final Year Capstone Project for B.Tech in Computer Science

My capstone project explores machine learning, hardware, and web development to create a smart home system for monitoring the health of homebound patients suffering from sleep apnea. The system includes data collection through sensors, embedded ML (TinyML) to analyze data, and web development for creating a medical dashboard.

This is a capstone project on a real dataset related to segmenting low-grade glioma. This capstone project is included in the UpSchool Machine Learning & Deep Learning Program in partnership with Google Developers.

Quizzes & Assignment Solutions for IBM Machine Learning Certificate on Coursera. Also included a few resources on side that I found helpful.

Training autonomous vehicles with Augmented Random Search algorithm in the Carla driving simulator. Flatiron Capstone Project.

Machine Learning Engineer - Capstone Project - Development of a recommendation system to send offers via direct marketing

This repository contains the three-part capstone project made for the DTU Data Science course 02450: Introduction to Machine Learning and Data Mining

CarND Capstone

This project explores a deep reinforcement learning technique to train an agent to play atari pong game from OpenAI Gym. OpenAI Gym is a toolkit to develop and compare reinforcement learning algorithms. The learning agent takes raw pixels from the atari emulator and predicts an action that is fed back into the emulator via OpenAI interface. The deep reinforcement learning network used in this project is Deep Q Network (DQN), it took over 10 million episodes to perfectly play and win the game.

Sleep state prediction in embedded systems based on sensor data.

Build a machine learning model to predict weekly sales with 97.4% accuracy. Integrated Exploratory Data Analysis tools to analyze trends, patterns, and actionable insights. The solution enables detailed sales comparisons, evaluates feature impacts and ranges, and identifies top performers, greatly enhancing decision-making in the retail industries.

This is a Liver Disease Machine Learning Classification Capstone Project in fulfillment of the Udacity Azure ML Nanodegree. In this project, you will learn to deploy a machine learning model from scratch. The files and documentation with experiment instructions needed for replicating the project, is provided for you.

My Artificial Intelligence Project (Tic Tac Toe) that I developed and made at Harvard University...

Mobile app that detects of waste objects through camera and provides sustainable disposal instructions and directions. Building off of a software Engineering capstone project for Concordia University in partnership with CP3 and Zero Waste Concordia in development from Fall 2021 to Winter 2022.

Udacity Machine Learning Engineer Nanodegree capstone proposal.

Capstone Project for Clobotics: Using Mask R-CNN for Rigid/Non-Rigid Retail Consumable Product Detection