Module 9: Miscellaneous Topics

• Lesson 25 Reading: Web Scraping
  • Web Scraping
• Lesson 26 Reading: Hashing
  • Data Structure Time Complexity
  • Hashing
  • Collisions
  • Hash Functions
  • Hashing in Practice
  • Optional: Count-Min Sketch
  • Pause and Think
  • Practice: Hashing
  • Practice: MySet
• Lesson 27 Reading: Ethics in Data Science
  • Case Study 0: Predicting Criminality
  • Case Study 1: Tracking for Safety
  • Case Study 2: COMPAS
  • Case Study 3: Potholes in Baltimore
  • Case Study 4: Facial Recognition
  • Wrap-up and Assignment