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This is my knowledge log. When I learn something, I log it here so that I can reference it later. I publish it freely online so it's easily accessible; if folks other than myself find it useful, that's great! If it's not useful, that's fine too.

Ten Most Recent Posts (of 369 Total)

Root Mean Square Error (RMSE) 2023-01-17

A performance measure for regression problems in machine learning

PySpark Recipe: Re-order Columns in a Dataframe 2023-01-03

How to re-order columns in a PySpark dataframe

Machine Learning Project Outline 2022-12-30

An outline and checklist to guide typical machine learning projects

Types of Machine Learning 2022-11-25

An overview of the types of machine learning

Online Learning 2022-11-25

Machine learning that requires a complete dataset for training

Reinforcement Learning 2022-11-25

Machine learning that uses penalties and rewards to train agents in interactive environments

Batch and Offline Learning 2022-11-25

Machine learning that requires a complete dataset for training

Semisupervised Learning 2022-11-25

Machine learning that uses partially labeled input as training data

Open-Source JavaScript and TypScript Libraries 2022-11-25

Popular open-source libraries used in JavaScript and TypeScript development

Keras Python Library 2022-11-25

An open source deep learning library for Python that is focused on simplicity