Machine Learning Zoomcamp Update: Thursday, 9 September 2021
Date: 9 September 2021
Today, I completed the Sessions 1.6, 1.7 and 1.8.
Session 1.6 - Setting up the Environment
This session gave instructions on how to install any necessary software. Even though I don't use Conda, I already have all the necessary Python packages installed on my system. Still I am planning to do the homework tasks on Google Colab.
Session 1.7 - Introduction to NumPy
This session gave a refresher on basic NumPy methods. I completed this one quickly as I already knew everything he was talking about.
Session 1.8 - Linear Algebra Refresher
This session gave a refresher on Linear Algebra mainly Matrix algebra. Even though the topics covered were basic I really enjoyed this session.
Topics covered:
- Vector operations
- Matrix multiplication and intuition behind it
- Identity Matrix
- Inverse of a Matrix
Estimated Time Taken: 1 hour