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mkdocs.yml
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mkdocs.yml
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site_name: Zero to Mastery Data Science and Machine Learning Bootcamp
site_description: Learn the fundamentals of machine learning and data science with Python via hands-on coding tutorials.
repo_url: https://github.com/mrdbourke/zero-to-mastery-ml
repo_name: mrdbourke/zero-to-mastery-ml
nav:
- Home: "index.md"
- Getting Ready for ML Projects: "a-6-step-framework-for-approaching-machine-learning-projects.md"
- Introduction to NumPy: "introduction-to-numpy.ipynb"
- Introduction to pandas: "introduction-to-pandas.ipynb"
- Introduction to Matplotlib: "introduction-to-matplotlib.ipynb"
- Introduction to Scikit-Learn: "introduction-to-scikit-learn.ipynb"
- Milestone Projects:
- End-to-End Heart Disease Classification: "end-to-end-heart-disease-classification.ipynb"
- End-to-End Bulldozer Price Regression: "end-to-end-bluebook-bulldozer-price-regression-v2.ipynb"
- Introduction to TensorFlow, Deep Learning and Transfer Learning: "end-to-end-dog-vision-v2.ipynb"
- Communicating your work: "communicating-your-work.md"
plugins:
- mkdocs-jupyter:
ignore_h1_titles: True
# include_source: True
- search
# - social # this will break without cairosvg and pillow installed locally
theme:
name: material
# logo: assets/ztm-logo-and-pytorch-logo.png
# favicon: assets/ztm-logo-and-pytorch-logo.png
features:
- navigation.instant
- navigation.top
palette:
primary: black
markdown_extensions:
- meta
- pymdownx.highlight
- pymdownx.superfences
- pymdownx.tasklist:
custom_checkbox: true
extra:
social:
- icon: fontawesome/brands/twitter
link: https://twitter.com/mrdbourke
- icon: fontawesome/brands/github
link: https://github.com/mrdbourke/zero-to-mastery-ml
- icon: fontawesome/brands/youtube
link: https://www.youtube.com/channel/UCr8O8l5cCX85Oem1d18EezQ