Kevin Bass's repositories
awesome-public-datasets
A topic-centric list of HQ open datasets.
awesome-r-learning-resources
A curated collection of free resources to help deepen your understanding of the R programming language. Updated regularly. Contributions encouraged via pull request (see contributing.md).
clean-code-ml
:bathtub: Clean Code concepts adapted for machine learning and data science. Now a free video series 😎 https://bit.ly/2yGDyqT
code-1
Compilation of R and Python programming codes on the Data Professor YouTube channel.
DarlingData
Open source SQL Server nonsense
dask-examples
Easy-to-run example notebooks for Dask
dask-tutorial
Dask tutorial
data
Data Sets for Machine Learning Practice
data-engineer-roadmap
Roadmap to becoming a data engineer in 2021
Debugging-Machine-Learning-Models-with-Python
Debugging Machine Learning Models with Python, published by Packt
diagrams
:art: Diagram as Code for prototyping cloud system architectures
drawio-desktop
Official electron build of diagrams.net
free-programming-books
:books: Freely available programming books
hue
Hue Editor: Open source SQL Query Assistant for Databases/Warehouses
learn-regex
Learn regex the easy way
ml-road
Machine Learning Resources, Practice and Research
naming-convention
Templates for naming convention - TSQL, JavaScript, C#, R, Python, Powershell
partialtesting
Run only the tests that are relevant for your changes
pmlb
PMLB: A large, curated repository of benchmark datasets for evaluating supervised machine learning algorithms.
public-apis
A collective list of free APIs for use in software and web development.
Python-Feature-Engineering-Cookbook
Python Feature Engineering Cookbook, published by Packt
python-patterns
A collection of design patterns/idioms in Python
PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
Resources
A list of resources to get you started in data science.
sql-style-guide
An opinionated guide for writing clean, maintainable SQL.
ThinkStats2
Text and supporting code for Think Stats, 2nd Edition
vscode-python
Python extension for Visual Studio Code