Leader: Jun.He@ntu.ac.uk

LAB Tutor: Yuan.Shen@ntu.ac.uk

Requirements: Kaggle Kernel, Jupyter notebooks

Master a Skill - Analyze Data with Python | Codecademy

Data is everywhere. That means more companies are tracking data, analyzing data, and using the insights they find to make better decisions. In this Skill Path, you'll learn the fundamentals of data analysis while building Python skills.

https://www.codecademy.com/learn/paths/analyze-data-with-python

yellowbrick lib for visualisation

What you should know

• Understand the process of data mining

• Understand essential machine learning techniques

• Develop the skill of applying machine learning to data analysis

• Learn Python programming for machine learning

Udemy course

Content

Weeks 1-5 (intro)

Algorithms

Efficiency