ChrisBarsolai/Data-Science-Africa-2018-Practicals

A collection of notebooks and slides from Data Science Africa 2018 Nyeri workshops. # Data Science Africa 2018 Practicals A collection of notebooks and slides from Data Science Africa 2018 Nyeri Summer School. This repo contains material used to facilitate different sessions during the Data Science Africa 2018. It includes jupyter notebooks, and links to uploaded slides for each session. ## Workshops ### 1. Bayesian Methods **Instructor:** Neil Lawrence, Amazon & University of Sheffield ### 2. Python, Pandas and Jupyter Tutorial **Instructors:** Claire Babirye (UTAMU) and Ben Akera (Makerere University) ### 3. Deploying Models **Instructor:** Damon Civin, ARM ### 4. TAHMO Weather Station Network and Data Control Task **Instructor:** Tom Dietterich, Oregon State University ### 5. Fundamentals of IoT **Instructor:** Jan Jongboom, ARM ### 6. Anomaly detection, density estimation tutorial **Instructor:** Tom Dietterich, Oregon State University ### 7. Spatial Data Analysis **Instructor:** John Quinn (UN Pulse Lab, Makerere) ### 8. Classification Tutorial & Research Software **Instructor:** Mike Smith (Sheffield University) ### 9. Reinforcement Learning for ecosystem management **Instructor:** Tom Dietterich, Oregon State University ### 10. Computer Vision and Image Analysis **Instructor:** Earnest Mwebaze (Makerere, UN Pulse Lab) ### 11. Data Visualization Tutorial **Instructor:** Martin Mubangizi (Makerere, UN Pulse Lab) ### 12. Introduction to Deep Learning **Instructor:** Max Welling (University of Amsterdam)