Python for AI

The trail Most kept first

1. 1
   14m

   Learn NUMPY in 5 minutes - BEST Python Library!

   Python Programmer14 min

   Kept by 3 of 29 learners

   • NumPy Array Creation
   • Array Slicing

   Quiz after
2. 2
   26m

   Python for Coding Interviews - Everything you need to Know

   NeetCode26 min

   Kept by 8 of 29 learners

   • List slicing
   • Variable unpacking

   Quiz after
3. 3
   13m

   Numpy Array Broadcasting In Python Explained

   mCoding13 min

   Kept by 13 of 29 learners

   • Applying array broadcasting rules for element-wise operations
   • Determining shape compatibility for multi-dimensional arrays

   Quiz after
4. 4
   15m

   L3.3 Vectorization in Python

   Sebastian Raschka15 min

   Kept by 9 of 29 learners

   • Replacing loops with vectorized dot products
   • Benchmarking execution time using timeit

   Quiz after
5. 5
   11m

   Matplotlib in Python - How to Plot Data

   Socratica11 min

   Kept by 8 of 29 learners

   • Creating line plots, scatter plots, and histograms
   • Constructing multiple plots using subplots

   Quiz after

What you get on this path

• A quiz after every lesson

  Written from what the video actually says, so you know it stuck before you move on.

• Your guide on every step

  Ask what a part means, or swap a lesson for one that fits you better.

• Review before you forget

  Short cards come back a few days later, right before the memory fades.