A List of Learning Resources, Curated by Fikri Mulyana Setiawan
- Microsoft Data Science for Beginners
- Virgilio - Complete Data Science Courses
- Data Science Handbook - Jake VanderPlaas
- Data Analysis with Python
- Jovian
- Kaggle
- R for Data Science
- R for Data Science (2nd Edition)
- Advanced R (2nd Edition)
- Cognitive Class
- Helsinki University Data Analysis With Python
- Statistical Thinking - Online Statistics Resources
- The Foundations of Data Science — Computational and Inferential Thinking
- Online Statistics Book
- The Book of Statistical Proofs
- Seeing Theory - Statistics Visual
- Probability Course
- SQLbolt
- Oracle SQL Course - Free Certificate
- Select Star SQL - SQL Course from Qoura's Data Scientist
- SQL Game
- SQL Game - Police Department
- SQL Game - Lost at SQL
- codecademy ( untuk belajar SQL)
- Data to Viz - Data Visualization Guide
- Linkedin Learning
- Hands-on Programming with R
- Mastering R Shiny
- R Graphics Cookbook
- MIT - Using Data Science Tools (Highly Recomended for Quick Overview)
- Deepnote
- Heroku
- EditorX
- Pixilart
- roadmap.sh
- Python Anywhere
- Free JS subdomain (js.org)
- PHP Web Hosting Free
- Datahub - Open Datasets Collection
- Google Dataset Search
- World Bank Datasets
- UNICEF Datasets
- NASA Open Data
- US Government Data
- UC Irvine Machine Learning Repository - Open Dataset
- StackBlitz | Cloud Based Development Environment
- Learn Git Branching - Learning Git
- Microsoft's Introduction to Git
- mlcourse.ai
- Machine Learning From Scratch
- Microsoft Machine Learning
- Google Machine Learning
- Hands-On Machine Learning with R
- Machine Learning University (MLU) - Explain
- Hands on Machine Learning
- Microsoft Learn
- Deep Learning
- MIT Introduction to Deep Learning
- Elements of AI
- CS50 Artificial Intelligence with Python
- DeepRacer Student League
- Hugging Face
- Udacity - Introduction to Machine Learning
- MIT Open Learning - Introduction to Machine Learning
- Statistics and Machine Learning in Python
- Unity Learn
- Learn Unreal Engine
- freeCodeCamp Game Dev Javascript
- CS50 Game Development
- MIT OCW Game Development
- Coursera - Game Dev with C# and Unity
- EdX Introduction to Game Development w/ Unity
- CS50 Cyber Security
- pwn.college
- hacksplaining
- CTFLearn
- CTF 101
- Cryptohack
- Cyber Security Base 2022
- picoCTF
- Cybrary
- Microcrruption
- TryHackMe
- HackThisSite
- Hacker101
- hackinglab
- freeCodeCamp
- The Odin Project
- Full Stack Open
- CS50 Web Programming with Python & Javascript
- Scrimba (to learn react js)
- javascript.info (English)
- javascript.info (Indonesia)
- Buku Back end Node JS
- Back end Development with Express
- NodeSchool
- How to Center in CSS
- Mike Dane - Girrafe Academy
- Python Basics - A Complete Python Courses
- CS50
- CS50 Python
- CS50 SQL
- CS50 AI
- Helsinki University Introduction to Programming with Python
- Helsinki University Java Programming
- Automate The Boring Stuff with Python
- The Big Book of Small Python Projects
- Cracking Code with Python
- Invent Your Own Computer Games With Python
- Making Games with Python and Pygame
- Codecademy
- py4e - Python for Everybody
- Educative
- Learn Ruby the Hard Way
- Oracle University (Good to get Java Course and Professional Certificate)
- HackerRank
- Codeforces
- Exercism
- Codewars
- Project Euler
- The Algorithms
- Algorithm Visualization
- Data Structures from Google Engineer
- TOKI Training Gate
- Google Developers C++ Course
- Python and Numerical Method
- Cisco Networking Academy (good to get certification in C/C++)
- Android Developer Courses
- Google Developers
- Udacity-Google Android Development With Kotlin
- freeCodeCamp Android Development
- Udemy Android Development
- Helsinki University Introduction to IoT
- MIT OpenCourseWare
- IBM skills build
- Khan Academy
- The Crash Course
- MIT Open Learning Library
- Y Combinator Startup School
- Google Startups Program
- Statquest
- zed statistics
- The Organic Chemistry Tutor
- 3Blue1Brown
- LibreTexts
- Open University - Learn
- A Level Physics Tutor
- A Level Math Tutor
- Learn Digital With Google
- Scrimba