Notes

A

• A/B Testing
• Algorithms
• Anomaly Detection
• Association Rule Learning
• Assortment

B

• Bayesian Inference
• Bayesian Statistics
• Bias and Variance Tradeoff
• Big Data ML Models
• Boosting
• Bootstrapping

C

• Case Studies
• Causal Inference
• Censored Data
• Central Limit Theorem
• Chaos Theory
• Classification
• Clustering
• Combinatorics and Probability
• Confidence Intervals
• Conjugate Priors
• Convolution

D

• Data Engineering
• Data Orchestration
• Data Processing Optimization
• Data Science Workflow
• Data Structures
• Data visualization
• Data Warehouses
• DataOps
• Decision Trees
• Distributed Computing
• Distributions
• Dropout
• DuckDB

E

• Entity Component System (ECS)
• Error Handling
• Exploration and Exploitation

F

• Feature Engineering
• Forecasting
• Frequentist Statistics

G

• Game Dev
• Gaming AI
• Gaussian Processes
• Generalized Linear Models
• Git
• Go

H

• Hash Maps
• Hong Kong
• HTMX Tech Stack
• Hypothesis Testing

I

• Imbalanced Data
• Independence Assumption
• Iterator

L

• Latent Space
• Linear Regression
• Linked Lists
• LLM
• Log Transformation
• Loss Functions

M

• Machine Learning
• Marketing
• Marksman Documentation
• Mathematical Optimization
• Mathematical Programming
• Maximum Likelihood Estimation
• MCMC
• Memory Management
• Message Queues
• Metrics
• Missing Data
• ML Ops
• Model Serving
• Model Training
• Modeling
• Multi-armed Bandit

N

• Natural Language Processing
• Nearest Neighbour Search
• Neural Networks
• Noita Dev Log
• Numpy

O

• Online Retail Analytics

P

• P-values
• Pandas
• Particle Systems
• Pointers
• Power Analysis
• Pricing
• Program Optimization
• Programming
• PYMC

Q

• Queues

R

• R-squared
• Random Forests
• Random Variables
• Recommendation Systems
• Regularization
• Reinforcement Learning
• Rust

S

• Scikit-learn
• Signal Processing
• Similarity Measures
• SQL
• State Space Models
• Statistical Inference
• Statistics Fundamentals
• Supply Chain
• Survey Data
• Survival Analysis
• System Design

T

• The Nature of Code by Daniel Shiffman
• The Two Cultures
• Todo
• Transformer
• Two-Way Fixed Effects

U

• Unsupervised Learning

W

• Web Development
• Web Tracking
• Web Tracking
• Writings