Learn Python from Scratch for Data Analysis & Machine Learning – linear regression and t-test
See all my videos at https://www.tilestats.com/
1. How to install Python
2. How to run code in Spyder and Colab (02:25)
3. Assign and print variables (04:20)
4. Data types in Python (05:30)
5. How to import and use a module - math module (08:00)
6. List and tuple (11:30)
7. Create vectors and matrices in NumPy (12:40)
8. Index in an array (13:12)
9. Reshape an array (15:50)
10. Mean and standard deviation (22:00)
11. Create a scatter plot (22:48)
12. Functions vs method (22:47)
13. Linear regression with scipy (25:00)
14. Linear regression with scikit-learn (28:35)
15. Create an instance of a class (29:55)
16. Sum of squared error, SSE (34:50)
17. R2 value (35:37)
18. Training data and test data (36:00)
19. Linear regression with statsmodels (39:20)
20. t-test (40:18)
21. Import data from an Excel file with pandas (41:19)
22. Boxplot, histogram and pie chart (44:35)
23. Multiple linear regression (47:20)
On this page of the site you can watch the video online Learn Python from Scratch for Data Analysis & Machine Learning – linear regression and t-test with a duration of hours minute second in good quality, which was uploaded by the user TileStats 11 April 2026, share the link with friends and acquaintances, this video has already been watched 884 times on youtube and it was liked by 50 viewers. Enjoy your viewing!
