README.md

Engineering Resources

List of resources and project samples for Engineering Students

Contents

• Engineering Resources
  • Contents
  • Introduction
  • Student Offers
  • CS Resources
  • Machine Learning Resources
  • Competitive Programming

Introduction

This is a list of resources for engineering students. This list is maintained by students for students. If you wish to contribute, please read the contributing guidelines.

Student Offers

1. Github Student Pack - A pack of free software and services for students.
2. Jetbrains Student Pack - A pack of free software and services for students.
3. Microsoft Azure for Students - Free Azure credits for students.
4. AWS Educate - Free AWS credits for students.
5. Digital Ocean Student Pack - Free Digital Ocean credits for students.

CS Resources

1. Data Structures Playlist.
2. Harvard CS50x.
3. Computerphile (Youtube Channel).
4. The Basics by Tom Scott
5. Data Structures and Algorithms Visualiser - Provides visulation for different data structures and algorithms like sorting, linked lists, hash table etc. Also allows some customizations.
6. Algorithms Playlist by Abdul Bari.
7. Learn C++ - A bit more in depth.
8. Neso Academy - Learn CS Theory.

Machine Learning Resources

1. Google's Machine Learning Crash Course
2. Krish Naik's Machine Learning Playlist
3. Data Science Handbook
4. CRISP-DM PyData 2015
5. Kaggle

Competitive Programming

1. CP playlist (Hindi) by Luv
2. CP playlist (English) by ProgrammingWithHarry
3. Algorithms Playlist by Errichto
4. Beginner Topics For CP by COPS IIT-(BHU)
5. C++ STL by Utkarsh gupta
6. C++ STL(Full Course) by Luv
7. Dynamic Programming (Hindi) by Aditya Verma.
8. Graphs by Striver.