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Quiz: Introduction to Generative AI

OpenAI and ChatGPT—Beyond the Market Hype

10 Lessons

What Is OpenAI?

Using OpenAI APIs

Road to ChatGPT: The Math of the Model Behind It

Overcoming Limitations: Introducing Transformers

The Last Mile: Decoding Results

ChatGPT: The State of the Art

Quiz: OpenAI and ChatGPT—Beyond the Market Hype

Exercise: Content Moderation Using OpenAI

Solution: Content Moderation Using OpenAI

Getting Familiar with ChatGPT

5 Lessons

Setting Up a ChatGPT Account

Getting Familiar with the User Interface (UI)

Organizing Chats

Quiz: Getting Familiar with ChatGPT

Understanding Prompt Design

6 Lessons

What Is a Prompt and Why Is It Important?

Zero, One, and Few-Shot Learning: Typical of Transformers Mode

Principles of Well-Defined Prompts

Mitigating Bias and Prioritizing Ethics in ChatGPT

Quiz: Understanding Prompt Design

Boosting Day-to-Day Productivity with ChatGPT

6 Lessons

ChatGPT as a Daily Assistant

Generating Text

Improving Writing Skills and Translation

Quick Information Retrieval and Competitive Intelligence

Quiz: Boosting Day-to-Day Productivity with ChatGPT

Developing the Future with ChatGPT

9 Lessons

How Does ChatGPT Help Developers?

Generating, Optimizing, and Debugging Code

Generating Documentation and Code Explainability

Understanding Machine Learning (ML) Model Interpretability

Translation among Different Programming Languages

Quiz: Developing the Future with ChatGPT

Exercise: Script Explanation with OpenAI

Solution: Script Explanation with OpenAI

Mastering Marketing with ChatGPT

7 Lessons

Marketers’ Need for ChatGPT

New Product Development and the Go-to-Market Strategy

A/B Testing for Marketing Comparison

Boosting Search Engine Optimization (SEO)

Sentiment Analysis to Improve Quality and Customer Satisfaction

Quiz: Mastering Marketing with ChatGPT

Research Reinvented with ChatGPT

7 Lessons

Researchers’ Need for ChatGPT

Brainstorming Literature for Your Study

Providing Support for the Design and Framework of Your Experiment

Generating and Formatting a Bibliography

Generating a Presentation of the Study

Quiz: Research Reinvented with ChatGPT

10.

OpenAI and ChatGPT for Enterprises—Introducing Azure OpenAI

4 Lessons

OpenAI and Microsoft for Enterprise-Level AI: Introducing Azure

Why Introduce a Public Cloud?

Quiz: OpenAI and ChatGPT for Enterprises—Introducing Azure OpenAI

11.

Trending Use Cases for Enterprises

9 Lessons

How Azure OpenAI Is Used in Enterprises

Contract Analyzer and Generator

Frontend with Streamlit

Understanding Call Center Analytics

Exploring Semantic Search

Exercise: Vacation Planner Using Artificial Intelligence

Solution: Vacation Planner Using Artificial Intelligence

12.

Epilogue and Final Thoughts

6 Lessons

Looking Back

This Is Just the Beginning

Microsoft Bing and the Copilot System

The Impact of Generative Technologies on Industries

Ethical Implications of Generative AI

Final Thoughts

13.

Appendix

1 Lessons

Code Prerequisites

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