awesome-data-scientist

A repository dedicated to maintaining resources about Data Science for beginners, intermediate as well as advanced practioners
https://github.com/Sayar1106/awesome-data-scientist

Last synced: 14 days ago
JSON representation

Beginner (3-6 Months) ⭐️
- Learn Python 🐍
- Learn the Mathematics 🔢
- Learn Machine Learning Concepts 💻
- Learn Data Analysis Libraries 📈
  - Python Data Analysis
  - **_free-ebook-link_**
  - ![Python Data Analysis - uOLxNrNk8)
  - ![Python Data Science
Intermediate (6-12 Months) ⭐ ️
- Learn Deep Learning Concepts and Libraries 👨🏽‍💻👩🏽‍💻
- Learn Deep Learning and Machine Learning Math (Optional) ⨊∏∀
Advanced (12-18 Months) ⭐️
- Data Science Competitions 🦾
  - Kaggle
Professional/ Job Ready (18-24 Months) 💼
- Learning and Practicing SQL 📊
- Data Structures and Algorithms 🧩
- Git and Github 👻
Bonus (sprinkle in) 😻
- Command Line and Software Engineering
- Cloud Computing
- DevOps
  - Docker for Beginners
  - Getting Started with Google Kubernetes Engine
- Web Developement
  - Web developement by freecodecamp
  - Complete Web Developement Bootcamp
- Research papers
  - Papers with code

Categories

Beginner (3-6 Months) ⭐️ 23 Intermediate (6-12 Months) ⭐ ️ 14 Professional/ Job Ready (18-24 Months) 💼 13 Bonus (sprinkle in) 😻 12 Advanced (12-18 Months) ⭐️ 1

Sub Categories

Learn Deep Learning Concepts and Libraries 👨🏽‍💻👩🏽‍💻 10 Learn Python 🐍 7 Learn the Mathematics 🔢 7 Data Structures and Algorithms 🧩 7 Learn Machine Learning Concepts 💻 5 Learn Deep Learning and Machine Learning Math (Optional) ⨊∏∀ 4 Command Line and Software Engineering 4 Learn Data Analysis Libraries 📈 4 Learning and Practicing SQL 📊 3 Git and Github 👻 3 Cloud Computing 3 DevOps 2 Web Developement 2 Research papers 1 Data Science Competitions 🦾 1