Note Collections

This is a collection of notes that I have compiled on data science/machine learning.


I prepare these primarily for my own reference, but please feel free to use them as well if you find them useful.

Because these are notes that I have prepared by referring to external sources, efforts have been made to always attribute the sources. Please feel free to let me know if any information is not properly attributed.

All Notes

Data Science Business Applications

Collection of notes on data science business applications - a selection of business applications of data science across domains/industries

Data Science Overview

Collection of notes on data science overview - high level overview of general data science concepts.

Data Preprocessing

Collection of notes on data preprocessing - high level overview of anything related to data preprocessing.

Model Ensemble

Collection of notes on model ensemble - high level overview on ensemble concepts and techniques

Model Interpretation

Collection of notes on model interpretation - high level overview of techniques used to interpret model prediction.

Python Reference

Collection of notes on key points for Python

SQL Reference

Collection of notes on key points for SQL

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