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ChatGPT: Build, Integrate & Deploy AI Apps

EDUCBA via Coursera

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Details

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Provider

Coursera
Pricing

Paid Course
Languages

English
Certificate

Certificate Available
Effort

4 weeks, 2 hours a week
Sessions

Self-Paced
Level

Beginner
Subtitles

English, Arabic, German, Korean, Portuguese, Japanese, Italian, Indonesian, French, Hungarian, Spanish

Found in

Part of

AI Chatbots with ChatGPT, Dialogflow & Watson

Overview

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Turn ChatGPT into practical AI-powered applications through a hands-on course that combines coding, automation, no-code development, and serverless cloud deployment. You’ll begin with the foundations of ChatGPT and OpenAI, including generative AI, GPT models, prompts, tokens, temperature, and prompt optimization. You’ll then set up Python and Visual Studio Code, create the required OpenAI, Azure, and Microsoft 365 accounts, and connect Python scripts to the OpenAI API. As you progress, you’ll build and deploy Azure Functions for serverless ChatGPT APIs, automate workflows with Microsoft Power Automate, integrate a ChatGPT chatbot into Microsoft Teams, and connect intelligent solutions through Power Apps. You’ll also use Bubble.io to create AI-powered applications without coding and complete real-world projects, including a personalized weekly MealPlan generator and a Personal Finance assistant. Designed for beginners and professionals—including developers, data enthusiasts, and business professionals—this course gives you step-by-step practice in building customizable ChatGPT workflows for business and personal use. Its distinctive blend of Python, low-code/no-code platforms, Microsoft tools, and Azure deployment helps you move from core concepts to complete, working AI applications.

Syllabus

Foundations of ChatGPT & AI
- 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.
Environment & API Setup
- 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.
Azure Integration & Automation
- 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.
Advanced Applications & Projects
- 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.