Técnicas de Programação (1 º Sem 2020/2021)

EC (Economia) , MF (Mathematical Finance)

Lectures Link

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Week 01

Week 02

Week 03 Link

• Lists
• Lab 02
• Quiz 03

Carreer and Personal Development Week Link

Week 04

Week 05

Week 06 Link

• Functions, LambdaFunction.ipynb
• Lab05
• Quiz 6

Week 07 Link

• Object Oriented Programming in Python (Video)
• Lab06
• Quiz 7

Week 08 Link

• Numpy (video)
• Pandas (video)
• Python Visualization (video)
• Machine Learning (video)

Week 09 Link

• scikit-learn
• Evaluation
• Project Presentation (pitch)
  1. Team 01
  2. Team 02
  3. Team 03
  4. Team 04
  5. Team 05
  6. Team 06

Week 10 Link

• Feature Reduction
• Cluster Analysis
• cluster01
• cluster02
• PCA
• Case 01

 

Week 11 Link

• Regression
• Classification
• regression01.ipynb
• regression02.ipynb
• regression03.ipynb
• Case 02

Week 12 Link

• Wednesday (9th December)
  • Test (test will be in classroom 005. NOT ONLINE!!!). Even numbers + Sanam
• Thursday (10th December)
  • Project Presentation: Groups 3, 4 and 6 (Online and cameras must be switched on during presentation)

Week 13 Link

• Wednesday (16th December)
  • Project Presentation: Groups 1, 2 and 5 (Online and cameras must be switched on during presentation)
• Thursday (17th December)
  • Test (test will be in classroom 005. NOT ONLINE!!! ). Odd numbers