Data Analytics
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Dive into the world of Data Analytics – uncover insights, explore trends, and master data-driven decision making.

Admin: @HusseinSheikho || @Hussein_Sheikho
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From machine learning and data visualization to time series and financial data.

This repository contains 920 open-source Python projects, categorized into 34 groups.

It's a great collection if you want to quickly find reliable libraries and tools for machine learning, data analysis, and related tasks, rather than searching everything manually on GitHub.

https://github.com/lukasmasuch/best-of-ml-python
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🧲 The CSV lands at 11pm and the answer is due at 9am.

Load it, clean it, pivot it, plot it, then explain the plot to someone who will ask why the line dips in March.

Create your own AI agent inside Telegram in about a minute and run the whole pass through it.

▫️ send a CSV or an XLSX and get the profile back: shape, nulls, outliers, what looks wrong
▫️ ask for a chart in plain words and it writes the code, runs it and returns the image
▫️ send a screenshot of a dashboard and ask what changed
▫️ puts a small mini-app inside Telegram so your team can re-run the report without you
▫️ keeps your metric definitions in memory, so it stops asking what active means
▫️ voice in, voice out while your hands are on the keyboard

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Forwarded from Machine Learning
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Understanding Attention
From Q, K, V to Modern Transformer Attention

https://drive.google.com/file/d/1fCHQ5xCQJ6jZszAYf-qP3VIySbzFIEDv/view

@DataAnalyticsX
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Forwarded from Machine Learning
This repository contains Jupyter notebooks for the O'Reilly book "Transformers: The Definitive Guide."

It includes code for computer vision tasks, time series analysis, audio processing, and reinforcement learning.

https://github.com/Nicolepcx/transformers-the-definitive-guide

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