awesome-data-scientist
github.com/sayar1106/awesome-data-scientist ↗A repository dedicated to maintaining resources about Data Science for beginners, intermediate as well as advanced practioners
14
GitHub Stars
44
Curated Resources
4
Categories
20 hours ago
Last Refreshed
Beginner (3-6 Months) ⭐️Intermediate (6-12 Months) ⭐ ️Professional/ Job Ready (18-24 Months) 💼Bonus (sprinkle in) 😻
Use this list with your AI agent
Add the Context Awesome MCP server to Claude, Cursor, or any MCP client, then ask:
"Show me learning and practicing sql 📊 resources from awesome-data-scientist"
Installation instructions →What's inside
Professional/ Job Ready (18-24 Months) 💼
- Advanced SQL by KaggleLearning and Practicing SQL 📊
- Algorithms Part 1 by Princeton University of CourseraData Structures and Algorithms 🧩
- Algorithms Part 2 by Princeton University of CourseraData Structures and Algorithms 🧩
- CodechefData Structures and Algorithms 🧩
- CodeforcesData Structures and Algorithms 🧩
- Data Structures and Algorithms in Python by UdacityData Structures and Algorithms 🧩
Bonus (sprinkle in) 😻
- Arxiv SanityResearch papers
- AWS Certified Cloud Practitioner by freecodecampCloud Computing
- AWS Solution Architect Course by freecodecampCloud Computing
- Clean Code bookCommand Line and Software Engineering
- Cloud AcademyCloud Computing
- Complete Web Developement BootcampWeb Developement
Beginner (3-6 Months) ⭐️
- Calculus 1Learn the Mathematics 🔢
- Calculus 2Learn the Mathematics 🔢
- Calculus 3Learn the Mathematics 🔢
- edX Machine LearningLearn Machine Learning Concepts 💻
- IBM Cousera Machine Learning with PythonLearn Machine Learning Concepts 💻
- Linear AlgebraLearn the Mathematics 🔢
Intermediate (6-12 Months) ⭐ ️
- Deep Learning NanodegreeLearn Deep Learning Concepts and Libraries 👨🏽💻👩🏽💻
- Deep Learning Specialization on Coursera by Andrew NgLearn Deep Learning Concepts and Libraries 👨🏽💻👩🏽💻
- Practical Learning for Deep Coders by Fast.AiLearn Deep Learning Concepts and Libraries 👨🏽💻👩🏽💻
- Practical Learning for Deep Coders Part 2 by Fast.AiLearn Deep Learning Concepts and Libraries 👨🏽💻👩🏽💻
- Pytorch for Deep Learning by Jovian.mlLearn Deep Learning Concepts and Libraries 👨🏽💻👩🏽💻
- Tensoflow in Practice on Coursera by Deeplearning.aiLearn Deep Learning Concepts and Libraries 👨🏽💻👩🏽💻
Showing a sample of 44 resources. View the full list on GitHub →