tigerkdp / datastructures_and_algorithms

Resources to learn

Data Structures and Algorithsm

LeetCode
Geeks for Geeks
Techie Delight
Tutorial Horizon
Visual Ago
Code Spaghetti
Tushar Roy - Mission Peace
Tutorialspoint DS
iDeserve
Saurabh Sir
KDN251
Keon
Algorithm Visualizer
InterviewCake
Yale Uni - notes on DSA
No Stack Dub Stack
Prob Solving with DSA using Python
Visual Ago
BogoToBogo
The Learning Point
List of Algorithms
Tech Interview Handbook
Vaidehi Joshi - basecs
Transitive Bullsh.t
Brandon's Blog
Leetcode Meetup
Keys to Accelerating your coding skills
Rishabh's SDE Int Questions
Java 67
TSiege
Top Coder - Comp Prog Tutorials
Petr Mitrichev Blog
Rosettacode

Practice Sites

Edabit
HackerRank
ProjectEuler
Codility

AWS

AWS site
AWS Geek
AWS in Plain English
AWS and GCP in Plain English
Open Guides - AWS
AWS Python Boto3 Doc
Tutorials Dojo
100 days of Devops

Google Cloud

Google Cloud Python Lib
Build a data pipeline with GCP and Airflow
Cloud data lake on GCP
DE Cheatsheet on GCP
Google Cloud for AWS Professionals

Other sites with lists

MaximAbramChuck
Karan Project-Solutions

Math

Interactive Mathematic
Better Explained
Math Bootcamps
Math is fun
Paul's online notes
She Loves Math
Khan Academy
Cool Math
Explained AI - Matrix Calculus
Linear Algebra on Wikipedia
AeroStudents - Linear Algebra Summay
[Minireference - Linear Algebra in 4 pages(https://minireference.com/static/tutorials/linear_algebra_in_4_pages.pdf)
Minireference - Math pic

Stats and Probability

Brown edu - Probability
Machine Learning Mastery - Statistical Hypothesis Tests
Willams and Mary Univariate Distribution Relationships
Probability Distributions - Wikipedia
Statistics How to
Stat Trek
Math Works
Miro - Which Statistical Test to use
Scribbr - Which Statistical Test to use
Tutorialspoint - Statistics
Listen data
Stats on wikipedia
Hypothesis Testing on Wikipedia

Machine Learning

Sebastian Ruder - Gradient Desc Optimization algorithms
[Ismail Mebsout - Blog] - DL CNN RN](https://www.ismailmebsout.com/)
A Tour of Machine Learning Algorithms
ML Tut
KD Nuggets
Tung M Phung's Blog
Deep Learning - Machine learning courses
House of Bots - 35 most popular ML int qa
Bfortuner ML Glossary
Hadrienj Linear Algebra Notes
catbug - Intro to Linear Algebra
Made with ML - projects - articles
Re-Work Blog - 30 influential AI papers
Google ML Glossary
Stanford ML
Jeremy Jordan
Standford CS229
Nasroo - 10 Mooc

Data Science

CommonLounge
Analytics Vidya Blog
Analytics Vidya - Model Eval Error Metrics AV - Confusion Matrix Data Science Central<br/) Tutorialspoint - DS
Ankit Rathi
Inno Architech
The Clever Programmer

System Design

Grokking the System Design Inteview
System Design Cheatsheet
Design Interviews
Hired in Tech System Design Question
Checkcheckzz - Company Engg links, Design links
High Scalability
Architecture of open source Applications
High Scalability
Gurmeet's Links
What every computer science major should know
Company Engineering Blogs
All Things Distributed
Christopher Meiklejohn - Readings in Distributed Systems
Wiki - Fallacies of Distributed Computing
Notes on Distributed Systems or Young Blood
Yugabyte DB Storage Engines

Operating System

Linux Command cheatsheet
Linux Journey
Linuxtopia online guides

Tech Leadership

Derek Brown tech lead

Interview Tips

Tadasant Blog

Python

GeeksforGeeks
Real Python
Tutorialspoint - Python
Python Cheatsheet
Python Non-programmers wiki and links
Python Fiddle
Tech Vidvan
Practical Python

SQL

Select Star SQL
SQL Zoo
SQL Fiddle
DB Fiddle

APIs

ProgrammableWeb
Tutorialspoint - Python Networking

Facebook APIs

Graph API
Marketing API
Business Manager API
Using Pixel with Marketing API
Catalog Batch API
Manage Assets
Pages API

Security

OWASP - CheatSheet

Download Pdfs/epubs

Library Genesis