Artificial intelligence
Large Language Models (LLMs)
This course provides an in-depth understanding of Large Language Models (LLMs), teaching learners how modern foundation models work and how to build scalable AI applications using today's leading LLM technologies and frameworks.
Course Overview
This course provides an in-depth understanding of Large Language Models (LLMs), teaching learners how modern foundation models work and how to build scalable AI applications using today's leading LLM technologies and frameworks.
Our Large Language Models (LLMs) program is meticulously structured to transform you from a novice to an industry-ready professional. With a heavy emphasis on practical projects and peer-to-peer learning, you'll gain the confidence to apply your skills in real-world scenarios.
What You'll Learn
Understand LLM architectures
Build LLM-powered applications
Implement prompt engineering techniques
Develop Retrieval-Augmented Generation (RAG) systems
Fine-tune and deploy language models
Course Curriculum
01Introduction to Large Language Models
02Transformer Architecture
03Tokenization Techniques
04Embeddings
05Prompt Engineering
06Context Management
07Retrieval-Augmented Generation (RAG)
08Fine-Tuning Techniques
09Model Quantization
10LLM Evaluation
11LangChain Framework
12Vector Databases
13AI Agents with LLMs
14LLM Deployment
15Responsible AI
16Large Language Model Projects
Certificate
Yes