Lit Reviews
Complexity
- A Thousand Plateaus (Book Review)
- Evolution
- Godel, Escher, Bach (Book Review)
- Phase Transitions (Book Review)
- Phenomenology of Perception (Book Review)
- Supersizing the Mind (Book Review)
- Thinking in Systems (Book Review)
Deriving Data
Enriching Data
Enterprise Software
- API Design Patterns
- Designing Data-Intensive Applications (Book Review)
- Reactive Microservices Architecture (Book Review)
Gathering Data
Humane Technology
Lecture Notes
- Conference on Complex Systems 2016
- Databases Class
- Deep RL Bootcamp 2017
- MLSS Cadiz 2016
- Yelp Realtime Streaming Data Infrastructure
Linguistics
- Mental Models of Meaning (Chapter Review)
- Encoding Knowledge in Partitioned Networks (Article Review)
Machine Learning
Math
- Algebraic Topology
- Bayesian Optimization
- Belief Propogation
- Binet's Formula
- Hopf Fibration
- Intersection of Convex Sets
- Linear Algebra Basics
- Navier-Stokes Existence and Smoothness Problem
- Network Geometry
- Parrallelogram is convex
- Primes
- Principal Component Analysis (PCA)
- Radicals
- Space(s)
- Square Root of 2 is Irrational
- Stochastic Process
- Topological Data Analysis