Learning

see MOOCs

Prio List

• AWS Data Analytics
• Scrum
• Project Management

IT

• TypeScript and Angular, React or something similar
• D3
  • https://observablehq.com/@mitvis/introduction-to-d3
  • https://observablehq.com/@d3/learn-d3
• Rust
• Deep Learning
• ML Ops (ML Flow, Tensorflow extended)
• Kafka
• AWS Big Data
• AWS Machine Learning

Stats

• Kalman
  • #Book: Roger Labbe, Kalman and Bayesian Filters in Python (on remarkable)
• Bayes’ statistics
  • See #bayes folder on remarkable
  • Bayesian Methods for hackers
  • Probabilistic Machine Learning: An Introduction
• Resampling/Bootstrapping
  • #Book: Julian L. Simon 1997, Resampling: The New Statistics
• Causal Interference
  • #Book: Causal Inference: The Mixtape
• Upgrade Probability
• Upgrade Time Series

Business / Planning

• TOGAF
• Scrum (get a cert)
• Project Management