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Quiz: Introduction to Generative AI

OpenAI and ChatGPT—Beyond the Market Hype

10 Lessons

Examine OpenAI's history, GPT advancements, and ChatGPT's conversational capabilities and applications.

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

Find out about setting up ChatGPT, navigating its UI, and managing chat threads efficiently.

Setting Up a ChatGPT Account

Getting Familiar with the User Interface (UI)

Organizing Chats

Quiz: Getting Familiar with ChatGPT

Understanding Prompt Design

6 Lessons

Take a closer look at effective prompt design, learning techniques, and ethical practices in AI.

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

Implement ChatGPT to enhance productivity in daily tasks, content creation, and information retrieval.

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

Build on ChatGPT’s features for coding, documentation, ML model interpretability, and language translation.

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

Learn how to use ChatGPT to enhance marketing strategies, from SEO to personalized content.

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

Grasp the fundamentals of using ChatGPT to streamline research tasks and enhance productivity.

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

Go hands-on with Azure OpenAI to leverage scalable, ethical AI for enterprise applications.

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

Apply your skills to utilize Azure OpenAI for various enterprise applications and efficiency improvements.

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

Take a closer look at generative AI's evolution, impact, ethical concerns, and future potential.

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

Simplify complex topics and gather necessary GitHub repository for course prompts.

Code Prerequisites

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