Machine Learning with Python
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Learn Machine Learning with hands-on Python tutorials, real-world code examples, and clear explanations for researchers and developers.

Admin: @HusseinSheikho || @Hussein_Sheikho
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πŸš€ Demystifying Activation Functions! 🧠✨

Ever wondered why activation functions are so critical in neural networks? πŸ€”πŸ€–

They’re the secret sauce that allows models to capture complex, nonlinear relationships! πŸ”₯πŸ“ˆ

Do you want to learn how to implement an artificial neural network from scratch in Python using NumPy? πŸπŸ“Š

Learn more in super-detailed guide: https://lnkd.in/e4CydTtB πŸ”—πŸ“š

#NeuralNetworks #DeepLearning #ActivationFunctions #Python #NumPy #AI
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reader3 πŸ“šβœ¨

When you want to connect an AI like Gemini to help you analyze books or content, copying text from a reader usually becomes a hassle. πŸ˜©πŸ’»

Especially if you want to discuss a book by chapters. Highlighting text manually and copying it disrupts the flow and feels like a waste of time. ⏳🚫

Yesterday, Andrzej Karpati, a well-known AI expert, released a new project to the public: reader3, which solves this problem very neatly. πŸŽ‰πŸ› οΈ It's a lightweight EPUB reader that allows you to read a book together with AI. πŸ€–πŸ“–

Its interface is as minimalist as possible: only the necessary reading and navigation functions. πŸ“‰πŸ§­ You can also manage your library through folders. πŸ“βœ¨

The key feature is that it breaks an EPUB into chapters and displays the content one chapter at a time. πŸ”“πŸ“„

This makes it easy to copy the needed part of the book and pass it to a large model for analysis or discussion. πŸ“‹πŸ”„ It significantly improves the reading experience when paired with AI. πŸš€πŸ§ 

And it's very easy to get started - just run two commands via uv. βš‘πŸ› οΈ As a result, it's an excellent tool for those who love reading and want to use AI as a companion for text analysis. πŸ“šπŸ€πŸ€–

πŸ“ Language: #Python 61.0%

⭐️ Stars: 1.5k

➑️ Link to GitHub https://github.com/karpathy/reader3

#AI #Python #Reader3 #Tech #BookLovers #Github

https://xn--r1a.website/CodeProgrammer βœ…
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Forwarded from Learn Python Coding
Cheat sheet on the basics of Python: πŸπŸ“š

basic syntax and language rules πŸ“
scalar types β€” basic data types (int, float, bool, str, NoneType) πŸ”’

datetime β€” working with date and time πŸ“…β°

data structures β€” Python data structures (list, tuple, dict, set) πŸ—„

list β€” mutable lists for storing data collections πŸ“‹
tuple β€” immutable sequences of values πŸ”’
dict (hash map) β€” storing data in a key-value format πŸ—
set β€” unique elements without order πŸ”˜

slicing β€” obtaining parts of sequences through indices and step βœ‚οΈ

module/library β€” connecting modules and libraries πŸ”Œ

help functions β€” using help() and dir() to explore the Python API πŸ› 

#Python #Coding #DataScience #Programming #Tech #DevCommunity
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