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mkdocs.yml
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site_name: Zero to Mastery TensorFlow for Deep Learning
site_url: http://dev.mrdbourke.com/tensorflow-deep-learning/
repo_url: https://github.com/mrdbourke/tensorflow-deep-learning/
repo_name: mrdbourke/tensorflow_deep_learning
theme:
name: material
logo: assets/misc-ztm-logo.png
favicon: assets/misc-ztm-logo.png
features:
- navigation.instant
- navigation.top
- toc.integrate
palette:
primary: black
markdown_extensions:
- pymdownx.highlight
- pymdownx.superfences
- pymdownx.tasklist:
custom_checkbox: true
plugins:
- mkdocs-jupyter
- search
edit_uri: ""
nav:
- Home: 'index.md'
- Fundamentals:
- '00 Getting started with TensorFlow': '00_tensorflow_fundamentals.ipynb'
- '01 Neural Network Regression with TensorFlow': '01_neural_network_regression_in_tensorflow.ipynb'
- '02 Neural Network Classification with TensorFlow': '02_neural_network_classification_in_tensorflow.ipynb'
- Computer Vision:
- '03 Convolutional Neural Networks and Computer Vision with TensorFlow': '03_convolutional_neural_networks_in_tensorflow.ipynb'
- Transfer Learning:
- '04 Transfer Learning with TensorFlow Part 1: Feature Extraction': '04_transfer_learning_in_tensorflow_part_1_feature_extraction.ipynb'
- '05 Transfer Learning with TensorFlow Part 2: Fine-tuning': '05_transfer_learning_in_tensorflow_part_2_fine_tuning.ipynb'
- '06 Transfer Learning with TensorFlow Part 3: Scaling up': '06_transfer_learning_in_tensorflow_part_3_scaling_up.ipynb'
- '07 Milestone Project 1: 🍔👁 Food Vision Big™': '07_food_vision_milestone_project_1.ipynb'
- Natural Language Processing:
- '08 Natural Language Processing with in TensorFlow': '08_introduction_to_nlp_in_tensorflow.ipynb'
- '09 Milestone Project 2: SkimLit 📄🔥': '09_SkimLit_nlp_milestone_project_2.ipynb'
- Time Series:
- '10 Time Series in TensorFlow + Milestone Project 3: BitPredict 💰📈': '10_time_series_forecasting_in_tensorflow.ipynb'
- Preparing for the TensorFlow Developer Certification Exam (archive): '11_passing_the_tensorflow_developer_certification_exam.md'
extra:
social:
- icon: fontawesome/brands/twitter
link: https://twitter.com/mrdbourke
- icon: fontawesome/brands/github
link: https://github.com/mrdbourke
- icon: fontawesome/brands/youtube
link: https://www.youtube.com/channel/UCr8O8l5cCX85Oem1d18EezQ