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https://github.com/leniquenoralez/computer-science-self-study-plan

My Computer Science Slef Study Plan
https://github.com/leniquenoralez/computer-science-self-study-plan

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My Computer Science Slef Study Plan

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README 

        
# Computer Science Self Study Plan



![Computer Science Image](https://cdn0.tnwcdn.com/wp-content/blogs.dir/1/files/2017/09/bUcvrRc-1-796x398.jpg)



> “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 only includes computer science learning material. It previously contained materials to help with job interview preparation but I removed all them.



The best way to improve as a software developer is to work on projects. You can view [this repo](https://github.com/leniquenoralez/awsome-software-development-projects) that I'll be updating with great project ideas to apply your skills to improve as a developer.



## Table Of Content



- [My Current Progress](#my-current-progress)

- [Introduction To Programming](#introduction-to-programming)

- [Computer Architecture](#computer-architecture)

- [Algorithms And Data Structures](#algorithms-and-data-structures)

- [Database](#database)

- [Networking](#networking)

- [Further Studying](#further-studying)

  - [Operating Systems](#operating-systems)

  - [Distributed Systems](#distributed-systems)

  - [Artificial Intelligence](#artificial-intelligence)

  - [Machine Learning](#machine-learning)



=========================================



## Introduction To Programming



Learn fundamental programming concepts and build a strong programming foundation



- [CS50's Introduction to Computer Science](https://www.edx.org/course/cs50s-introduction-to-computer-science)



## Computer Architecture



Understand how the system works that you are writing code on



- Great Ideas in Computer Architecture - [Lecture Notes](http://inst.eecs.berkeley.edu/~cs61c/sp15/), [Lecture Videos](https://archive.org/details/ucberkeley-webcast-PL-XXv-cvA_iCl2-D-FS5mk0jFF6cYSJs_)



- Computer Organization and Design - [Buy On Amazon](https://www.amazon.com/Computer-Organization-Design-Fifth-Architecture/dp/0124077269?pldnSite=1)

- C Programming Language - [Buy On Amazon](https://www.amazon.com/Programming-Language-2nd-Brian-Kernighan/dp/0131103628/ref=sr_1_1?s=books&ie=UTF8&qid=1518908013&sr=1-1&keywords=c+programming+language)

- The Data center as a Computer - [Online PDF](http://inst.eecs.berkeley.edu/~cs61c/resources/WSCBarrosoHolzle.pdf)



## Algorithms And Data Structures



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



- Skiena's Algorithms Lectures - [Lecture Notes](https://bit.ly/2Miw0zL), [Lecture Videos](https://bit.ly/2MKtf74)

- The Algorithm Design Manual - [Buy Book on Amazon](https://amzn.to/2MkzLRP)



#### Optional Resources



- Data Structures and Algorithms in Python - [Buy Book On Amazon](https://amzn.to/2LS9ga5)

- Grokking Algorithms - [Buy Book On Amazon](https://amzn.to/2Ku6AKe)



## Database



Learn how to store and manipulate data stored in databases.



- CMU 15-445/645 - Database Systems - [YouTube Playlist](https://www.youtube.com/playlist?list=PLSE8ODhjZXja3hgmuwhf89qboV1kOxMx7) , [Lecture Notes](https://15445.courses.cs.cmu.edu/fall2018/)



#### Optional Courses



- [SQL - Full course for beginners (YouTube Video)](https://www.youtube.com/watch?v=HXV3zeQKqGY)

- [SQL Crash Course - Beginner to Intermediate (YouTube Video)](https://www.youtube.com/watch?v=nWeW3sCmD2k)

- [An Introduction To NoSQL Databases (YouTube Video)](https://www.youtube.com/watch?v=uD3p_rZPBUQ)

- [NoSQL Tutorial for Beginners (YouTube Video)](https://www.youtube.com/watch?v=2yQ9TGFpDuM)

- [MongoDB Complete Introduction & Summary(YouTube Video)](https://www.youtube.com/watch?v=VELru-FCWDM)



## Networking



- Introduction To Networking - [MOOC Stanford](https://stanford.io/1GXRYzS)

- Computer Networking: A Top-Down Approach - [Buy Book On Amazon](https://amzn.to/2vju3Jz)

- Computer Networks - [YouTube Playlist](https://m.youtube.com/playlist?list=PLEbnTDJUr_IegfoqO4iPnPYQui46QqT0j)



## Further Studying



### Operating Systems



- [Operating Systems by Gate Lectures ](http://bit.ly/2BDbPGQ)

- [UC Berkeley Computer Science 162 - Fall 2010](http://bit.ly/2BAAjAF)

- [CS162 Lecture Notes](http://bit.ly/2HtvtWn)

- [Operating System Concept](http://amzn.to/2EOJFuB)

- [Modern Operating Systems](http://amzn.to/2CvAERS)

- [Operating Systems: Three Easy Pieces(Online PDF)](http://pages.cs.wisc.edu/~remzi/OSTEP/)

- [Operating Systems: Principles and Practice](http://amzn.to/2ommQEq)



### Distributed Systems



- [Distributed Systems Definition](https://m.youtube.com/watch?v=nH9uwoyczFc)

- [Introduction to Distributed Systems Design](http://bit.ly/13KaEko)

- [Distributed Systems In One Lesson](http://bit.ly/2sJA3MU)

- [Distributed Systems - Fast Tech Skills](http://bit.ly/2EDAwBw)

- [What is a distributed system?](http://bit.ly/2EDP5ZX)

- Distributed Systems - [Online PDF](http://bit.ly/2wQshO0), [Buy Book On Amazon](http://amzn.to/2sAcoOE)



### Artificial Intelligence



- CS188 Intro to AI - [Lecture Notes](https://bit.ly/2KtbA1K), [Lecture Videos](https://bit.ly/25TQnXW)

- [Artificial Intelligence: A Modern Approach](https://amzn.to/2vBfQXO)

- [Machine Learning](https://www.coursera.org/learn/machine-learning)



### Machine Learning



- [Machine Learning By Stanford University on Coursera](https://www.coursera.org/learn/machine-learning)

- [Machine Learning A-Z™: Hands-On Python & R In Data Science on Udemy](https://www.udemy.com/machinelearning/)