Master Class: Integrating OpenAI ChatGPT with Microsoft Services Deep Dive (OAICGPTWS)

 

Course Overview

Our five-day hands-on workshop teaches you how to leverage and combine ChatGPT with multiple Microsoft services. The course combines valuable product insights with highly interactive hands-on labs empowering learners on all distinct services with the ultimate goal of building their own cross-service mini-AI application and realize the true value of the OpenAI & Microsoft product combinations.

Course Content

  • Introduction to OpenAI, GPT-3.5/4 and ChatGPT
  • Understanding the architecture and functioning of ChatGPT
  • ChatGPT Capabilities and Limitations
  • How to access and use ChatGPT
  • Discover what else you can do with ChatGPT
  • Introduction to PowerApps
  • Microsoft Dataverse
  • Power Automate Overview
  • Introduction to PowerBI
  • Introduction to Power Virtual Agents
  • Working with OpenAI API
  • Connecting OpenAI API with Power Platforms using the Microsoft Connector
  • OpenAI API Integration
  • Python Application with OpenAI SDK
  • Website .Net Core integration with OpenAI SDK
  • Website .Net C# Core integration with OpenAI SDK

Who should attend

This course is for who wants to benefit from learning more about the capabilities and how to interact with ChatGPT:

  • Developers and programmers interested in integrating natural language processing (NLP) into their applications or building chatbots and virtual assistants.
  • Researchers in the fields of machine learning, natural language processing, and artificial intelligence who want to study and experiment with language models.
  • Business professionals seeking to leverage AI technology to improve customer service, enhance marketing efforts, or automate repetitive tasks.
  • Anyone interested in exploring the capabilities of AI and learning how to interact with a chatbot or virtual assistant.
  • Students and educators looking to study or teach NLP and AI-related courses.

Outline: Master Class: Integrating OpenAI ChatGPT with Microsoft Services Deep Dive (OAICGPTWS)

Day 1: ChatGPT Fundamentals

Module 1: Introduction to OpenAI, GPT-3.5/4 and ChatGPT
  • What is OpenAI?
  • What is GPT-3.5/4?
  • What is ChatGPT and how it was launched?
Module 2: Understanding the architecture and functioning of ChatGPT
  • The structure of ChatGPT
  • ChatGPT pricing
  • Other Models
  • ChatGPT vs GPT-3.5/4
Module 3: ChatGPT Capabilities and Limitations
  • Capabilities of ChatGPT
  • Limitations of ChatGPT
Module 4: How to access and use ChatGPT
  • How to access ChatGPT
  • How to use ChatGPT
  • Example prompts.
  • Tips and Tricks
Module 5: Discover what else you can do with ChatGPT
  • How to make money using ChatGPT
  • ChatGPT API integrations
Labs
  • Lab 1: Getting Familiar with ChatGPT

Day 2: What are PowerApps and Power Automate

Module 1: Introduction to PowerApps
  • What is PowerApps and what can it do for you?
  • What is Canvas App
  • What is a Model Driven App
  • Security and Administration in PowerApps
Module 2: Microsoft Dataverse
  • Introduction to Microsoft Dataverse
  • Microsoft Dataverse Benefits
  • Relational Databases and Relationships
Module 3: Power Automate Overview
  • Introduction to Power Automate
  • Benefits of Power Automate
  • What can we do with Power Automate
  • Power Automate Flows types
  • Key concepts
  • Efficient Scale Automation
  • Example: A purchase order approval
Labs
  • Lab 1: Getting Started with PowerApps
  • Lab 2: Getting Started with Dataverse
  • Lab 3: Getting Started with Power Automate

Day 3: What are PowerBI and Power Virtual Agents

Module 1: Introduction to PowerBI
  • What is PowerBI?
  • Gathering Data
  • PowerBI Components
  • The PowerBI building blocks
  • Getting started with PowerBI
  • Consuming PowerBI in Power Platform
Module 2: Introduction to Power Virtual Agents
  • What is Power Virtual Agents
  • What can Power Virtual Agents do for you?
  • The components of Power Virtual Agents
  • Power Virtual Agents AI Capabilities
  • Bot Authoring advanced AI features
  • Topic Conversation Path Design
  • Bot Testing and Publishing
Labs
  • Lab 1: Getting started with PowerBI
  • Lab 2: Getting started with Power Virtual Agent

Day 4: Integration of GPT-3.5/4 with Power Platforms

Module 1: Working with OpenAI API
  • What is an API and how does it work?
  • OpenAI API functionality
  • Integrating OpenAI API with Power Platforms
Module 2: Connecting OpenAI API with Power Platforms using the Microsoft Connector
  • Microsoft’s OpenAI connector
  • Integrating PowerApps with GPT-3.5/4
  • Integrating PowerBI with GPT-3.5/4
  • Integrating Power Automate with GPT-3.5/4
  • Integrating Power Virtual Agent with GPT-3.5/4
  • Advantages and Case Scenarios
Labs
  • Lab 1: Integrating OpenAI API with Power Platforms

Day 5: Development with OpenAI SDK

Module 1: OpenAI API Integration
  • Where can we integrate OpenAI API?
  • API vs SDK
  • OpenAI API General how-to steps
Module 2: Python Application with OpenAI SDK
  • Python SDK Basics
  • Creating a python application
  • Upgrading our python application
Module 3: Website .Net Core integration with OpenAI SDK
  • Understanding the architecture of .Net core
  • Adding OpenAI SDK to .Net core
  • Fine tuning
Module 4: Website .Net C# Core integration with OpenAI SDK
  • C# and .NET Core Basics
  • Creating a website with AI functionality
  • Image generation with DALL-E
Labs
  • Lab 1: Creating a Python AI Application
  • Lab 2: Creating an AI website

Prices & Delivery methods

Online Training

Duration
5 days

Price
  • US$ 5,500
Classroom Training

Duration
5 days

Price
  • United States: US$ 5,500

Click on town name or "Online Training" to book Schedule

This is an Instructor-Led Classroom course
Instructor-led Online Training:   This is an Instructor-Led Online (ILO) course. These sessions are conducted via WebEx in a VoIP environment and require an Internet Connection and headset with microphone connected to your computer or laptop.

Europe

Germany

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Online Training Time zone: Europe/Berlin Course language: English Enroll
Online Training Time zone: Europe/Berlin Enroll
Online Training Time zone: Europe/Berlin Course language: French Enroll
Online Training Time zone: Europe/Berlin Course language: English Enroll
Online Training Time zone: Europe/Berlin Enroll
Online Training Time zone: Europe/Berlin Enroll
Online Training Time zone: Europe/Berlin Course language: English Enroll
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France

Online Training Time zone: Europe/Paris Enroll

Latvia

Online Training Time zone: Europe/Riga Course language: English Enroll