Cheat Sheets for AI Neural Networks, Machine Learning, DeepLearning & Big Data

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📚 Regular Expression Puzzles and AI Coding Assistants (2023)

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💬 Tags: #ai

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📚 Efficient Go (2023)

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💬 Tags: #GO

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📚 Azure Security Cookbook (2023)

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💬 Tags: #Azure

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📚 Cybersecurity Blue Team Strategies (2023)

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💬 Tags: #Cybersecurity

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Heroes of Machine Learning: Geoffrey Hinton

#artificialintelligence #machinelearning

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📚 The Vulnerability Researcher's Handbook (2023)

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💬 Tags: #Researcher

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📚 Think Like a CTO (2023)

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💬 Tags: #CTO

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Beginning Programming with Python For Dummies (2023)
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Beginning Programming with Python For Dummies (2023)

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📚 Beginning Azure Functions (2023)

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💬 Tags: #Azure

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📚 Глубокое обучение на Python (2023)

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💬 Tags: #python #deeplearning

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📚 Python 3 for Science and Engineering Applications (2023)

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💬 Tags: #python

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An important collection of the 15 best machine learning cheat sheets.

مجموعة مهمة الافضل ١٥ ورقة غش في مجال التعلم الآلي.

1- Supervised Learning

https://github.com/afshinea/stanford-cs-229-machine-learning/blob/master/en/cheatsheet-supervised-learning.pdf

2- Unsupervised Learning

https://github.com/afshinea/stanford-cs-229-machine-learning/blob/master/en/cheatsheet-unsupervised-learning.pdf

3- Deep Learning

https://github.com/afshinea/stanford-cs-229-machine-learning/blob/master/en/cheatsheet-deep-learning.pdf

4- Machine Learning Tips and Tricks

https://github.com/afshinea/stanford-cs-229-machine-learning/blob/master/en/cheatsheet-machine-learning-tips-and-tricks.pdf

5- Probabilities and Statistics

https://github.com/afshinea/stanford-cs-229-machine-learning/blob/master/en/refresher-probabilities-statistics.pdf

6- Comprehensive Stanford Master Cheat Sheet

https://github.com/afshinea/stanford-cs-229-machine-learning/blob/master/en/super-cheatsheet-machine-learning.pdf

7- Linear Algebra and Calculus

https://github.com/afshinea/stanford-cs-229-machine-learning/blob/master/en/refresher-algebra-calculus.pdf

8- Data Science Cheat Sheet

https://s3.amazonaws.com/assets.datacamp.com/blog_assets/PythonForDataScience.pdf

9- Keras Cheat Sheet

https://s3.amazonaws.com/assets.datacamp.com/blog_assets/Keras_Cheat_Sheet_Python.pdf

10- Deep Learning with Keras Cheat Sheet

https://github.com/rstudio/cheatsheets/raw/master/keras.pdf

11- Visual Guide to Neural Network Infrastructures

http://www.asimovinstitute.org/wp-content/uploads/2016/09/neuralnetworks.png

12- Skicit-Learn Python Cheat Sheet

https://s3.amazonaws.com/assets.datacamp.com/blog_assets/Scikit_Learn_Cheat_Sheet_Python.pdf

13- Scikit-learn Cheat Sheet: Choosing the Right Estimator

https://scikit-learn.org/stable/tutorial/machine_learning_map/

14- Tensorflow Cheat Sheet

https://github.com/kailashahirwar/cheatsheets-ai/blob/master/PDFs/Tensorflow.pdf

15- Machine Learning Test Cheat Sheet

https://www.cheatography.com/lulu-0012/cheat-sheets/test-ml/pdf/

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📚 Azure Containers Explained (2023)

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💬 Tags: #azure

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📚 Cyber Deception (2023)

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💬 Tags: #Cyber

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📚 Machine Learning for Time-Series with Python (2022)

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💬 Tags: #TimeSeries

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📚 Metaheuristics for Machine Learning (2023)

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💬 Tags: #machineLearning

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📚 Arduino Solutions Handbook (2023)

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💬 Tags: #Arduino

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📚 Learning JavaScript Design Patterns (2023)

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💬 Tags: #javanoscript

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