ChatGPT: Build, Integrate & Deploy AI Apps

位教师：EDUCBA

访问权限由 New York State Department of Labor 提供

4个模块

深入了解一个主题并学习基础知识。

9 小时完成

灵活的计划

自行安排学习进度

4个模块

深入了解一个主题并学习基础知识。

9 小时完成

灵活的计划

自行安排学习进度

您将学到什么

Set up ChatGPT with Python & deploy serverless functions on Azure.
Integrate OpenAI with Power Automate, Teams, Power Apps & Bubble.
Build real-world AI apps like MealPlan & Finance assistants.

您将获得的技能

要了解的详细信息

可分享的证书

添加到您的领英档案

作业

14 项作业

授课语言：英语（English）

了解顶级公司的员工如何掌握热门技能

了解关于 Coursera for Business 的更多信息

Petrobras, TATA, Danone, Capgemini, P&G 和 L'Oreal 的徽标

该课程共有4个模块

By the end of this course, learners will be able to set up ChatGPT environments, integrate the OpenAI API with Python, deploy serverless functions on Azure, and create AI-powered applications using Microsoft Power Automate, Teams, Power Apps, and Bubble.io. They will also design real-world projects such as a MealPlan generator and a Personal Finance assistant.

This course provides a step-by-step, hands-on approach that combines coding, automation, and no-code platforms, making it accessible for both beginners and professionals. Learners will benefit from mastering prompt engineering, understanding GPT models, and building practical workflows that bring ChatGPT into real business and personal applications. What makes this course unique is its comprehensive coverage of both low-code/no-code integration and serverless cloud deployment, enabling learners to not only understand the theory but also implement real-world solutions. Whether you are a developer, data enthusiast, or business professional, this course equips you with the skills to transform ChatGPT into powerful, scalable, and customizable applications.

This module introduces learners to the world of ChatGPT and OpenAI, exploring how generative AI works, the evolution of GPT models, and the fundamentals of prompts, tokens, and temperature. Learners will build a strong conceptual foundation to effectively understand and use ChatGPT.

涵盖的内容

8个视频3个作业

This module guides learners through the setup of development environments, including installing Python, configuring Visual Studio Code, and creating essential accounts like OpenAI, Azure, and Microsoft 365. Learners will also practice connecting Python scripts to the OpenAI API.

涵盖的内容

12个视频3个作业

12个视频总计69分钟

Introduction to Setting up Enviornment 1分钟
OpenAI API Account 6分钟
Azure Account 8分钟
Azure Function Resource 6分钟
Python Installation 3分钟
Installing Visual Studio Code 5分钟
Configuring Visual Studio 6分钟
Run Python and PIP 4分钟
Microsoft 365 Account Creation 5分钟
Use Python to Access OpenAI API 9分钟
Use Python to Access OpenAI API Continued 10分钟
Manage Response of ChatGPT 6分钟

3个作业总计50分钟

Environment & API Setup 30分钟
Preparing the Development Environment 10分钟
Connecting Python with OpenAI 10分钟

This module focuses on deploying ChatGPT through Azure Functions and extending its capabilities with Microsoft Power Automate, Teams, and Power Apps. Learners will develop serverless functions, automate workflows, and integrate ChatGPT into collaborative platforms.

涵盖的内容

13个视频4个作业

13个视频总计91分钟

Creating Azure Function 6分钟
Test and Deploy Azure Function 12分钟
Test Function Using Postman 4分钟
Integrate ChatGPT OpenAI with Azure Function 10分钟
Test Locally 6分钟
Deploy OpenAI ChatGPT to Azure Function 6分钟
Create Power Automate Flow 5分钟
Add OpenAI ChatGPT to HTTP Request 8分钟
Creation of Teams Chatbot using OpenAI ChatGPT 10分钟
Test and Publish 6分钟
Basic Power App Creation 7分钟
Add ChatGPT OpenAI to your Power App 5分钟
Run the Power App 7分钟

4个作业总计60分钟

Azure Integration & Automation 30分钟
Building and Deploying Azure Functions 10分钟
Power Automate and Teams Integration 10分钟
Enhancing with Power Apps 10分钟

This module demonstrates advanced real-world applications by integrating ChatGPT with no-code platforms like Bubble and building complete projects such as a MealPlan app and a Personal Finance assistant. Learners will practice creating dynamic workflows and end-to-end AI-powered applications.