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Machine Learning Cheat Sheet

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This cheat sheet contains many classical equations and diagrams on machine learning, which will help you quickly recall knowledge and ideas in machine learning.

Microsoft Azure Machine Learning Cheat Sheet

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The Microsoft Azure Machine Learning Algorithm Cheat Sheet helps you choose the right machine learning algorithm for your predictive analytics solutions from the Microsoft Azure Machine Learning library of algorithms.

scikit-learn algorithm cheat sheet

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This flowchart is designed to give users a bit of a rough guide on how to approach problems with regard to which estimators to try on your data.

What Every Data Scientist Needs to Know about SQL

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In this series of posts, I will provide a broad overview of the key SQL topics required to successfully work with databases to do effective data science.

Introduction to SQL for Data Scientists

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PDF document explaining basic SQL commands like joins, aggregate functions, and subqueries.

Probability Cheat Sheet

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This is an 10-page probability cheatsheet that summarizes important probability probability concepts, formulas, and distributions, with figures, examples, and stories.

Python for Data Science for Dummies Cheat Sheet

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Python is an incredible programming language that you can use to perform data science tasks with minimal effort. This cheat sheet helps you access the most commonly needed reminders for making your programming experience fast and easy.

Data Science Glossary

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Terms included in this glossary are the kind that typically come up in data science discussions and job postings. Most are from the worlds of statistics, machine learning, and software development.