- Foundational Technologies Behind Today’s AI Capabilities
- What is machine learning
- Understanding machine learning
- Training techniques (supervised, unsupervised, and
reinforcement learning) - Types of ML algorithms and their applications
- What is deep learning
- Biomimicry in deep learning
- Understanding RNNs and CNNs
- What is NLP
- How machines can understand language
- The NLP development pipeline
- NLP at work
- Tokenization, embeddings, and language models
- What is machine learning