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# Learn_Computer_Science_in_5_Months
# Learn Computer Science in 5 Months
This is the Curriculum for "Learn Computer Science in 5 Months" By Siraj Raval on Youtube

## Overview
Expand All @@ -8,40 +8,241 @@ You can find the video [here](https://youtu.be/-OvRVlqKebI).
# 5 Month Curriculum

## Week 1-2 (Learn Python)
- https://automatetheboringstuff.com/
- https://www.codecademy.com/learn/learn-python
- Learn Python [here](https://www.codecademy.com/learn/learn-python).
- Automate the Boring Stuff with Python [here](https://automatetheboringstuff.com/).

## Week 3-4 (Data Structures)
- https://www.edx.org/course/data-structures-fundamentals-uc-san-diegox-algs201x
- Data Structures Fundamentals [here](https://www.edx.org/course/data-structures-fundamentals-uc-san-diegox-algs201x).

## Week 5-6 (Algorithms)
- https://courses.csail.mit.edu/6.006/fall11/notes.shtml
- Introduction to Algorithms [here](https://courses.csail.mit.edu/6.006/fall11/notes.shtml).

## Week 7 (Databases)
- https://www.coursera.org/learn/python-databases
- Using Databases with Python [here](https://www.coursera.org/learn/python-databases).

## Week 8 (Networking)
- https://www.coursera.org/learn/computer-networking
- The Bits and Bytes of Computer Networking [here](https://www.coursera.org/learn/computer-networking).

## Week 9-10 (Web Development)
- https://www.youtube.com/watch?v=1u2qu-EmIRc&list=PLhQjrBD2T382hIW-IsOVuXP1uMzEvmcE5
- https://github.com/melanierichards/just-build-websites
- CS50's Web Programming with Python and JavaScript [here](https://www.youtube.com/watch?v=1u2qu-EmIRc&list=PLhQjrBD2T382hIW-IsOVuXP1uMzEvmcE5).
- Just! Build! Websites! [here](https://github.com/melanierichards/just-build-websites).

## Week 11-12 (Mobile Development)
- https://developer.apple.com/library/content/referencelibrary/GettingStarted/DevelopiOSAppsSwift/
- https://developer.android.com/training/basics/firstapp/index.html
- Start Developing iOS Apps (Swift) [here](https://developer.apple.com/library/content/referencelibrary/GettingStarted/DevelopiOSAppsSwift/).
- Developer android [here](https://developer.android.com/training/basics/firstapp/index.html).

## Week 13-14 (Data Science)
- https://www.edx.org/course/python-for-data-science
- Python for Data Science [here](https://www.edx.org/course/python-for-data-science).

## Week 15-16 (Computer Vision)
- https://www.udacity.com/course/introduction-to-computer-vision--ud810
- Introduction to Computer Vision [here](https://www.udacity.com/course/introduction-to-computer-vision--ud810).

## Week 17-18 (Natural Language Processing)
- https://www.coursera.org/learn/python-text-mining
- Applied Text Mining in Python [here](https://www.coursera.org/learn/python-text-mining).

## Week 19 (Software Engineering Practices)
- https://www.coursera.org/learn/software-processes
- Software Development Processes and Methodologies [here](https://www.coursera.org/learn/software-processes).

## Week 20 (Blockchain)
- https://www.youtube.com/watch?v=cjbHqvr4ffo&list=PL2-dafEMk2A7jW7CYUJsBu58JH27bqaNL
- Cryptocurrencies [here](https://www.youtube.com/playlist?list=PL2-dafEMk2A7jW7CYUJsBu58JH27bqaNL).
- Create Ethereum & Blockchain Applications Using Solidity [here](https://www.udemy.com/solidity/).
- Code Ethereum DApps [here](https://cryptozombies.io/).
- Web3/Solidity [here](https://ethernaut.zeppelin.solutions/).

_________

# Learn_Blockchain_in_2_months
This is the code for "Learn Blockchain in 2 Months" by Siraj Raval on Youtube


## Overview

This is the code for [this](https://www.youtube.com/watch?v=wVVGv2bmxow) video on Youtube by Siraj Raval on Learning Blockchain in 2 Months.


## Week 1 (Cryptography):
- Cryptography [this](https://www.coursera.org/learn/crypto).

## Week 2 (Mastering Bitcoin + Annotated BTC Whitepaper + BTC wallet)
- Mastering Bitcoin [this](https://github.com/bitcoinbook/bitcoinbook).
- BTC Whitepaper [this](http://fermatslibrary.com/s/bitcoin).
- BTC wallet [this](https://bitcoin.org/en/choose-your-wallet).

## Week 3 (Bitcoin and Cryptocurrencies + build a blockchain)
- Bitcoin and Cryptocurrency Technologies [this](https://www.coursera.org/learn/cryptocurrency).
- Learn Blockchains by Building One [this](https://hackernoon.com/learn-blockchains-by-building-one-117428612f46).

## Week 4 (Ethereum + Annotated Eth Whitepaper):
- Ethereum For Beginners: Build A Hello World Blockchain App [this](https://www.udemy.com/blockchain-application/)
- Eth Whitepaper [this](http://fermatslibrary.com/s/ethereum-a-next-generation-smart-contract-and-decentralized-application-platform#email-newsletter).

## Week 5 (Solidity Programming + Ethereum articles):
- Solidity Programming [this](https://cryptozombies.io/)
- Ethereum articles [this](https://blockgeeks.com/?s=ethereum).

## Week 6 (Other Cryptocurrencies):
- Cryptocurrencies [this](https://www.youtube.com/watch?v=cjbHqvr4ffo&list=PL2-dafEMk2A7jW7CYUJsBu58JH27bqaNL).

## Week 7 (Decentralized Applications):
- Decentralized Applications [this](http://shop.oreilly.com/product/0636920039334.do).

## Week 8 (Build a Decentralized Application):
- P2P Projects List [this](https://github.com/moshest/p2p-index).

_________

# Learn_Machine_Learning_in_3_Months

This is the Curriculum for "Learn Machine Learning in 3 Months" [this](https://youtu.be/Cr6VqTRO1v0) video by Siraj Raval on Youtube

# Month 1

## Week 1 Linear Algebra
https://www.youtube.com/playlist?list=PLZHQObOWTQDPD3MizzM2xVFitgF8hE_ab
https://ocw.mit.edu/courses/mathematics/18-06-linear-algebra-spring-2010/
## Week 2 Calculus
https://www.youtube.com/playlist?list=PLZHQObOWTQDMsr9K-rj53DwVRMYO3t5Yr
## Week 3 Probability
https://www.edx.org/course/introduction-probability-science-mitx-6-041x-2
## Week 4 Algorithms
https://www.edx.org/course/algorithm-design-analysis-pennx-sd3x

# Month 2

## Week 1
#### Learn python for data science
https://www.youtube.com/watch?v=T5pRlIbr6gg&list=PL2-dafEMk2A6QKz1mrk1uIGfHkC1zZ6UU
#### Math of Intelligence
https://www.youtube.com/watch?v=xRJCOz3AfYY&list=PL2-dafEMk2A7mu0bSksCGMJEmeddU_H4D
#### Intro to Tensorflow
https://www.youtube.com/watch?v=2FmcHiLCwTU&list=PL2-dafEMk2A7EEME489DsI468AB0wQsMV

## Week 2
Intro to ML (Udacity)
https://eu.udacity.com/course/intro-to-machine-learning--ud120

## Week 3-4
ML Project Ideas
https://github.com/NirantK/awesome-project-ideas

# Month 3 (Deep Learning)

## Week 1
Intro to Deep Learning
https://www.youtube.com/watch?v=vOppzHpvTiQ&list=PL2-dafEMk2A7YdKv4XfKpfbTH5z6rEEj3

## Week 2
Deep Learning by Fast.AI
http://course.fast.ai/

## Week 3-4
Re-implement DL projects from my github
https://github.com/llSourcell?tab=repositories

---

*Additional Resources:*
- People in ML to [follow on Twitter](https://www.quora.com/Who-should-I-follow-on-Twitter-to-get-useful-and-reliable-machine-learning-information "Quora.com")
- Join the ["Wizards" Slack channel](http://wizards.herokuapp.com/ "Herokuapp.com")

_______

# Learn_Physics_in_2_Months

This is the curriculum for "Learn Physics in 2 Months" by Siraj Raval on Youtube. [This](https://youtu.be/RGD6KQ6bRS8) video.

##### Why Learn Physics?
- It's fundamentally helped us build modern civilization.
- It's used in Quantum Computing
- It's used in Computer Engineering
- It's used for innovation in general (thinking in first principles)

# Month 1

## Week 1 Math Review

##### Linear Algebra
- Study Guide
https://www.souravsengupta.com/cds2016/lectures/Savov_Notes.pdf
- Playlist
https://www.youtube.com/watch?v=kjBOesZCoqc&index=1&list=PLZHQObOWTQDPD3MizzM2xVFitgF8hE_ab
#### Calculus
- Study Guide
http://tutorial.math.lamar.edu/pdf/Calculus_Cheat_Sheet_All.pdf
- Playlist
https://www.youtube.com/playlist?list=PLZHQObOWTQDMsr9K-rj53DwVRMYO3t5Yr
##### Probability
- Study Guide
https://static1.squarespace.com/static/54bf3241e4b0f0d81bf7ff36/t/55e9494fe4b011aed10e48e5/1441352015658/probability_cheatsheet.pdf
##### Statistics
- Study Guide
http://web.mit.edu/~csvoss/Public/usabo/stats_handout.pdf

## Week 2 Classical Mechanics
- Lectures
https://www.youtube.com/watch?v=ApUFtLCrU90&list=PL47F408D36D4CF129
- Study Guide
http://www.maths.liv.ac.uk/TheorPhys/people/staff/jgracey/math228/formula.pdf
- Final Exam
http://galileo.phys.virginia.edu/classes/321.jvn.fall02/Fin2002s.pdf

## Week 3 Statistical Mechanics
- Lectures
https://www.youtube.com/watch?v=D1RzvXDXyqA&t=619s
- Study Guide
https://pdfs.semanticscholar.org/a4d6/cd309dd005c4e30c8a4dbe3ed4c377de32ec.pdf
- Final Exam
http://www.phys.ttu.edu/~cmyles/Phys5305/Exams/Phys5305%20Final%20Exam%20Spring2009.PDF

## Week 4 Electromagnetism
- Lectures
https://www.youtube.com/watch?v=x1-SibwIPM4&list=PLyQSN7X0ro2314mKyUiOILaOC2hk6Pc3j&index=2
- Study Guide
http://www.phys.nthu.edu.tw/~thschang/notes/EM02.pdf
- Final Exam
http://web.mit.edu/8.02/www/Spring02/exams/final-sol4.pdf

# Month 2

## Week 5 Particle Physics
- Lectures
https://www.coursera.org/learn/particle-physics
- Study Guide
https://www.nikhef.nl/~i93/Master/PP1/2011/Lectures/Lecture.pdf
- Final Exam
http://hitoshi.berkeley.edu/129A/final-sol.pdf

## Week 6 Theory of Relativity
- Lectures
https://www.youtube.com/watch?v=JRZgW1YjCKk&list=PLXLSbKIMm0kh6XsMSCEMnM02kEoW_8x-f
- Study Guide
https://arxiv.org/pdf/gr-qc/9712019.pdf
- Final Exam
https://courses.physics.ucsd.edu/2015/Winter/physics225b/hw4-sols.pdf

## Week 7 Quantum Mechanics

- Lectures
https://www.youtube.com/watch?v=ZcpwnozMh2U
https://www.edx.org/course/quantum-mechanics-everyone-georgetownx-phyx-008-01x
- Study Guide
https://ocw.mit.edu/courses/physics/8-04-quantum-physics-i-spring-2013/lecture-notes/MIT8_04S13_Lec01.pdf
- Final Exam
http://www.physics.rutgers.edu/~haule/501/sol_final_2015.pdf

## Week 8 Quantum Field Theory

- Lectures
https://www.youtube.com/watch?v=IGHvf9BwkDY&list=PLbMVogVj5nJQ3slQodXQ5cSEtcp4HbNFc
- Study Guide
https://web.physics.ucsb.edu/~mark/ms-qft-DRAFT.pdf-
Final Exam
http://www-personal.umich.edu/~jbourj/peskin/Quantum%20Field%20Theory%20II%20homeworks.pdf



*Additional Resources:*
- Join the ["Wizards" Slack channel](http://wizards.herokuapp.com/ "Herokuapp.com"). Join the "Physics" channel.