Packt Workshops

All

47 repositories

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
•47•34•0•2•Updated Jun 17, 2024Jun 17, 2024
The-Python-Workshop
Public
A New, Interactive Approach to Learning Python
python types algorithms linear-regression structure pytorch logistic-regression random-forests gridsearchcv randomizedsearchcv
Jupyter Notebook
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MIT License
•355•261•0•12•Updated Nov 8, 2023Nov 8, 2023
The-Statistics-and-Calculus-with-Python-Workshop
Public
Jupyter Notebook
•93•140•0•2•Updated Oct 18, 2023Oct 18, 2023
The-Deep-Learning-with-PyTorch-Workshop
Public
Jupyter Notebook
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MIT License
•41•33•1•4•Updated Jul 22, 2023Jul 22, 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
•40•72•1•2•Updated Jul 12, 2023Jul 12, 2023
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
•54•66•0•2•Updated Jul 6, 2023Jul 6, 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
•44•46•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
•88•140•1•2•Updated Feb 24, 2023Feb 24, 2023
The-Pandas-Workshop
Public
The Pandas Workshop, published by Packt
Jupyter Notebook
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MIT License
•87•85•0•13•Updated Feb 13, 2023Feb 13, 2023
The-Ruby-Workshop
Public
A New, Interactive Approach to Learning Ruby
ruby-library rails-engine rails-application oop ruby-cli rubyonrails ruby-application dynamic-programming oop-principles duck-typing
Ruby
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MIT License
•24•31•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
•36•41•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•139•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•47•0•139•Updated Jan 5, 2023Jan 5, 2023
The-TensorFlow-Workshop
Public
Jupyter Notebook
•47•32•0•12•Updated Dec 26, 2022Dec 26, 2022
The-Deep-Learning-Workshop
Public
Jupyter Notebook
•51•28•0•15•Updated Dec 26, 2022Dec 26, 2022
The-Natural-Language-Processing-Workshop
Public
Jupyter Notebook
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MIT License
•49•29•0•15•Updated Dec 26, 2022Dec 26, 2022
The-Applied-Artificial-Intelligence-Workshop
Public
Jupyter Notebook
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MIT License
•31•15•0•10•Updated Dec 26, 2022Dec 26, 2022
The-Reinforcement-Learning-Workshop
Public
Jupyter Notebook
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MIT License
•43•40•0•19•Updated Dec 8, 2022Dec 8, 2022
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
•92•48•0•17•Updated Dec 8, 2022Dec 8, 2022
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
•213•212•0•10•Updated Dec 8, 2022Dec 8, 2022
The-Data-Wrangling-Workshop
Public
pandas, numpy, matplotlib, data-wrangling
Jupyter Notebook
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MIT License
•98•26•0•12•Updated Dec 8, 2022Dec 8, 2022
The-Django-Workshop
Public
HTML
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MIT License
•15•15•0•36•Updated Nov 22, 2022Nov 22, 2022
The-Docker-Workshop
Public
Python
•63•36•2•7•Updated Nov 22, 2022Nov 22, 2022
The-Applied-Data-Science-Workshop
Public
Jupyter Notebook
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MIT License
•34•29•0•3•Updated Sep 30, 2022Sep 30, 2022
The-C-Sharp-Workshop
Public
C#
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MIT License
•32•27•1•0•Updated Sep 26, 2022Sep 26, 2022
The-MySQL-Workshop
Public
A simple, low tech approach to quickly get you working with MySQL with real world examples from those who use it every day.
JavaScript
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MIT License
•22•20•0•0•Updated Jul 5, 2022Jul 5, 2022
Kubernetes-Workshop
Public
Go
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MIT License
•89•57•1•2•Updated Jun 27, 2022Jun 27, 2022
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
•98•85•0•3•Updated Jun 22, 2022Jun 22, 2022
The-Supervised-Learning-Workshop
Public
An Interactive Approach to Understanding Supervised Learning Algorithms
python plots regression pandas supervised-learning classification matplotlib decision-trees knn
Jupyter Notebook
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MIT License
•54•29•0•3•Updated Jun 22, 2022Jun 22, 2022