ChatGPT: Build, Integrate & Deploy AI Apps

位教师：EDUCBA

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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.

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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

8个视频总计50分钟

Introduction to Course 2分钟
How to use ChatGPT 13分钟
What is OpenAI and ChatGPT 4分钟
GPT3 Models 4分钟
GPT3 Davinchi 8分钟
Prompt Optimization 8分钟
Tokens 6分钟
Temperature 4分钟

3个作业总计50分钟

Getting Started with ChatGPT 10分钟
Exploring GPT Models & Prompting 10分钟
Foundations of ChatGPT & AI 30分钟

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

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

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

涵盖的内容

12个视频4个作业

12个视频总计67分钟

Bubble Application Creation 6分钟
Connect ChatGPT API to Bubble 11分钟
Modify Prompt Dynamically 4分钟
Introduction to MealPlan Application 2分钟
Front-end Setup 7分钟
Create Second Page 3分钟
Create Workflow to Enable ChatGPT 4分钟
Link Pages Together 9分钟
Add More Specific Input and Test Application 4分钟
Screen Creation 8分钟
Link API and Create Workflow and Test 8分钟
Conclusion 2分钟

4个作业总计60分钟

No-Code Integration with Bubble 10分钟
MealPlan Application Development 10分钟
Final App Building & Wrap-Up 10分钟
Advanced Applications & Projects 30分钟

位教师

EDUCBA

1,050 门课程 244,857 名学生

提供方

EDUCBA

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