100 Days of ML Coding

Jupyter notebooks from the scikit-learn video series

Python Data Science Handbook: full text in Jupyter Notebooks

Route optimization solution which uses evolutionary algorithm with XGBoost model to optimize travel times.

Data Science Using Python

Code repo for the book "Feature Engineering for Machine Learning," by Alice Zheng and Amanda Casari, O'Reilly 2018

greedy feature selection based on ROC AUC

Repository of teaching materials, code, and data for my data analysis and machine learning projects.

common data analysis and machine learning tasks using python

🚚 Agile Data Preparation Workflows made easy with Pandas, Dask, cuDF, Dask-cuDF, Vaex and PySpark

PDFs for programming tutorials.

Resources for the Data Mining for Bussiness and Governance course.

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.

Software developer resume in Latex

The "Python Machine Learning (2nd edition)" book code repository and info resource

The "Python Machine Learning (1st edition)" book code repository and info resource

A List of Data Science/Machine Learning Resources (Mostly Free)

An implementation of the Grammar of Graphics in R