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The Transformers architecture clearly explained
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π13β€5
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β€10π9
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Support Vector Machine clearly explained!
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π8β€2
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Recurrent Neural Network (RNN) by hand βοΈ Excel
π Tags: #python #ML #RNN
http://t.me/codeprogrammerβοΈ
Download Excel fileπ
https://t.me/+Tdshx2j5cZ00N2Ji
http://t.me/codeprogrammer
Download Excel file
https://t.me/+Tdshx2j5cZ00N2Ji
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π14π5β€4
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Categorical data encoding techniques, visually explained
π Tags: #python #ML
http://t.me/codeprogrammerβοΈ
http://t.me/codeprogrammer
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π12
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MLP by hand βοΈ Excel
π Tags: #python #ML #MLP
http://t.me/codeprogrammerβοΈ
Download Excel fileπ
https://t.me/+Tdshx2j5cZ00N2Ji
http://t.me/codeprogrammer
Download Excel file
https://t.me/+Tdshx2j5cZ00N2Ji
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π11π2
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LeakyReLU by hand βοΈ Excel
π Tags: #python #ML #AI
http://t.me/codeprogrammerβοΈ
Download Excel fileπ
https://t.me/+Tdshx2j5cZ00N2Ji
http://t.me/codeprogrammer
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https://t.me/+Tdshx2j5cZ00N2Ji
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2π10β€2
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ResNet by hand βοΈ Excel
π Tags: #python #ML #AI
http://t.me/codeprogrammerβοΈ
Download Excel fileπ
https://t.me/+Tdshx2j5cZ00N2Ji
http://t.me/codeprogrammer
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https://t.me/+Tdshx2j5cZ00N2Ji
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π8β€3
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Transformer by hand βοΈ Excel
π Tags: #python #ML #Transformer
http://t.me/codeprogrammerβοΈ
Download Excel fileπ
https://t.me/+Tdshx2j5cZ00N2Ji
http://t.me/codeprogrammer
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https://t.me/+Tdshx2j5cZ00N2Ji
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π10
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LSTM by hand βοΈ Excel
π Tags: #python #ML #LSTM
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π11β€7
Web scraping will never be the same!
Crawl4AI simplifies web crawling and data extraction, making it ready to use for LLMs and AI applications.
Hereβs why itβs a game-changer:
π Free and open-source
βοΈ Blazing fast performance,
π€ LLM-friendly output formats (JSON, cleaned HTML, markdown)
π Supports crawling multiple URLs simultaneously
π¨ Extracts all media tags (Images, Audio, Video)
π Extracts all external and internal links
But thatβs not all:
π Extracts metadata from pages
β
User-agent customization
β
Takes screenshots of pages
π Executes custom JavaScript before crawling
π Tags: #python #ML #LLM
http://t.me/codeprogrammerβοΈ
Crawl4AI simplifies web crawling and data extraction, making it ready to use for LLMs and AI applications.
Hereβs why itβs a game-changer:
But thatβs not all:
http://t.me/codeprogrammer
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π10β€5
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Transformer by Hand βοΈ in 5 Minutes with Anna Rahn
π Tags: #python #ML #Transformer
http://t.me/codeprogrammerβοΈ
http://t.me/codeprogrammer
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π13β€5
Pandas β‘οΈ Polars β‘οΈ SQL β‘οΈ PySpark translations:
Is it useful to youβ
π Tags: #pandas #Polars #sql #Pyspark
http://t.me/codeprogrammerβοΈ
Is it useful to you
http://t.me/codeprogrammer
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π23β€12
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Yan Chen - Transformer: Attention by hand βοΈ
Is it useful to youβ
π Tags: #ML #TRANSFORMER
http://t.me/codeprogrammerβοΈ
Is it useful to you
http://t.me/codeprogrammer
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π9β€1
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Transformer: Multi-Head Attention
Math vs Codeπ¨βπ»
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 youβ
π Tags: #ML #TRANSFORMER
http://t.me/codeprogrammerβοΈ
Math vs Code
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
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π15β€1
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
https://t.me/owlsonton_bot/join?startapp=418788114
π5
Forwarded from ML - DS - AI Jobs
πHow 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! βοΈ
Right now she has started a marathon on her channel and is running it absolutely free. π‘
To participate in the marathon, you will need to :
1. Subscribe to the channel SIGNALS BY LISA TRADER π
2. Write in private messages : βMarathonβ and start participating!
πCLICK HEREπ
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! βοΈ
Right now she has started a marathon on her channel and is running it absolutely free. π‘
To participate in the marathon, you will need to :
1. Subscribe to the channel SIGNALS BY LISA TRADER π
2. Write in private messages : βMarathonβ and start participating!
πCLICK HEREπ
π5β€1
8_Workbook_Hidden_Layer.pdf
195.1 KB
Hidden Layer
AI by HandβοΈ Workbook - 25 Exercises ποΈββοΈ
Is it useful to youβ
π Tags: #ML #AI
http://t.me/codeprogrammerβοΈ
AI by Hand
Is it useful to you
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π15β€3π1
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Hidden Layer
AI by HandβοΈ Workbook - 25 Answers ποΈββοΈ
Is it useful to youβ
π Tags: #ML #AI
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AI by Hand
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π11β€2
@codeprogrammer Helpful Cheat Sheets Compilation.zip
5.2 MB
Including Pandas, NumPy, Matplotlib, Seaborn, and others
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π48β€16