Packt Workshops

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47 repositories

The-Deep-Learning-with-PyTorch-Workshop
Public
Jupyter Notebook
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MIT License
•42•34•1•4•Updated Sep 5, 2025Sep 5, 2025
The-Machine-Learning-Workshop
Public
An interactive approach to understanding Machine Learning using scikit-learn
artificial-neural-networks support-vector-machine naive-bayes-algorithm dbscan-clustering mean-shift k-means-clustering calinski-harabaz-score silhouette-score
Jupyter Notebook
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MIT License
•52•43•0•2•Updated Sep 5, 2025Sep 5, 2025
The-Applied-Data-Science-Workshop
Public
Jupyter Notebook
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MIT License
•35•30•0•3•Updated Sep 5, 2025Sep 5, 2025
The-Applied-Artificial-Intelligence-Workshop
Public
Jupyter Notebook
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MIT License
•32•17•0•10•Updated Sep 5, 2025Sep 5, 2025
The-Applied-AI-and-Natural-Language-Processing-with-AWS
Public
Jupyter Notebook
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MIT License
•16•11•0•0•Updated Sep 5, 2025Sep 5, 2025
The-Computer-Vision-Workshop
Public
Jupyter Notebook
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MIT License
•76•40•0•2•Updated Sep 5, 2025Sep 5, 2025
The-Data-Visualization-Workshop
Public
A New, Interactive Approach to Learning Data Visualization
python data plots numpy pandas data-visualization seaborn bokeh matplotlib data-wrangling
Jupyter Notebook
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MIT License
•102•88•0•3•Updated Sep 5, 2025Sep 5, 2025
The-Data-Analysis-Workshop
Public
A New Interactive Approach to Learning Data Analysis
python data clustering linear-regression exploratory-data-analysis visual-analysis data-analysis logistic-regression feature-engineering visualizations
Jupyter Notebook
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MIT License
•56•73•0•2•Updated Sep 5, 2025Sep 5, 2025
The-Unsupervised-Learning-Workshop
Public
An Interactive Approach to Understanding Unsupervised Learning Algorithms
topic-modeling k-means principal-component-analysis hierarchical-clustering dbscan-clustering market-basket-analysis agglomerative-clustering hotspot-analysis
Jupyter Notebook
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MIT License
•33•30•0•0•Updated Sep 5, 2025Sep 5, 2025
The-Data-Wrangling-Workshop
Public
pandas, numpy, matplotlib, data-wrangling
Jupyter Notebook
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MIT License
•112•36•0•12•Updated Sep 5, 2025Sep 5, 2025
The-Deep-Learning-with-Keras-Workshop
Public
An Interactive Approach to Understanding Deep Learning with Keras
machine-learning tensorflow scikit-learn keras cross-validation regression classification artificial-neural-networks logistic-regression regularization
Jupyter Notebook
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MIT License
•91•51•0•17•Updated Sep 5, 2025Sep 5, 2025
The-Applied-TensorFlow-and-Keras-Workshop
Public
Jupyter Notebook
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MIT License
•27•15•0•6•Updated Sep 5, 2025Sep 5, 2025
The-Deep-Learning-Workshop
Public
Jupyter Notebook
•53•29•0•15•Updated Sep 5, 2025Sep 5, 2025
The-Artificial-Intelligence-Infrastructure-Workshop
Public
Loading, Maintaining and Updating Data to Allow Computers to Perform Human Tasks
Jupyter Notebook
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MIT License
•36•24•0•0•Updated Sep 5, 2025Sep 5, 2025
The-Natural-Language-Processing-Workshop
Public
Jupyter Notebook
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MIT License
•51•31•0•15•Updated Sep 5, 2025Sep 5, 2025
The-Reinforcement-Learning-Workshop
Public
Jupyter Notebook
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MIT License
•45•40•0•19•Updated Sep 5, 2025Sep 5, 2025
The-Statistics-and-Calculus-with-Python-Workshop
Public
Jupyter Notebook
•97•153•0•2•Updated Sep 5, 2025Sep 5, 2025
The-Data-Science-Workshop
Public
A New, Interactive Approach to Learning Data Science
python machine-learning random-forest regression datascience dimensionality-reduction feature-engineering data-preparation machine-learning-pipelines binaryclassification
Jupyter Notebook
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MIT License
•225•239•0•10•Updated Sep 5, 2025Sep 5, 2025
The-TensorFlow-Workshop
Public
Jupyter Notebook
•49•33•0•12•Updated Sep 5, 2025Sep 5, 2025
The-Tableau-Workshop
Public
MIT License
•36•27•0•0•Updated Sep 5, 2025Sep 5, 2025
The-Pandas-Workshop
Public
The Pandas Workshop, published by Packt
Jupyter Notebook
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MIT License
•92•92•0•13•Updated Sep 5, 2025Sep 5, 2025
The-Python-Workshop
Public
A New, Interactive Approach to Learning Python
python data-science machine-learning types algorithms linear-regression structure pytorch logistic-regression random-forests
Jupyter Notebook
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MIT License
•354•273•0•12•Updated Nov 8, 2023Nov 8, 2023
The-Clojure-Workshop
Public
A New, Interactive Approach to Learning Clojure
map clojurescript filter repl reagent figwheel destructuring lazy-sequences leningen
Clojure
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MIT License
•43•74•1•2•Updated Jul 12, 2023Jul 12, 2023
The-PHP-Workshop
Public
A New, Interactive Approach to Learning PHP
packagist composer php7 guzzle querystrings http-requests data-persistence webservices superglobals
PHP
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MIT License
•46•47•1•0•Updated Apr 20, 2023Apr 20, 2023
The-Go-Workshop
Public
A New, Interactive Approach to Learning Go
go golang fmt range go-library go-import go-routine go-package go-modules go-map
Go
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MIT License
•92•146•1•2•Updated Feb 24, 2023Feb 24, 2023
The-Ruby-Workshop
Public
A New, Interactive Approach to Learning Ruby
ruby-library rubygems rails-engine rails-application oop ruby-cli rubyonrails ruby-application dynamic-programming oop-principles
Ruby
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MIT License
•23•30•0•27•Updated Jan 19, 2023Jan 19, 2023
The-Angular-Workshop
Public
TypeScript
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MIT License
•10•3•0•85•Updated Jan 7, 2023Jan 7, 2023
The-TypeScript-Workshop
Public
TypeScript
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MIT License
•37•44•1•3•Updated Jan 7, 2023Jan 7, 2023
The-JavaScript-Workshop
Public
A New, Interactive Approach to Learning JavaScript
nodejs javascript css gulp html api grunt webpack ecmascript es9
JavaScript
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MIT License
•143•138•0•46•Updated Jan 5, 2023Jan 5, 2023
The-React-Workshop
Public
A New, Interactive Approach to Learning React
JavaScript
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MIT License
•54•48•0•139•Updated Jan 5, 2023Jan 5, 2023