twiga2/indabaxtz2019

Slides and Notebooks for IndabaX Tanzania 2019 # indabaxtz2019 These are Slides and Notebooks for IndabaX Tanzania 2019 Venue: College of Informatics and Virtual Education (CIVE), University of Dodoma Dates: 10 th to 12 th April, 2019 ### Day 1 1. Foundation of Machine Learning, Part 1 by Waziri Shebogholo and Ibrahim Mtandu * Notebook: Foundation for ML 2. Foundation of Machine Learning, Part 2 by Frederick Apina and Ibrahim Mtandu 3. Invited Talk 1: AI and Healthcare, *And making responsible Impact* by Ally Jr Salim 4. Machine Learning using Javascript by Joshua Mabina 5. Indaba Application Motivation by IndabaXTZ Team ### Day 2 1. Mathematics for Machine Learning by Dina Machuve 2. Invited Talk 2: Articial Intelligence *Endless Opportunities for Africa* by Jumanne Mtambalike 3. Posters Submitted * Applying Convolutional Neural Networks in Malaria Diagnosis * Applying object detection to detect and count cars on the road and using reinforcement learning to control traffic congestion * Applying Transfer Learning on a Residual Network for Diagnosing UTI * Applying Transfer Learning on MOBINET for Facial Authentication * Development of Machine Learning Algorithm for Classifying Banana Diseases from Leaf Images * Early Maize Diseases Detector * Health care prediction using data mining system (HPDMS) * Leveraging Machine Intelligence for Pneumonia Diagnosis 4. Invited Talk 3:Exploring AI Opportunities in Africa by Nyalleng Moorosi ### Day 3 1. Applied Computer Vision in Agriculture by Denis Pastory 2. Spices for Successful Machine Learning Project by Anthony Sambaiga * Notebook: ML Experiment