1. What is Machine Learning (ML)?
   1. What kinds of problems can ML solve?
   2. Framing a machine learning problem
   3. The ML path
2. Machine Learning Development with Vertex AI
   1. From experimentation to production
   2. What is Vertex AI?
3. Machine Learning Development with Vertex Notebooks
   1. Best practices for implementing ML on Vertex AI
      1. Best practices for preparing and storing data
      2. Data preprocessing best practices
      3. Best practices for ML environment setup
   2. Responsible AI development
      1. ML bias
      2. Tradeoffs
      3. Equality of opportunity
      4. Facets