Description
Generative AI and LLMs for Developers: How it Actually Works is a course on the inner workings of generative AI and large language models (LLMs) published by LinkedIn Online Academy. This course is a comprehensive, developer-focused program that explains the inner workings of generative AI and large language models (LLMs) from fundamentals to real-world implementations. Designed for software developers, AI engineers, machine learning specialists, and technical professionals, this course demystifies the technologies behind modern AI systems while providing practical guidance for building AI-powered applications. Participants will learn about transformer architecture, tokenization, embeddings, attention mechanisms, model training and inference, rapid engineering, retrieval-additive generation (RAG), fine-tuning concepts, context windows, AI agent principles, and integration with popular LLM APIs and frameworks.
In this course, instructor Lawrence Moroney shows you how generative AI works, without getting bogged down in heavy math or academic theory. Analyze the basic building blocks of modern AI systems, including tokens, embeddings, attention, transformers, and propagation models. Learn how text and images are generated step by step, from predicting the next token to converting noise into visual content. By the end of this course, you’ll be equipped with a working mental model to reason about how these systems behave, why they make certain mistakes, and how to work with them more effectively.
What you will learn in Generative AI and LLMs for Developers: How it Actually Works:
- Generative AI
- Artificial Intelligence (AI)
- Large Language Models (LLMs)
- Fundamentals of AI
- And …
Course specifications
Publisher: LinkedIn
Instructors: Laurence Moroney
Language: English
Level: Beginner
Number of Lessons:
Duration: 1h 38m
Course topics
Generative AI and LLMs for Developers: How it Actually Works Prerequisites
None
Pictures
Generative AI and LLMs for Developers: How it Actually Works introduction video
Installation guide
After Extract, watch with your favorite Player.
English subtitle
Quality: 720p
Downloadly link
Rapidgator link
File password (s): www.downloadly.ir
Size
248 MB