data-science
Data Science path
A structured curriculum and resource guide for self-taught Data Science education
📊 Path to a free self-taught education in Data Science!
19k stars
972 watching
3k forks
last commit: about 2 months ago Related projects:
| Repository | Description | Stars |
|---|---|---|
| ossu/math | A comprehensive education platform in mathematics for individuals to learn math concepts on their own with support from a global community. | 4,588 |
 microsoft/data-science-for-beginners | A comprehensive 10-week curriculum teaching data science fundamentals using Python and Jupyter Notebook | 28,439 |
 datasciencespecialization/courses | Provides course materials and resources for learning data science fundamentals | 4,073 |
 adibro/data-science-resources | A collection of resources and cheatsheets for learning and practicing data science | 63 |
 drskippy/data-science-45min-intros | A repository of interactive tutorials and walk-throughs for learning data science and machine learning concepts through programming | 1,582 |
 datasciencemasters/go | An initiative to provide accessible education and tools for building a diverse, collective future through data science and literacy. | 25,083 |
 jadianes/data-science-your-way | An introduction to data science concepts and applications in R and Python using hands-on tutorials | 597 |
 jphall663/gwu_data_mining | Materials and lecture notes for a data science and machine learning course at GWU | 237 |
 nborwankar/learndatascience | A collection of data science learning materials in the form of IPython Notebooks covering various techniques such as regression, classification, and clustering. | 2,964 |
 szilard/teach-data-science-ucla-master-appl-stats | Materials and tools for teaching data science to students of applied statistics at UCLA. | 135 |
 darribas/gds_course | An educational resource teaching Geographic Data Science through interactive data analysis | 92 |
 boringppl/data-science-roadmap | A comprehensive guide to becoming a data scientist, providing a learning roadmap and recommended resources. | 628 |
 hadley/stats337 | An educational resource providing discussions on applied data science topics in R, with a focus on practical applications and real-world examples. | 1,617 |
| microsoft/ml-for-beginners | A structured curriculum teaching classic machine learning techniques using Python and Scikit-learn, with a focus on practical projects and hands-on exercises. | 70,139 |
 ujjwalkarn/datasciencer | A comprehensive resource for learning R programming and data science concepts | 2,019 |