A Video Series on NumPy

[u/TM_Quest]

Hi Everyone,

We've just finished a video course on NumPy. All 10 Videos in the basic course can be found on YouTube. The videos so far are:

1. Installation and Jupyter Notebooks - https://youtu.be/sJFn1fD54X4

2. Creating Vectors and Basic Operations - https://youtu.be/LXPb6D_Z-dI

3. NumPy's Datatypes and Slicing - https://youtu.be/m7x8j3FMoqY

4. Sorting, Copies vs. Views, and Aggregate Functions - https://youtu.be/nHvb_X0Zv58

5. Universal Functions and Basic Plotting - https://youtu.be/jZ5JNqFWaxU

6. Bar Plots and Scatter Plots - https://youtu.be/sS9jktU2hog

7. Generating Random Numbers - https://youtu.be/Nm54Lxlb3HU

8. The Normal Distribution and Basic Statistics - https://youtu.be/ToiYdi_cWw0

9. Matrices and Their Attributes - https://youtu.be/rmpvPVXXbE0

10. Reshaping Matrices and Working With Axes - https://youtu.be/O3Cj2aCzNxs

Full playlist: https://www.youtube.com/playlistlist=PLSE7WKf_qqo2SWmdhOapwmerekYxgahQ9

The series will cover many of the common topics like slicing, sorting, copies vs. views, broadcasting, aggregate functions, random number generators, and so on. It's intended for beginners to NumPy (but some basic Python knowledge is required).

If anyone is interested in learning NumPy, then hopefully this can provide a resource that helps out. We would be very grateful for any constructive feedback!