Class Exercises 1 | Applied AI Institute

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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

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Class Exercises 1

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