“Plan Your Work And Work Your Plan.” - Napoleon Hill

My personal guide to learning fundamental and advanced Computer Science subjects. The purpose of this plan is to create a solid foundation as a Software Engineer. This repo will only include computer science learning material, I removed all the job searching and preparation material and will create a new repo for that.

The best way to get better at something is by working on projects and creating things. I'll be creating a repo that will have projects ideas based on different CS topics. It will have links to different material to help with projects.

• Detailed Progress

• My Current Progress
• Introduction To Programming
• Computer Architecture
• Algorithms And Data Structures
• Database
• Networking
• Further Studying
  • Operating Systems
  • Distributed Systems
  • Artificial Intelligence
  • Machine Learning

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Learn fundamental programming concepts and build a strong programming foundation

• CS61A: Structure and Interpretation of Computer Programs - Spring 2018

• Composing Programs - Free Online Book

Understnad how the system works that you are writing code on

• Great Ideas in Computer Architecture - Lecture Notes, Lecture Videos

• Computer Organization and Design - Buy On Amazon

• C Programming Language - Buy On Amazon

• The Datacenter as a Computer - Online PDF

Improve Your Problem Solving Skills and learn techniques to write well optimized code

• The Algorithm Design Manual - Buy Book on Amazon
• Skiena's Algorithms Lectures - Lecture Notes, Lecture Viedos

• Data Structures and Algorithms in Python - Buy Book On Amazon
• Grokking Algorithms - Buy Book On Amazon

Learn how to store and manipulate data in databases.

• CMU 15-445/645 - Database Systems - YouTube Playlist , Lecture Notes

• SQL - Full course for beginners (YouTube Video)
• SQL Crash Course - Beginner to Intermediate (YouTube Video)
• An Introduction To NoSQL Databases (YouTube Video)
• NoSQL Tutorial for Beginners (YouTube Video)
• MongoDB Complete Introduction & Summary(YouTube Video)

• Introduction To Networking - MOOC Stanford
• Computer Networking: A Top-Down Approach - Buy Book On Amazon
• Computer Networks - YouTube Playlist

• Operating Systems by Gate Lectures
• UC Berkeley Computer Science 162 - Fall 2010
• CS162 Lecture Notes
• Operating System Concept
• Modern Operating Systems
• Operating Systems: Three Easy Pieces(Online PDF)
• Operating Systems: Principles and Practice

• Distribute Sytems Definition
• Introduction to Distributed System Design
• Distributed Systems In One Lesson
• Distributed Systems - Fast Tech Skills
• What is a distributed system?
• Distributed Sytems - Online PDF, Buy Book On Amazon

• CS188 Intro to AI - Lecture Notes, Lecture Videos
• Artificial Intelligence: A Modern Approach
• Machine Learning

• Machine Learning By Stanford University on Coursera
• Machine Learning A-Z™: Hands-On Python & R In Data Science on Udemy