Sketch of the curriculum

Part 1 Building

Packaging software
- Python and Go packages
- Dockerfiles and Helm charts
- CLI applications
Testing
- Types (ml/data)
- Tools
- ...
APIs
- HTTP and GRPC, with streaming
- Async APIs
guidelines
Git
- Git Workflows
- Git LFS / DVC
Versioning
- Data
- Packages
- APIs

Part 2 Going Live

Deployment
- Hardware requirement and load testing
- Security
- CI / CD
Observability
- Logging and Debugging
- Profiling
- Network debugging
- Service Dashboards
- Data Observability

Part 3 Miscellaneous Programming Topics

Data
- Data interchange formats and schemata.
- Queries.
- Dataframes and manipulation
- EDA, reports, and visualizations.
Audio Programming
Basic Sklearn workflows
tensors / numpy
Interop (RPCs, sockets, pipes, FFIs)
DSL (parsing)
Concurrency
Events and Streams
IDE stuff and tooling

Part 4 Miscellaneous non-programming Topics

...