Projects.md

Must Do projects

1. Machine Learning

• Data Science - Pizza de Dados
• Data Science - Serenata de Amor
• Digit Recogniser
• Machine Learning - Free
• Spam/Ham Classification model

2. Beginner Level: Practice Projects
   • Bigmart Sales Data
   • Boston Housing Data
   • Heights and Weights Data
   • Iris Data
   • Loan Prediction Data
   • MNIST Dataset for Digit Recogniser
   • Time Series Analysis Data
   • Turkiye Student Evaluation Data
   • Wine Quality Data

2. Blockchain

• Interesting Blockchain Projects
• A simplest blockchain in python
• Lets build the tiniest blockchain

3. Internet Of Things

• IoT Home Temp Tracking

Arduino

• Arduino Education

4. Big Data

5. Full Stack Web Development

• Advanced React Course
• Make an Online IDE
• MEAN Stack | Online portal of IIT Professors' details
• MEOWER - Twitter clone | Full Stack Web Development example project & detailed walktrough - video
• FreeCodeCamp The languages and technologies currently taught by freeCodeCamp include HTML5, CSS 3, JavaScript, jQuery, Bootstrap, Sass, React.js, Node.js, Express.js, MongoDB, and Git.

6. Backend Development

Django

• API Services with token authentication (JWT)
• E-Commerce

Spring

• JWT Authentication
• Slackbot Portscanner

Flask - Python Microframework

• Article Inventory Tutorial from Scratch

Laravel -PHP Framework

• Laravel Authentication
• Laravel Ticketing System

7. Frontend Development

JavaScript

• ExpressJS
• Javascript 30 Provides a list of front end development projects along with their sourcecode.

React

• Realtime chat backed by Firebase API
• Weather app

Angular

• Angular Tutorial

Beginner's Coding: Functional Programming in Coffee Script (for younger students)

• Play Code Monkey

8. Mobile App Development

• Popular Movies - Udacity