This repository includes materials (code, data config, etc.) for the live, online training called AI Classroom. Note, the material has been designed to be taught in a virtual classroom environment. The code is well commented but missing many of the contextual concepts and ideas that will be covered in the class.
If you need further help productionizing AI workflows, want to bring this training to your company, or just have ML/AI related questions, Daniel is here to help! Reach out via this email.
- Session #1: AI theory
- Session #2: Development workflow
- Session #3: PyTorch and TensorFlow examples
- Session #1: Convolutional layers and Computer Vision
- Session #2: Recurrent Layers and NLP
- Session #3: Word Embeddings and Transformers
- Session #1: Transfer learning and Reinforcement Learning
- Session #2: GANs and Unsupervised Methods
- Session #3: Model Management and Ethics
All material is licensed under the Apache License Version 2.0, January 2004.