Numpy, Scipy, Pandas, and Matplotlib: prep for deep learning, machine learning, and artificial intelligence.
:BanHammer: Basic operations in Numpy, Scipy, Pandas, and Matplotlib.
:BanHammer: Vector, Matrix, and Tensor manipulation.
:BanHammer: Visualizing data.
:BanHammer: Reading, writing, and manipulating DataFrames.
Description
Welcome! This is Deep Learning, Machine Learning, and Data Science—prerequisites: The Numpy Stack in Python (V2).
I created this course because many students experience a huge gap between machine learning "theory" and writing actual code.
As I've always said: "If you can't implement it, then you don't understand it".
Without basic knowledge of data manipulation, vectors, and matrices, students are not able to...