229351 | Statistical Learning for Data Science 1

Winter 2023

Time: M & Th 11.00am-13.00am at SCB4202

Instructor

• Donlapark Ponnoprat
  Office: STB304
  

Midterm schedule: Link

Grading

• Lab 30%
• Midterm 35%. SUN JAN 12, 2025 8:00 - 11:00
• Final 35%. THU MAR 20, 2025 15:30 - 18:30

Additional readings

• [ISLR] Trevor Hastie, Robert Tibshirani, Daniela Witten and Gareth James, An Introduction to Statistical Learning: with Applications in R [book] [python code]
• [FPP] Rob J Hyndman and George Athanasopoulos, Forecasting: Principles and Practice [online book]

Lecture Notes