Programming for Data Science (2 º Sem 2020/2021)

MDAB (Data Analytics for Business)

Lectures Link

Week01 Link

• Course Introduction, Course Scheduling
• Concepts and Tools (Video)
• Python Context (Video)
• Python basics (Video)
• Data structures (Video)
• Lists
• Programming Fundamentals (Video)
• Strings
• Object Oriented Programming in Python (Video)

 

Week02 Link

• Numpy (Video)
• Pandas (Video)
• Lab 1

Week03 Link

• Python Statistics (Video)
• Lab 02
• Regressions (Video)
• Time Series (Video)

Week04 Link

• Python Data Visualization (video)
• Lab 03

Week05 Link

Week06 Link

Week07 Link

Week08 Link

Week09 Link

Week10 Link

Week11 Link

Week12 Link

Week13 Link