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:
🆓 Free and open-source
⭐️ Blazing fast performance,
🤖 LLM-friendly output formats (JSON, cleaned HTML, markdown)
🌍 Supports crawling multiple URLs simultaneously
🎨 Extracts all media tags (Images, Audio, Video)
🔗 Extracts all external and internal links
But that’s not all:
📚 Extracts metadata from pages
✅ User-agent customization
✅ Takes screenshots of pages
📄 Executes custom JavaScript before crawling
📂 Tags: #python #ML #LLM
https://t.iss.one/codeprogrammer⭐️
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:
But that’s not all:
https://t.iss.one/codeprogrammer
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Transformer by Hand ✍️ in 5 Minutes with Anna Rahn
📂 Tags: #python #ML #Transformer
https://t.iss.one/codeprogrammer⭐️
https://t.iss.one/codeprogrammer
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Pandas ➡️ Polars ➡️ SQL ➡️ PySpark translations:
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📂 Tags: #pandas #Polars #sql #Pyspark
https://t.iss.one/codeprogrammer⭐️
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Yan Chen - Transformer: Attention by hand ✍️
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📂 Tags: #ML #TRANSFORMER
https://t.iss.one/codeprogrammer⭐️
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Transformer: Multi-Head Attention
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❓
📂 Tags: #ML #TRANSFORMER
https://t.iss.one/codeprogrammer⭐️
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
https://t.iss.one/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.iss.one/owlsonton_bot/join?startapp=418788114
https://t.iss.one/owlsonton_bot/join?startapp=418788114
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Forwarded from ML - DS/DA/DE - AI [Jobs, InterviewPrep]
📈How 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. 💡
To participate in the marathon, you will need to :
1. Subscribe to the channel SIGNALS BY LISA TRADER 📈
2. Write in private messages : “Marathon” and start participating!
👉CLICK HERE👈
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. 💡
To participate in the marathon, you will need to :
1. Subscribe to the channel SIGNALS BY LISA TRADER 📈
2. Write in private messages : “Marathon” and start participating!
👉CLICK HERE👈
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8_Workbook_Hidden_Layer.pdf
195.1 KB
Hidden Layer
AI by Hand✍️ Workbook - 25 Exercises 🏋️♀️
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📂 Tags: #ML #AI
https://t.iss.one/codeprogrammer⭐️
AI by Hand
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Hidden Layer
AI by Hand✍️ Workbook - 25 Answers 🏋️♀️
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📂 Tags: #ML #AI
https://t.iss.one/codeprogrammer⭐️
AI by Hand
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@codeprogrammer Helpful Cheat Sheets Compilation.zip
5.2 MB
Including Pandas, NumPy, Matplotlib, Seaborn, and others
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Numpy Cheat sheet for Data Scientists
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📂 Tags: #ML #Numpy #Python
https://t.iss.one/codeprogrammer⭐️
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Similarity vs. Distance, illustrated using circles 🏵 by hand ✍️
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📂 Tags: #ML #Python
https://t.iss.one/codeprogrammer⭐️
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AI & ML Guided Projects with Python 👑
Below is a list of guided projects to master AI & ML with Python that you should try⭐
🔗 Link: https://thecleverprogrammer.com/2024/10/11/ai-ml-projects-with-python/
Is it useful to you❓
📂 Tags: #ML #Ai #Python
https://t.iss.one/codeprogrammer⭐️
Below is a list of guided projects to master AI & ML with Python that you should try
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https://t.iss.one/codeprogrammer
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25 Most Important Mathematical Definitions in Data Science
More details: https://blog.dailydoseofds.com/p/25-most-important-mathematical-definitions
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📂 Tags: #ML #Ai #DataScience
https://t.iss.one/codeprogrammer⭐️
More details: https://blog.dailydoseofds.com/p/25-most-important-mathematical-definitions
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Multi-Query RAG by hand ✍️ + Langflow
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📂 Tags: #ML #Ai #RAG #LLM
https://t.iss.one/codeprogrammer⭐️
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explaining the concept of RAG (Retrieval-Augmented Generation) in a simple and easy-to-understand way.
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📂 Tags: #ML #Ai #RAG #LLM
https://t.iss.one/codeprogrammer⭐️
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Understanding RAG Part I: Why It’s Needed
Details: https://machinelearningmastery.com/understanding-rag-part-i-why-its-needed/
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📂 Tags: #ML #Ai #RAG #LLM
https://t.iss.one/codeprogrammer⭐️
Details: https://machinelearningmastery.com/understanding-rag-part-i-why-its-needed/
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@codeprogrammer CS229 Lectures Notes (2023) %0A%0AAndrew Ng.pdf
3.2 MB
CS229 Lectures Notes (2023)
By: Andrew Ng & Tengyu Ma
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📂 Tags: #ML #Ai #RAG #LLM
https://t.iss.one/codeprogrammer⭐️
By: Andrew Ng & Tengyu Ma
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https://t.iss.one/codeprogrammer
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LOOKING FOR A NEW SOURCE OF INCOME?
Average earnings from 100$ a day
Lisa is looking for people who want to earn money. If you are responsible, motivated and want to change your life. Welcome to her channel.
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https://t.iss.one/+NhwYZAXFlT8yZDIx
Average earnings from 100$ a day
Lisa is looking for people who want to earn money. If you are responsible, motivated and want to change your life. Welcome to her channel.
WHAT YOU NEED TO WORK:
1. phone or computer
2. Free 15-20 minutes a day
3. desire to earn
❗️ Requires 20 people ❗️
Access is available at the link below
👇
https://t.iss.one/+NhwYZAXFlT8yZDIx
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Mathematics of an Artificial Neural Network
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📂 Tags: #ML #Ai #RAG #LLM
https://t.iss.one/codeprogrammer⭐️
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