The Stack

• NumPy

• Matplotlib

• scipy

• pandas

• This course is made to put the theory of Machine Learning into code

  • code along format

• How to practice and apply what you’ve learned

  • The purpose of this course is to learn the BASIC BUILDING BLOCKS to do ACTUAL MACHINE LEARNING
  • Go out, learn Machine Learning, and implement those algorithms!!
  • If you can’t implement it, then y ou don’t understand it!

• Numpy - the core

  • It gives the numpy array
    • the fundamental data structure that can represent vectors, matrices, and multidimensional tensors
    • the raw materials data scientists work with

• matplotlib - data visualization

• SciPy - statistics

• pandas - reading, writing, manipulating efficiently