Data_Science_Resources

Complete Repository for Data Science

Lazy Programmer

Short PDF notes Compilation for Most Often Data Science Topic

Data Science Skill Sets

Data Science and Data Engineering Tutorials

Comprehensive Repository of Data Science and ML Resources

Cheat Sheets

Data Science Cheat Sheet

Data Science Cheat Sheet

Git Cheat Sheat

Spacy Cheat Sheet

Mathematics Cheat Sheet

Data Engineering Cheat Sheet

Cheatsheet of Cheatsheet

Data Science Notes Cheatsheet

Machine Learning

Andrew NG ML Notes

Tutorials on Bagging, Boosting & Ensemble Learning

Pyton Machine Learning Code Repository

3 Articles to Learn Automated Machine Learning

150 Machine Learning Formulas

ML Tips and Tricks

7 Types of Regression Technique You Should Know

Going Deeper into Regression Analysis with Assumptions, Plots & Solutions

5 Ways to Detect Outliers that Every Data Scientist Should Know

Unsupervised ML Notes

Natural Learning Process (NLP)

Python-NLP-Neural Networks

Complete Tutorial on Text Classification using Conditional Random Fields Model in Python

5 Hands-on Tutorials to Learn Natural Language Processing

Deep Learning

Tutorials, Projects and Communities

Deep Learning Book by MIT Press

Deep Learning Drizzle

Statistics

5 Article to Learn Statistics

3 in-Depth Statistics Tutorials

Projects

24 Real Time Data Science Projects

20 NLP Projects, Datasets, and Code

5 Data Science Challenges

SQL

3 Article to brush up SQL Skills

Interview Questions & Answers

111 Data Science Interview Q&A

Miscellenaous

How to write better code for Data Science

Six easy ways to run Jupyter Notebook in the cloud

Python for Data Analysis

Data Science in Practice

Data Visualization Strategy

Tableau