COMP3027J-Data Mining & Machine Learning

Description

A UCD module, in which contains several practicing labs and two graded assignments.

• Labs
  • Week 01 Lab: Linear algebra review & Import and visualize your data.
  • Week 02 Lab: Batch Gradient Descent (GD), Stochastic GD and Mini-batch GD
  • Week 03 Lab: Higher Degree Polynomial Regression & Validation
• Assignments
  • Assignment 1: Solve a real world problem
  • Assignment 2: Stock market forecasting competition

Environment

Conda

pip

pip install jupyter

jupyter notebook