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.
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πŸ€–πŸ§  Build a Large Language Model From Scratch: A Step-by-Step Guide to Understanding and Creating LLMs

πŸ—“οΈ 08 Oct 2025
πŸ“š AI News & Trends

In recent years, Large Language Models (LLMs) have revolutionized the world of Artificial Intelligence (AI). From ChatGPT and Claude to Llama and Mistral, these models power the conversational systems, copilots, and generative tools that dominate today’s AI landscape. However, for most developers and learners, the inner workings of these systems remain a mystery until now. ...

#LargeLanguageModels #LLM #ArtificialIntelligence #DeepLearning #MachineLearning #AIGuides
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πŸŽ“ Stanford has released a new course: β€œTransformers & Large Language Models”

The authors are the Amidi brothers, and three free lectures are already available on YouTube. This is probably one of the most systematic introductory courses on modern LLMs.

Course content:

β€’ Transformers: tokenization, embeddings, attention, architecture
β€’ #LLM basics: Mixture of Experts, decoding types
β€’ Training and fine-tuning: SFT, RL, LoRA
β€’ Model evaluation: LLM/VLM-as-a-judge, best practices
β€’ Tricks: RoPE, attention approximations, quantization
β€’ Reasoning: scaling during training and inference
β€’ Agentic approaches: #RAG, tool calling

If you are already familiar with this topic β€” it’s a great opportunity to refresh your knowledge and try implementing some techniques from scratch.

https://cme295.stanford.edu/syllabus/

https://t.iss.one/CodeProgrammer 🌟
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πŸ€–πŸ§  Mastering Large Language Models: Top #1 Complete Guide to Maxime Labonne’s LLM Course

πŸ—“οΈ 22 Oct 2025
πŸ“š AI News & Trends

In the rapidly evolving landscape of artificial intelligence, large language models (LLMs) have become the foundation of modern AI innovation powering tools like ChatGPT, Claude, Gemini and countless enterprise AI applications. However, building, fine-tuning and deploying these models require deep technical understanding and hands-on expertise. To bridge this knowledge gap, Maxime Labonne, a leading AI ...

#LLM #ArtificialIntelligence #MachineLearning #DeepLearning #AIEngineering #LargeLanguageModels
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πŸ€–πŸ§  LangChain: The Ultimate Framework for Building Reliable AI Agents and LLM Applications

πŸ—“οΈ 24 Oct 2025
πŸ“š AI News & Trends

As artificial intelligence continues to transform industries, developers are racing to build smarter, more adaptive applications powered by Large Language Models (LLMs). Yet, one major challenge remains how to make these models interact intelligently with real-world data and external systems in a scalable, reliable way. Enter LangChain, an open-source framework designed to make LLM-powered application ...

#LangChain #AI #LLM #ArtificialIntelligence #OpenSource #AIAgents
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This combination is perhaps as low as we can get to explain how the Transformer works

#Transformers #LLM #AI

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