Nur Fadhilah

Series

Machine Learning

The aim of the series is to consolidate a foundational understanding of Machine Learning.

Articles in this series

A gentle introduction* to Python

Sep 14, 2021

*non-exhaustive ยท To quickly recap on Python, I created a one-page guide. Here are the references that I used: w3 Python Resource Kantajit Shaw's...

A gentle introduction* to Python

Section 0: NumPy

Sep 15, 2021

A one-page summary on NumPy. This is non-exhaustive but those listed are commonly used. References: Jose Portilla's 2021 Python for Machine Learning...

Section 0: NumPy

Section 1: Pandas (part 1 of 2)

Sep 16, 2021

The documentation for Pandas is very comprehensive, you may wish to browse through it for more examples. References used: Pandas Documentation Jose...

Section 1: Pandas (part 1 of 2)

Section 1: Pandas (part 2 of 2)

Sep 17, 2021

Click here for part 1 Here's part two of the notes:

Section 1: Pandas (part 2 of 2)

Section 2: Matplotlib

Sep 18, 2021

Here are the resources I used: https://matplotlib.org https://www.udemy.com/course/python-for-machine-learning-data-science-masterclass

Section 2: Matplotlib

Section 3: Seaborn

Sep 19, 2021

Here are the references I used: Seaborn Documentation Jose Portilla's 2021 Python for Machine Learning & Data Science Masterclass

Section 3: Seaborn