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Few Powerful resources to Start Data Sciences Track:
Recommended by Dr. Zeeshan Usmani:-
https://app.datacamp.com/learn/career-tracks/data-analyst-with-python?version=6
https://www.youtube.com/watch?v=HdHOcrORTa4
https://www.youtube.com/watch?v=p-WRlrfu2J8&list=PLJD-996ceLKaccGNJLIrKtt54G2bnhz2M&index=9
https://www.youtube.com/watch?v=7rzEtA4IDEE&list=PLJD-996ceLKaccGNJLIrKtt54G2bnhz2M&index=11
Do your own research as well.
Python for Everybody Specialization – https://www.coursera.org/specializations/python
Benchmark of xloop (Pre Req Material):-
Python
8. Python Jumpstart – Basic syntax and semantics (Links to an external site.) – 1 hour – https://youtu.be/kqtD5dpn9C8
9. Python + Django for websites From Scratch (Links to an external site.) (Deep Dive) 6.5 hours – https://youtu.be/_uQrJ0TkZlc
10. Scientific Programming in Python (Links to an external site.) 4.5 hours – https://youtu.be/r-uOLxNrNk8
Maths/Stats
11. Books – https://gufhtugu.com/probability-statistics-data-science/
& https://gufhtugu.com/data-science/
12. Pre-algebra (this course depends on your prior knowledge) – https://www.khanacademy.org/math/pre-algebra
13. Algebra 1 (this course depends on your prior knowledge) -https://www.khanacademy.org/math/algebra
14. Algebra 2 -https://www.khanacademy.org/math/algebra2
15. Data Science Specialization – https://www.coursera.org/specializations/jhu-data-science#courses
16. Linear Algebra Quick Start -https://www.khanacademy.org/math/linear-algebra
17. The Matrix Cookbook-how to operate on matrices – https://www.math.uwaterloo.ca/~hwolkowi/matrixcookbook.pdf
18. Multivariable Calculus Review – https://www.khanacademy.org/math/multivariable-calculus
Overview of Stats for Data Engineering – https://towardsdatascience.com/stats-essentials-for-data-science-cfcdee17af68
Statistics and Probability – https://www.khanacademy.org/math/statistics-probability
SQL
21. Comprehensive course on the basics of SQL (Links to an external site.) – 3.5 Hours – https://youtu.be/7S_tz1z_5bA
HTML
22. HTML & CSS Crash Course – https://youtu.be/G3e-cpL7ofc
Let’s grow like crazy, that too impactfully!
Best Regards;
Kamran Zahid | CEO
Purposelee -The Ecosystem of Principled People