Master the Python Data Science Ecosytem

If you are looking to become an expert, check out my books:

They are all extremely comprehensive and offer lots of exercises with detailed solutions.

This repository

Contains a tutorial on how to integrate pandas with scikit-learn using the ColumnTransformer

Name		Name	Last commit message	Last commit date
Latest commit History 3 Commits
data		data
images		images
.gitignore		.gitignore
1. The Scikit-Learn Estimator.ipynb		1. The Scikit-Learn Estimator.ipynb
2. Model Assessment.ipynb		2. Model Assessment.ipynb
3. Model Selection.ipynb		3. Model Selection.ipynb
4. Transformers and Pipelines.ipynb		4. Transformers and Pipelines.ipynb
5. Encoding Strings.ipynb		5. Encoding Strings.ipynb
6. The ColumnTransformer.ipynb		6. The ColumnTransformer.ipynb
7. Binning Numeric Columns.ipynb		7. Binning Numeric Columns.ipynb
Environment Setup.md		Environment Setup.md
LICENSE		LICENSE
README.md		README.md
environment.yml		environment.yml
mymetrics.py		mymetrics.py