Videos from Data Science Africa 2016
Kampala, Uganda
Summer School
Video from Day 1
Lecture 1: Introduction to Data Science and Machine Learning
Neil D. Lawrence, University of Sheffield
Lecture 2: Introduction to Classification
Michael T. Smith, University of Sheffield html
Lecture 3A: Spatial Data Analysis
Ricardo Andrade, UCSF Global Health Science slides
Lecture 3B: From raw data to meaningful features
Andreas Damianou, University of Sheffield slides ipynb
Video from Day 2
Lecture 4: Data Wrangling with Pandas
Martin Mubangizi - Pulse Lab Kampala
ipynb data
Lecture 4: Practical Session
Lecture 5: Classification Continued
John Quinn, Pulse Lab Kampala and Makerere University html
Lecture 6: Data Exploration and Visualization
Ernest Mwebaze, Makerere University
Video from Day 3
Lecture 7: Text Mining
Fred Kiwanuka, UNICEF
Model Selection
Ciira Maina, Dedan Kimathi University of Technology PDF slides