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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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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.xlsx
53.8 KB
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:

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

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Yan Chen - Transformer: Attention by hand ✍️

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πŸ“‚ Tags: #ML #TRANSFORMER

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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.

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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
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Forwarded from ML - DS - AI Jobs
πŸ“ˆHow to make $15,000 in a month in 2024?

Easy!!! Lisa is now the hippest trader who is showing crazy results in the market!

She was able to make over $15,000 in the last month! ❗️

Right now she has started a marathon on her channel and is running it absolutely free. πŸ’‘

To participate in the marathon, you will need to :

1. Subscribe to the channel SIGNALS BY LISA TRADER πŸ“ˆ
2. Write in private messages : β€œMarathon” and start participating!

πŸ‘‰CLICK HEREπŸ‘ˆ
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8_Workbook_Hidden_Layer.pdf
195.1 KB
Hidden Layer
AI by Hand ✍️ Workbook - 25 Exercises πŸ‹οΈβ€β™€οΈ

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πŸ“‚ Tags: #ML #AI

http://t.me/codeprogrammer ⭐️
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Hidden Layer
AI by Hand ✍️ Workbook - 25 Answers πŸ‹οΈβ€β™€οΈ

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πŸ“‚ Tags: #ML #AI

http://t.me/codeprogrammer ⭐️
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@codeprogrammer Helpful Cheat Sheets Compilation.zip
5.2 MB
🀩 Helpful Cheat Sheets Compilation

Including Pandas, NumPy, Matplotlib, Seaborn, and others

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πŸ“‚ Tags: #ML #AI #Python

http://t.me/codeprogrammer ⭐️
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