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

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.

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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