01 - Introduction to Generative AI: From GANs to Large Language Models
Introduction: What is Generative AI Generative Artificial Intelligence represents one of the most significant technological revolutions of recent years. Unlike...
Generative AI and Large Language Models
Generative AI: transformer architecture, tokenization, embedding, LLMs, diffusion models, RAG, fine-tuning, RLHF, and AI ethics. From internal workings to production usage.
This series collects 8 articles (approximately 126 minutes of total reading time), designed for a level Advanced. The main topics covered are Generative AI, LLM, transformer, GPT.
8Articles126 minTotal reading timeAdvancedLevel
Generative AILLMtransformerGPTdiffusionRAG
Series Articles
- 1
- 2
02 - How Large Language Models Work: Tokenization, Embeddings, and Generation
Introduction: Demystifying Large Language Models Large Language Models seem magical: you write a question and get a coherent, well-structured, often insightful answer...
- 3
03 - Advanced Prompt Engineering: Techniques to Get the Most from LLMs
Introduction: The Art of Communicating with LLMs Prompt Engineering is the discipline that studies how to formulate effective requests to Large Language Models...
- 4
04 - Fine-Tuning LLMs: LoRA, QLoRA, and PEFT for Model Personalization
04 - Fine-Tuning LLMs: LoRA, QLoRA, and PEFT for Model Personalization: Introduction: When Prompt Engineering Is Not Enough Prompt engineering is powerful but has...
- 5
05 - LLM APIs in Production: OpenAI, Anthropic, and Open Source Models
Introduzione: Dall'Esperimento alla Produzione Usare un LLM nel playground e semplice. Portarlo in produzione e una sfida ingegneristica completamente diversa.
- 6
06 - Image Generation: Stable Diffusion, DALL-E, and Midjourney Under the Hood
Introduzione: Creare Immagini dal Nulla La generazione di immagini e uno dei risultati più spettacolari dell'IA generativa.
- 7
07 - Generative AI for Software Development: Code Generation and AI Assistants
Introduction: AI as Your Development Partner AI assistants for software development have transformed how we write code. Tools like GitHub Copilot, Claude Code...
- 8
08 - Ethics and Safety of Generative AI: Bias, Hallucinations, and Guardrails
Introduction: The Responsibility of Building with AI Generative AI offers extraordinary capabilities, but it carries concrete risks that every developer and builder...
Test your knowledge!
Have you read all the articles? Check how much you've learned by taking this series' quizzes.