Jan Meppe's notes on
Data Science & Machine Learning

Atomic and reusable data science and machine learning snippets.

Names must be descriptive without technical jargon.

React Native

Most of the Python snippets are straight up copied from Chris Albon so please pay his website a visit!

Machine Learning

Vectors, Matrices, And Arrays

Preprocessing Images

Preprocessing Text

Preprocessing Dates And Times

Feature Engineering

Feature Selection

Model Evaluation

Model Selection

Linear Regression

Logistic Regression

Trees And Forests

Nearest Neighbors

Support Vector Machines

Naive Bayes

Clustering

Deep Learning

Setup

Keras

PyTorch

Python

Data Wrangling

Data Visualization

Web Scraping

Testing

Logging

Clean Code

Other

Statistics

Basics

Frequentist

Scala

Regular Expressions

Snowflake

Basics

Tables

PostgreSQL

Basics

Add, Delete, Change Rows

Merging And Joining

Tables

Text

Numeric

Dates

Interview Questions

Mathematics

AWS

Computer Science

Algorithms

Linux Command Line

Basics

Inputs And Outputs

Search

Text

Flow Control

Processes

Shell Scripts

Git And GitHub

Machine Learning Engineering

YAML

Kubeflow

Docker

Command Line

Dockerfiles

Docker Compose

Articles