๐๐๐๐ซ๐ง ๐๐๐ญ๐ ๐๐๐ข๐๐ง๐๐ ๐ฐ๐ข๐ญ๐ก ๐
๐๐๐ ๐๐๐ซ๐ญ๐ข๐๐ข๐๐๐ญ๐ข๐จ๐ง ๐๐จ๐ฎ๐ซ๐ฌ๐๐ฌ ๐ข๐ง ๐๐๐๐:
1. Python
http://freecodecamp.org/learn/scientific-computing-with-python/
2. SQL
http://openclassrooms.com/courses/2071486-retrieve-data-using-sql
3. R
http://mygreatlearning.com/academy/learn-for-free/courses/r-for-data-science
4. Excel
http://simplilearn.com/learn-business-analytics-excel-fundamentals-skillup
5. PowerBI
http://openclassrooms.com/courses/7434291-create-dashboards-with-powerbi
6. Tableau
http://openclassrooms.com/courses/5873606-create-dashboards-with-tableau
7. Mathematics & Statistics
http://matlabacademy.mathworks.com
8. Probability
http://mygreatlearning.com/academy/learn-for-free/courses/probability-for-data-science
9. Data Analysis
http://cognitiveclass.ai/courses/data-analysis-python
10. Data Visualization
http://cognitiveclass.ai/courses/data-visualization-python
Here are the best FREE Data Science books.
Dive into Deep Learning: https://d2l.ai
Deep Learning: http://deeplearningbook.org
Interpretable Machine Learning: https://lnkd.in/grevvJhu
Machine Learning Yearning: https://lnkd.in/gviDYyf9
Mathematics for Machine Learning: http://mml-book.github.io
An Introduction to Statistical Learning: http://statlearning.com
1. Python
- Notes๐ https://learnpython.org
- For Data Science & AI๐ https://lnkd.in/ddptfRha
- Crash Course๐ https://lnkd.in/d5riX4ie
- Specialization ๐ https://lnkd.in/d_6jwkrR
2. SQL
- SQL for Data Science ๐ https://lnkd.in/dcmJr_7N
- Introduction ๐https://lnkd.in/dJuyfc7t
- Retrieve Data Using SQL ๐ https://lnkd.in/dEtMvGDp
3. R
- Data Analysis with R๐ https://lnkd.in/deGxe-pN
- Introduction ๐ https://lnkd.in/d-St_EvQ
- R for Data Science๐ https://lnkd.in/dAmCdGzZ
4. PowerBI
- Intro: https://lnkd.in/dWzQn6JP
- For Data Analyst: https://lnkd.in/dMhWtX_e
5. Mathematics
- Calculas ๐ https://lnkd.in/dBrtCDVX
- MathWorks ๐ https://lnkd.in/dxabp8c7
6. Tableau
- Intro ๐ https://lnkd.in/dYSKQYYm
7. Excel and PowerBI
- Excel for Data Analytics ๐https://lnkd.in/dAeWGZ77
- Business Analytics๐ https://lnkd.in/dyR5aqBF
8. Probability https://lnkd.in/dDy9xrWz
9. Statistics https://lnkd.in/dGwAMiGY
10. Linear Algebra https://lnkd.in/dEeeJ9bW
11. Machine Learning
- Specialization: https://lnkd.in/davxxhiS
- with Python: https://lnkd.in/d46GH7Ms
- Certificate: https://lnkd.in/dx9qSjE8
12. Deep Learning
- Introduction ๐ https://lnkd.in/dCCjRfTc
- Neural Networks๐ https://lnkd.in/d3kS6-KV
13. Data Analysis
- Intro: https://lnkd.in/dSSYSVHm
- Google Data Analytics: https://lnkd.in/d74aQ7UR
- IBM Data Analyst: https://lnkd.in/dzJcY38B
14. Data Visualization
- Introduction ๐ https://lnkd.in/dqHFbbQx
- Data Science: Visualization ๐ https://lnkd.in/dv2a2J8e
15. Python for Data Science
https://lnkd.in/dXwP6qgf
⚡ Free Data Science Resources https://lnkd.in/dRTHUSxE
- Here are the best FREE Data Science books.
- Dive into Deep Learning: https://d2l.ai
- Deep Learning: deeplearningbook.org
- Interpretable Machine Learning: https://lnkd.in/grevvJhu
- Machine Learning Yearning: https://lnkd.in/gviDYyf9
- Mathematics for Machine Learning: mml-book.github.io
- An Introduction to Statistical Learning: statlearning.com
Hope you found this helpful.
