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format: jb-book | ||
root: README.md | ||
parts: | ||
- caption: Machine Learning | ||
- caption: Foundations of Machine Learning | ||
chapters: | ||
- file: chapters/Chapter 1 - Introduction to Machine Learning | ||
title: "Chapter 1 - Introduction to Machine Learning" | ||
- file: chapters/Chapter 2 - Supervised Machine Learning | ||
title: "Chapter 2 - Supervised Machine Learning" | ||
- file: chapters/Chapter 3 - Unsupervised Machine Learning | ||
title: "Chapter 3 - Unsupervised Machine Learning" | ||
- caption: Deep Learning | ||
- file: chapters/Chapter 2 - Data Fundamentals | ||
title: "Chapter 2 - Data Fundamentals" | ||
- file: chapters/Chapter 3 - Supervised Learning | ||
title: "Chapter 3 - Supervised Learning" | ||
- file: chapters/Chapter 4 - Unsupervised Learning | ||
title: "Chapter 4 - Unsupervised Learning" | ||
- caption: Deep Learning Fundamentals | ||
chapters: | ||
- file: "chapters/Chapter x - Introduction to Deep Learning" | ||
- file: chapters/Chapter 5 - Neural Networks Basics | ||
title: "Chapter 5 - Neural Networks Basics" | ||
- file: chapters/Chapter 6 - Deep Learning Tools | ||
title: "Chapter 6 - Deep Learning Tools" | ||
- caption: Advanced Deep Learning | ||
chapters: | ||
- file: chapters/Chapter 7 - Convolutional Neural Networks | ||
title: "Chapter 7 - Convolutional Neural Networks" | ||
- file: chapters/Chapter 8 - Sequential Data and RNNs | ||
title: "Chapter 8 - Sequential Data and RNNs" | ||
- file: chapters/Chapter 9 - Modern Deep Learning | ||
title: "Chapter 9 - Modern Deep Learning" | ||
- file: chapters/Chapter x - Introduction to Deep Learning | ||
title: "Chapter x - Introduction to Deep Learning" |
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{ | ||
"cells": [], | ||
"metadata": { | ||
"language_info": { | ||
"name": "python" | ||
} | ||
}, | ||
"nbformat": 4, | ||
"nbformat_minor": 2 | ||
} |
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{ | ||
"cells": [], | ||
"metadata": { | ||
"language_info": { | ||
"name": "python" | ||
} | ||
}, | ||
"nbformat": 4, | ||
"nbformat_minor": 2 | ||
} |
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{ | ||
"cells": [], | ||
"metadata": { | ||
"language_info": { | ||
"name": "python" | ||
} | ||
}, | ||
"nbformat": 4, | ||
"nbformat_minor": 2 | ||
} |
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{ | ||
"cells": [], | ||
"metadata": { | ||
"language_info": { | ||
"name": "python" | ||
} | ||
}, | ||
"nbformat": 4, | ||
"nbformat_minor": 2 | ||
} |
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{ | ||
"cells": [], | ||
"metadata": { | ||
"language_info": { | ||
"name": "python" | ||
} | ||
}, | ||
"nbformat": 4, | ||
"nbformat_minor": 2 | ||
} |
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{ | ||
"cells": [], | ||
"metadata": { | ||
"language_info": { | ||
"name": "python" | ||
} | ||
}, | ||
"nbformat": 4, | ||
"nbformat_minor": 2 | ||
} |
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{ | ||
"cells": [], | ||
"metadata": { | ||
"language_info": { | ||
"name": "python" | ||
} | ||
}, | ||
"nbformat": 4, | ||
"nbformat_minor": 2 | ||
} |