「ME 730」: Real Impact I’ve started earning daily unconditional basic Income and helping more people do the same. Create your impact with us and win up to $20,000 in rewards! Join here: https://t.co/wtqJ1JJTUY
Become Data Scientist for Free -> Complete GitHub Data Science resources!
Programming & Foundations
1- https://t.co/mZTVTJy7DR
Curated project based tutorials covering Python basics statistics and data analysis with hands on projects
2- https://t.co/JkeO7kFRBC
Beginner friendly Python exercises to build strong programming fundamentals
Mathematics & Statistics for Data Science
3- https://t.co/JE5Bga93Uh
Machine learning concepts explained from scratch using pure Python including math intuition
4- https://t.co/kN61r3dEcy
Code examples supporting the Statistics for Machine Learning book. Covers core stats needed for ML model building and evaluation with Python code you can run locally.
Data Analysis & Visualization
5- https://t.co/Dwc3nx4VVU
Official Pandas repository with examples documentation and real world data analysis use cases
6- https://t.co/AT07Yooqwh
Visualization cheatsheets for Matplotlib seaborn and data storytelling
Machine Learning
7- https://t.co/coEoT2ePJw
Curated list of machine learning libraries frameworks and resources by language
8- https://t.co/YM1ovprZQP
Hands on Machine Learning book code with scikit learn keras and tensorflow
Deep Learning
9- https://t.co/lsQrSTD5tc
Deep learning tutorials projects research papers and tools
10- https://t.co/82TCFaldEs
Free Microsoft 12 week machine learning curriculum with lessons and quizzes
Data Science Projects
11- https://t.co/uQZsaEzJfN
500 plus data science and machine learning projects with source code
12- https://t.co/mvgwPZw6NQ
Statistics driven data analysis projects using Python
SQL Big Data & Analytics
13- https://t.co/LeDLOOddJN
Free course covering SQL data pipelines and analytics foundations useful for data scientists
14- https://t.co/cKpT2CK9GY
Sample SQL database for practicing real world analytical queries
Roadmaps & Interview Prep
15- https://t.co/fOekN0jdWD
Complete data scientist roadmap covering skills tools and learning order
16- https://t.co/qvSgmVCecj
Collection of machine learning and data science interview questions