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Discover powerful insights with Python, Machine Learning, Coding, and Rβ€”your essential toolkit for data-driven solutions, smart alg

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🎁 Lisa has given away over $100,000 in the last 30 days. Every single one of her subscribers is making money.

She is a professional trader and broadcasts her way of making money trading on her channel EVERY subscriber she has helped, and she will help you.

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1. Subscribe to her channel
2. Write β€œGIFT” to her private messages
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Subscribe πŸ‘‡πŸ»
https://t.me/+DRO5evATod00NGIx
πŸ“‚ Tags: #transformers #python #nlp

http://t.me/codeprogrammer πŸ”’

The Transformer's encoder clearly explained πŸ‘‡
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πŸ“‚ Tags: #transformers #python #nlp

http://t.me/codeprogrammer πŸ”’

The Transformer's decoder clearly explained πŸ‘‡
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πŸ“‚ Tags: #transformers #python #nlp

http://t.me/codeprogrammer πŸ”’

The Transformers architecture clearly explained 🫴
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πŸ“‚ Tags: #python #ML #SVM

http://t.me/codeprogrammer πŸ”’

Support Vector Machine clearly explained! πŸ‘‡
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Recurrent Neural Network (RNN) by hand ✍️ Excel

πŸ“‚ Tags: #python #ML #RNN

http://t.me/codeprogrammer ⭐️

Download Excel file πŸ‘‡
https://t.me/+Tdshx2j5cZ00N2Ji
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Categorical data encoding techniques, visually explained

πŸ“‚ Tags: #python #ML

http://t.me/codeprogrammer ⭐️
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LeakyReLU by hand ✍️ Excel

πŸ“‚ Tags: #python #ML #AI

http://t.me/codeprogrammer ⭐️

Download Excel file πŸ‘‡
https://t.me/+Tdshx2j5cZ00N2Ji
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ResNet by hand ✍️ Excel

πŸ“‚ Tags: #python #ML #AI

http://t.me/codeprogrammer ⭐️

Download Excel file πŸ‘‡
https://t.me/+Tdshx2j5cZ00N2Ji
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LSTM by hand ✍️ Excel

πŸ“‚ Tags: #python #ML #LSTM

http://t.me/codeprogrammer ⭐️

Download Excel file πŸ‘‡
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LSTM by hand ✍️ Excel

πŸ“‚ Tags: #python #ML #LSTM

http://t.me/codeprogrammer ⭐️
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Web scraping will never be the same!

Crawl4AI simplifies web crawling and data extraction, making it ready to use for LLMs and AI applications.

Here’s why it’s a game-changer:

πŸ†“ Free and open-source
⭐️ Blazing fast performance,
πŸ€– LLM-friendly output formats (JSON, cleaned HTML, markdown)
🌍 Supports crawling multiple URLs simultaneously
🎨 Extracts all media tags (Images, Audio, Video)
πŸ”— Extracts all external and internal links

But that’s not all:

πŸ“š Extracts metadata from pages
βœ… User-agent customization
βœ… Takes screenshots of pages
πŸ“„ Executes custom JavaScript before crawling

πŸ“‚ Tags: #python #ML #LLM

http://t.me/codeprogrammer ⭐️
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Transformer by Hand ✍️ in 5 Minutes with Anna Rahn

πŸ“‚ Tags: #python #ML #Transformer

http://t.me/codeprogrammer ⭐️
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Pandas ➑️ Polars ➑️ SQL ➑️ PySpark translations:

Is it useful to you❓

πŸ“‚ Tags: #pandas #Polars #sql #Pyspark

http://t.me/codeprogrammer ⭐️
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Yan Chen - Transformer: Attention by hand ✍️

Is it useful to you❓

πŸ“‚ Tags: #ML #TRANSFORMER

http://t.me/codeprogrammer ⭐️
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Transformer: Multi-Head Attention

Math vs Code πŸ‘¨β€πŸ’»

I made this visualization to show you how to implement the multi-head attention math in PyTorch within 50 LoC.

Multi-Head Attention is what makes the Transformer's performance outstanding.

Is it useful to you❓

πŸ“‚ Tags: #ML #TRANSFORMER

http://t.me/codeprogrammer ⭐️
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A mini application that I liked very much, I feel that it is suitable for me as a programmer

https://t.me/owlsonton_bot/join?startapp=418788114
Forwarded from ML - DS - AI Jobs
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To participate in the marathon, you will need to :

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