Azure OpenAI in .NET

سرفصل های دوره

Explore the world of Azure OpenAI through the lens of a .NET developer. Join Robert Eichenseer—a senior services engineer at Microsoft—as he provides an overview of Azure OpenAI, demonstrating how to enrich existing application functionality with AI or use it to create brand-new .NET projects. Throughout the course, Robert includes hands-on challenges and demos that lend a real-world context to each lesson.

01 - Introduction

01 - Modern AI projects in .NET

02 - 1. Azure Cognitive Services and Recap

01 - Introduction to Azure OpenAI

02 - Software engineering vs. machine learning

03 - OpenAI models

04 - LLM

05 - AI-infused applications

06 - Cognitive services

07 - Bicep deployment

08 - Azure OpenAI Studio

09 - Challenge Azure Cognitive Services

10 - Solution Azure Cognitive Services

03 - 2. Azure OpenAI for .NET Developer

01 - Integrate OpenAI models into your applications

02 - Chat completion with REST calls

03 - Chat completion with Azure OpenAI SDK

04 - Challenge REST and SDK

05 - Solution REST and SDK

04 - 3. Embeddings and Vector DBs

01 - Embeddings and vectors demystified

02 - Usage of embeddings

03 - Creation embeddings and calculate distance

04 - Demo Embeddings and search

05 - Challenge

06 - Solution

05 - 4. Microsoft Semantic Kernel

01 - Semantic Kernel

02 - Semantic Kernel Plugin

03 - Demo Kernel plugin

04 - Semantic Kernel Functions

05 - Executing functions

06 - Semantic Kernel Memories

07 - Demo Kernel memories

08 - Semantic Kernel Planner

09 - Demo Planner

10 - Challenge

11 - Solution

06 - 5. Good to Know

01 - Wrapping up

02 - Billing

03 - Model fine-tuning

04 - GPT on custom data

05 - Challenge

06 - Solution

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تولید کننده: LinkedIn Learning (Lynda)