What you'll learn:
- NumPy for scientific computing in Python
- Create and manipulate NumPy Arrays
- Understand how to index multidimensional arrays (including 3+ dimensional arrays)
- Familiarization with numpy functions like stack(), argsort(), unique(), as_strided(), einsum()
Wanna learn NumPy?
Look no further. This course covers everything from how to install and import NumPy to how to solve complex problems involving array creation, transformations, and random sampling.
Course Structure
The course is presented as a series of on-demand lecture style videos with lots of animated examples, code walkthroughs, and challenge problems to test your knowledge. Go as fast or as slow as you want.
Philosophy
The course has a heavy emphasis on understanding NumPy, as opposed to rote memorization. ...But don't take my word for it. Check out the free lecture videos in the course curriculum below!