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#MIT has made courses in key CS areas publicly available. #Python, #algorithms, #ML, neural networks, #OS, #databases, #mathematics — all can be completed for free directly on #YouTube.
tags: #courses
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🚀 Thrilled to announce my latest strategic pivot into the exciting realm of Functional Programming with Python! 🐍✨
I am proud to share a transformative journey focused on elevating our codebase to new heights of readability and long-term maintainability. By aligning our development priorities with the core pillars of functional programming, we are unlocking a powerful new chapter in our engineering evolution. 💡📈
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I am proud to share a transformative journey focused on elevating our codebase to new heights of readability and long-term maintainability. By aligning our development priorities with the core pillars of functional programming, we are unlocking a powerful new chapter in our engineering evolution. 💡📈
This isn't just about writing code; it's about reimagining our workflow to drive maximum impact and foster a culture of clean, sustainable innovation. Let's embrace this opportunity to optimize our technical stack and empower our team to build the future, one function at a time! 🌟🔧 #FunctionalProgramming #Python #Innovation #GrowthMindset #TechLeadership
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Forwarded from Machine Learning with Python
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🔅 Programming Foundations: Data Structures
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🔰 Level: Beginner
⏰ Duration: 2h 46m
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📝 Learn how to effectively use and implement key data structures through hands-on exercises and real-world examples in Python.
🌐 Author: Kathryn Hodge
🔰 Level: Beginner
⏰ Duration: 2h 46m
📋 Topics: Data Structures, Python
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Forwarded from Data Analytics
🚀 Create an LLM from Scratch!
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Most people use ChatGPT.
But only a few actually understand how it works under the hood. ⚙️
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→ The architecture of Transformer 🏗️
→ The internal structure of GPT
→ Tokenization and BPE 🧩
→ Attention mechanisms 🔍
→ The process of training an LLM 📈
→ Full implementations in Python 🐍
✅ Suitable for:
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• Developers entering the GenAI field
• Anyone who is tired of explaining AI as a "black box" 🕵️
If you really want to understand what lies at the heart of models like ChatGPT, Claude, and Gemini — this material is worth watching. 👀
🔗 Link to the playlist:
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I came across a great find from Vizuara — a series of 43 lectures that truly delivers on its promise: showing how to build a large language model from scratch. 🧠✨
Most people use ChatGPT.
But only a few actually understand how it works under the hood. ⚙️
This playlist step by step breaks down all the key concepts without overloading with complex explanations.
📚 What you will learn:
→ The architecture of Transformer 🏗️
→ The internal structure of GPT
→ Tokenization and BPE 🧩
→ Attention mechanisms 🔍
→ The process of training an LLM 📈
→ Full implementations in Python 🐍
✅ Suitable for:
• ML engineers
• AI enthusiasts
• Developers entering the GenAI field
• Anyone who is tired of explaining AI as a "black box" 🕵️
If you really want to understand what lies at the heart of models like ChatGPT, Claude, and Gemini — this material is worth watching. 👀
🔗 Link to the playlist:
https://www.youtube.com/playlist?list=PLPTV0NXA_ZSgsLAr8YCgCwhPIJNNtexWu
#LLM #AI #MachineLearning #Python #GenAI #DeepLearning
✨ Join Best TG Channels https://xn--r1a.website/addlist/0f6vfFbEMdAwODBk
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I want to learn Python for beginners quickly and without boring theory 🚀🐍
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