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Choose from online video courses with new additions published every month.

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Microsoft Azure DevOps Certification (AZ-400) Practice Exam
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Generative AI

Introduction to LLMs
LLM Tokenization and Embeddings Basics
Model Architecture and Mechanisms
Text Processing and Generation
Retrieval-Augmented Generation (RAG) & Semantic Search
Fine-Tuning LLMs
Evaluating Generative Models

AI Agents

AI Agents Understanding
LLM Models
Multi-Agent Systems and Coordination
Agents with Actions and Semantic Kernel
Building Autonomous Assistants
Assembling an Agent Platform
RAG with Agent memory
Agent Planning and Reasoning

AI Engineering

Getting Started
Core AI Concepts
Understanding Foundational Models
Using Foundational Models
Understanding Transformer Models
Transformers in AI Applications
Basics of Finetuning
Advanced Fine-Tuning
Basics of Vector Databases
Vector Search
Fundamentals of RAG
RAG Techniques
Introduction to LangChain
Advanced Langchain

Prompt Engineering

Getting Started
Understanding LLMs
Effective Prompting
Structured Techniques
Prompt Optimization
Use Cases
Prompting Strategies
API Integration
Prompt Engineering Future

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