Artificial intelligence and data science
From no programming at all to building and training a model. The mathematics is taught as part of the course, not assumed.
- Python from the beginning
- The mathematics that is actually needed: linear algebra, statistics, probability
- Machine learning: regression, classification, clustering
- Deep learning: neural networks, CNN, RNN, Transformers
- Working with the ChatGPT API, LangChain and vector databases
- A final project built for a real need in the community