Autoplay
Autocomplete
Previous Lesson
Complete and Continue
Improve accuracy of LLM models using TAG and RAG
Introduction
Primer (2:05)
Course Overview (5:25)
Course Outline (4:53)
Sandbox (2:22)
Instructors Bios (5:04)
Quizzes
What is AI or Generative AI
Introduction to AI (14:40)
LLM Landscape (10:40)
Quizzes
LLM and Prompt Engineering
LLM and Prompt Engineering (15:23)
Class Exercises 1 (4:19)
Class Exercises 2 (5:45)
Quizzes
LLM and Taxonomy Augmented Generation (TAG)
Taxonomy Overview (8:21)
LLM and Unsupervised Classification (4:23)
LLM and Supervised Classifications (7:00)
Class Exercises (7:56)
Quizzes
LLM and Regenerative Augmented Generation (RAG)
RAG Techniques (17:29)
RAG with Vector DB (14:07)
Class Exercises (6:48)
Quizzes
LLM with TAG and RAG
Class Exercises 1 (9:35)
Class Exercises 2 (5:46)
Quizzes
LLM - Testing and Evaluation
Testing (10:41)
Evaluate Model (8:26)
Class Exercises (14:27)
Quizzes
Summary
Course Summary (11:41)
Next Step - AAII Course Series (4:43)
Quizzes
Teach online with
Quizzes
Lesson content locked
If you're already enrolled,
you'll need to login
.
Enroll in Course to Unlock