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Udemy

Azure AI Foundry (AI Hub) : Prompt Flow, LLMOps & RAG

via Udemy

Overview

Unlock Azure AI Studio Full Potential: Dive into Prompt Flow, Content Safety, Evaluation, LLMOps, and RAG Techniques

What you'll learn:
  • Learn about Azure AI Studio
  • Learn to integrate Prompt Flows into AI applications
  • Learn about RAG (Retrieval Augmented Generation)
  • Learn to evaluate Gen AI applications
  • Build Responsible AI applications

Welcome to "Master Azure AI Studio: Prompt Flow, LLMOps & RAG"!

Are you ready to unlock the full potential of Azure AI Studio? This comprehensive course is designed to equip you with the skills and knowledge needed to harness the power of Azure AI Studio's advanced features.

What You'll Learn:

  • Prompt Flow: Master the art of designing and optimizing prompt flows for seamless AI interactions.

  • Content Safety: Ensure your AI solutions adhere to the highest standards of safety and compliance.

  • Evaluation: Learn effective techniques for evaluating AI models to achieve optimal performance.

  • LLMOps: Dive into the operations and management of large language models, streamlining your AI workflows.

  • RAG (Retrieval-Augmented Generation): Enhance your AI applications with cutting-edge retrieval and generation techniques.

Why This Course?

  • Expert Guidance: Learn from an experienced instructor with hands-on expertise in Azure AI Studio.

  • Practical Skills: Gain practical skills through real-world examples and hands-on exercises.

  • Comprehensive Coverage: Covering all key aspects, from basic concepts to advanced techniques.

By the end of this course, you'll be well-equipped to leverage Azure AI Studio for building robust, efficient, and safe AI solutions. Whether you're a developer, data scientist, or AI enthusiast, this course will provide you with the tools and insights needed to excel in the field of AI.

Join us on this exciting journey and become an expert in Azure AI Studio today!

Syllabus

  • Introduction
  • Important Concepts
  • Prompt Engineering
  • Exploring Azure AI Studio
  • AI Studio Prompt Flow
  • Using Your Own Data
  • "Function Calling" Integration with Prompt Flow
  • Building Multi-Modal Gen AI Applications
  • Using AI Studio For Evaluation
  • Exploring Content Safety In AI Studio
  • Working With Prompt Flow SDK in VSCode
  • Prompt Flow For LLMops (Code First Development And Cloud Deployment)
  • Azure AI Content Understanding - Multi Modal RAG
  • Capstone Project 1: Wikipedia ChatBot Prompt-Flow with Azure Container Instance

Taught by

Kuljot Singh Bakshi

Reviews

4.5 rating at Udemy based on 457 ratings

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