Lectures, Slides and Videos
Keynotes
Special Sessions
Parallel Sessions
- Innovations for Global Impact: My Journey as a Researcher in Africa, Dr Aisha Walcott-Bryant [Slides]
- Leveraging AI to Accelerate Discovery in Life Science and Deliver Precision, Prof. Abdoulaye Baniro Diallo [Slides]
- Beyond Buzzwords: Innovation, Imagination, and Inequity in the 21st Century, Prof. Ruha Benjamin [Slides]
- Seeking Research Impact at the Grassroots - The Role of AI, Dr Ciira wa Maina [Slides]
- The Future of Multitask Learning, Dr Richard Socher [Slides]
- Reinforcement Learning for Optimizing Healthcare Decisions, Prof. Finale Doshi-Velez [Slides]
- Some new Insights On Transfer Learning, Prof. Samory Kpotufe [Slides]
Special Sessions
- Indaba Research Day [Slides]
- How to write a great research proposal, Daniela Massiceti, Laura Sevilla, George Konidaris [Slides]
Parallel Sessions
- Attention + Memory: Part II - Aidan Gomez + Kris Sankaran [Slides]
- Bayesian Optimization and Hyperparameter Search, Dr. Marc Deisenroth. [Slides]
- Convolutional Neural Networks, James Allingham. [Slides]
- Deep Generative Models, Adji Bousso Dieng [Slides]
- Introduction to Bayesian Inference, Dr. Ulrich Paquet [Slides]
- Introduction to Reinforcement Learning, Sekou Remy. [Slides]
- Mathematics for Machine Learning, Dr Pashmina Cameron [Slides]
- Measuring Economic Development from Space, Stefano Ermon [Slides]
- Sequence Modelling with Recurrent Neural Networks, Avishkar Bhoopchand. [Slides]
- AI in Kenya [Slides]
- Computer Vision I & II, Manohar Paluri [slides], Natalia Neverova [slides], Laura Sevilla
- Data Science in Practice [Slides]
- DLIxUNESCO: AI and Fairness [Slides][Website]
- Maker Session [Slides]
- ML4Health [Slides]
- ML in Production [Slides]
- ML in Resource Constrained Environments [Slides]
- NLP @ Deep Learning Indaba 2019 [Slides][Website]
- Reinforcement Learning and Robotics [Slides]
- Serengeti [Slides]
- Startup & Innovation @ Deep Learning Indaba [Slides]