Machine Learning with Python
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Learn Machine Learning with hands-on Python tutorials, real-world code examples, and clear explanations for researchers and developers.

Admin: @HusseinSheikho || @Hussein_Sheikho
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πŸš€ Master the Transformer Architecture with PyTorch! 🧠

Dive deep into the world of Transformers with this comprehensive PyTorch implementation guide. Whether you're a seasoned ML engineer or just starting out, this resource breaks down the complexities of the Transformer model, inspired by the groundbreaking paper "Attention Is All You Need".

πŸ”— Check it out here:
https://www.k-a.in/pyt-transformer.html

This guide offers:

🌟 Detailed explanations of each component of the Transformer architecture.

🌟 Step-by-step code implementations in PyTorch.

🌟 Insights into the self-attention mechanism and positional encoding.

By following along, you'll gain a solid understanding of how Transformers work and how to implement them from scratch.

#MachineLearning #DeepLearning #PyTorch #Transformer #AI #NLP #AttentionIsAllYouNeed #Coding #DataScience #NeuralNetworks
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πŸ’― BEST DATA SCIENCE CHANNELS ON TELEGRAM 🌟

πŸ§ πŸ’»πŸ“Š
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πŸ”΄ Comprehensive course on "Data Mining"
πŸ–₯ Carnegie Mellon University, USA


πŸ‘¨πŸ»β€πŸ’» Carnegie University in the United States has come to offer a free #datamining course in 25 lectures to those interested in this field.

◀️ In this course, you will deal with statistical concepts and model selection methods on the one hand, and on the other hand, you will have to implement these concepts in practice and present the results.

◀️ The exercises are both combined: theory, #coding, and practical.πŸ‘‡


β”Œ πŸ₯΅ Data Mining
└⏯️ Course Homepage

πŸ’― BEST DATA SCIENCE CHANNELS ON TELEGRAM 🌟
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Forwarded from Learn Python Coding
Cheat sheet on the basics of Python: πŸπŸ“š

basic syntax and language rules πŸ“
scalar types β€” basic data types (int, float, bool, str, NoneType) πŸ”’

datetime β€” working with date and time πŸ“…β°

data structures β€” Python data structures (list, tuple, dict, set) πŸ—„

list β€” mutable lists for storing data collections πŸ“‹
tuple β€” immutable sequences of values πŸ”’
dict (hash map) β€” storing data in a key-value format πŸ—
set β€” unique elements without order πŸ”˜

slicing β€” obtaining parts of sequences through indices and step βœ‚οΈ

module/library β€” connecting modules and libraries πŸ”Œ

help functions β€” using help() and dir() to explore the Python API πŸ› 

#Python #Coding #DataScience #Programming #Tech #DevCommunity
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✍️ Pyneng β€” a large base for Python and network automation!

Detailed documentation and educational materials. The site contains lessons on Python syntax, working with files, functions, OOP, as well as separate sections on network technologies. The materials are presented with a large number of examples and practical tasks.

πŸ“Œ I'll leave a link: https://pyneng.readthedocs.io/en/latest/

#Python #NetworkAutomation #DevOps #Coding #Learning #Tech

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πŸš€ Level up your AI & Data Science skills with HelloEncyclo β€” a growing all-in-one platform featuring hands-on courses in LLMs, Deep Learning, MLOps, Data Engineering, and more.
βœ… 13 courses live + 40+ coming soon
🎯 One access, lifetime updates
πŸ”‘ Use code: PRESALE-BOOK-WAVE-2GFG
πŸ‘‰ https://helloencyclo.com/?ref=HUSSEINSHEIKHO
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Kaggle and Google are launching a free 5-day intensive course on VibeCoding. πŸš€

Over five days, they will explain how agent-based coding works, how to configure skills, memory, and context, and how to make AI assistants not only useful but also safe. πŸ€– The program includes daily tasks, live streams, discussions, and practical projects. πŸ’»

After completion, participants will receive an official certificate that can be added to their portfolio. πŸ“œ

Start date: June 15th. πŸ“…

https://www.kaggle.com/competitions/5-day-ai-agents-intensive-vibecoding-course-with-google πŸ”—

If you've long wanted to properly understand agent-based coding, this is a great opportunity to dive in. 🌊

#Kaggle #Google #VibeCoding #AIAgents #Coding #AI #TechNews #FreeCourse

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πŸš€ Level up your AI & Data Science skills with HelloEncyclo β€” a growing all-in-one platform featuring hands-on courses in LLMs, Deep Learning, MLOps, Data Engineering, and more.
βœ… 13 courses live + 40+ coming soon
🎯 One access, lifetime updates
πŸ”‘ Use code: PRESALE-BOOK-WAVE-2GFG
πŸ‘‰ https://helloencyclo.com/?ref=HUSSEINSHEIKHO
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β˜•οΈ Python Tutorial β€” a detailed course for beginners!

A comprehensive Python training course that systematically covers the basics of the language: variables, conditions, loops, functions, lists, dictionaries, OOP, etc. The material is accompanied by code examples and clear explanations, making it suitable even for those who are just starting their journey in programming.

πŸ“Œ I'll leave a link: beginnersbook.com

#Python #Tutorial #Coding #Programming #LearnToCode #TechSkills

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⭐️ Join Our WhatsApp Channel https://whatsapp.com/channel/0029VaC7Weq29753hpcggW2A

πŸš€ Level up your AI & Data Science skills with HelloEncyclo β€” a growing all-in-one platform featuring hands-on courses in LLMs, Deep Learning, MLOps, Data Engineering, and more.
βœ… 13 courses live + 40+ coming soon
🎯 One access, lifetime updates
πŸ”‘ Use code: PRESALE-BOOK-WAVE-2GFG
πŸ‘‰ https://helloencyclo.com/?ref=HUSSEINSHEIKHO
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Guide to scalable system design and interviews πŸš€πŸ“Š

https://github.com/karanpratapsingh/system-design

#SystemDesign #Scalability #TechInterviews #SoftwareEngineering #DevCommunity #Coding

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πŸš€ Level up your AI & Data Science skills with HelloEncyclo β€” a growing all-in-one platform featuring hands-on courses in LLMs, Deep Learning, MLOps, Data Engineering, and more.
βœ… 13 courses live + 40+ coming soon
🎯 One access, lifetime updates
πŸ”‘ Use code: PRESALE-BOOK-WAVE-2GFG
πŸ‘‰ https://helloencyclo.com/?ref=HUSSEINSHEIKHO
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Anthropic, together with Frontend Masters, have launched a free course on Claude Code. πŸš€

And this is not a superficial overview, but a thorough analysis of the tool for those who want to really improve their vibe coding and work with AI agents. πŸ€–

The course is led by Lydia Hallie from Anthropic. πŸ‘©β€πŸ’»

Inside:

β€’ basics of Claude Code
β€’ skills
β€’ hooks
β€’ sub-agents
β€’ MCP
β€’ plugins
β€’ Agent SDK
β€’ advanced work scenarios

A good entry point for those who want not just to "ask AI to write code", but to build a proper workflow around Claude Code. πŸ› οΈ

Link:
http://frontendmasters.com/courses/claude-code

#Anthropic #FrontendMasters #ClaudeCode #AIAgents #Coding #LLM
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Forwarded from Udemy Free Coupons
Python Programming for Beginners: Learn Python from Scratch

Python Programming for Beginners: Learn Python from Scratch (Master Data Analysis, Step-by-Step with Practice Exercises)…

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πŸ’Ž By: https://t.me/Udemy26
#Programming #Coding #Development #Tech #Python #DataScience
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Google just released a free 2-hour course on full Graph engineering: 1 prompt β†’ 100 agents β†’ loops β†’ graphs from 0% to 100%: πŸ€–βš™οΈ

10% β†’ 17:44 - build your first agent πŸš€
30% β†’ 39:30 - Loop engineering: iterate, check, break πŸ”
60% β†’ 1:12:38 - Graph engineering πŸ•ΈοΈ
75% β†’ 1:34:26 - agents that throttle themselves ⚑
100% β†’ 1:55:05 - full graph for multi-agentic systems πŸ—οΈ

everyone builds one agent and calls it done - this is the full system where agents wire themselves into a graph.

watch the course, build the graph - then read the full architecture below ↓

More: https://telegra.ph/Graph-Engineering-build-1000-agent-loops-in-one-window-from-one-prompt-full-5-step-course-08-02

#GraphEngineering #AI #Agents #Graphs #Tech #Coding

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