6.1 - Data Vizualisation and Introduction to Machine Learning

Week 6

Objectives

• Data Viz:
  • What is?
  • Why?
  • Different types - [ Bonus Activity worth 2 points here ]
  • Bad Viz
  • Python Libraries
    • Matplotlib
      • Anatomy
      • Single plot on a figure
      • Multiple charts on a figure
• Introduction to ML:
  • Types:
    • Supervised
    • Unsupervised
    • Semi-supervised
    • Reinforcement learning

Materials

• Slides
• Jupyter Notebook

Lecture

Next Class

6.2 Machine Learning - Key Concepts & Supervised ML : Linear Regression