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Generative AI Essentials: A Comprehensive Introduction

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Generative AI Essentials: A Comprehensive Introduction

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Gain insight into a topic and learn the fundamentals.
4.2

55 reviews

Beginner level

Recommended experience

1 week to complete
at 10 hours a week
Flexible schedule
Learn at your own pace

Gain insight into a topic and learn the fundamentals.
4.2

55 reviews

Beginner level

Recommended experience

1 week to complete
at 10 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • The foundational principles and real-world impact of Generative AI.

  • How to interact with AI using effective prompts.

  • Practical applications of Generative AI in daily life and work.

  • Ethical and responsible use of AI technologies.

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Assessments

8 assignments

Taught in English

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  • Gain a foundational understanding of a subject or tool
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There are 3 modules in this course

Unlock the future with Generative AI! This beginner-friendly course empowers you to understand, interact with, and ethically apply Generative AI in real-world scenarios. Dive deep into the core concepts, discover how AI creates new content, and explore its transformative impact on society and organizations. Learn prompt engineering, practical applications, and responsible AI useβ€”no programming experience required. Start your journey on Coursera and gain the skills to innovate with confidence.

This course is your gateway to becoming proficient in the world of AI, making it an essential addition to your learning journey.

Module 1 Serves as an introduction to Generative AI. The module is designed to take you on a journey through the world of Generative AI with our module designed for you. Grasp the core principles of this groundbreaking technology, understand its profound societal and organizational impacts, and track its evolution. This module simplifies complex concepts, making them accessible to everyone. Join us to comprehend and harness the power of Generative AI for a progressive future.

What's included

10 videos10 readings3 assignments2 discussion prompts

10 videosβ€’Total 47 minutes
  • What is GenAI?β€’5 minutes
  • GenAI Today & Tomorrowβ€’3 minutes
  • The Journey of Gen AIβ€’5 minutes
  • Design and Engineeringβ€’5 minutes
  • The Humanwareβ€’4 minutes
  • How does GenAI workβ€’3 minutes
  • How does AI learnβ€’6 minutes
  • Generative AI Modelsβ€’5 minutes
  • LLM-Opsβ€’5 minutes
  • Inside the brain of GPTβ€’6 minutes
10 readingsβ€’Total 114 minutes
  • Welcome to the Courseβ€’2 minutes
  • Course Syllabusβ€’5 minutes
  • Disclaimerβ€’2 minutes
  • The Evolution of Generative AIβ€’10 minutes
  • Limitations of GenAI - Current Stateβ€’15 minutes
  • The Inflection Pointβ€’10 minutes
  • Some core conceptsβ€’30 minutes
  • Data Architecture, Performance & GenAIβ€’15 minutes
  • Glossary: Common Generative AI Termsβ€’15 minutes
  • Difference between A Search Engine and GPTβ€’10 minutes
3 assignmentsβ€’Total 35 minutes
  • Generative AI - an Introduction β€’10 minutes
  • How does GenAI Workβ€’10 minutes
  • Introduction to GenAIβ€’15 minutes
2 discussion promptsβ€’Total 20 minutes
  • Demystifying Generative AI - What Does it Mean to You?β€’10 minutes
  • Generative AI and Youβ€’10 minutes

Module 2 helps you dive into the interactive world of Generative AI with our module tailored for you. Learn to engage with AI through prompts, discover its everyday applications, and understand the workings and advantages of these applications. This module demystifies AI, making it approachable and beneficial for all. Join us to unlock the potential of Generative AI in your daily life.

What's included

15 videos10 readings3 assignments2 discussion prompts4 ungraded labs

15 videosβ€’Total 70 minutes
  • What is a prompt?β€’4 minutes
  • Prompting GPTsβ€’2 minutes
  • One Shot Promptβ€’5 minutes
  • Chain of Thought Promptsβ€’5 minutes
  • Role playing in prompt designβ€’3 minutes
  • Refining Promptsβ€’3 minutes
  • AI is already in your daily lifeβ€’6 minutes
  • Creating Content with Generative AIβ€’7 minutes
  • Writing emails with Generative AIβ€’4 minutes
  • Creating Media with Generative AIβ€’6 minutes
  • Let's Create Some Greetings Cardβ€’3 minutes
  • Generative AI - Your Thought Partnerβ€’4 minutes
  • Generate Code - Quickly and Efficientlyβ€’7 minutes
  • Debugging codes with Gen AIβ€’7 minutes
  • Gen AI and Code Refactoringβ€’6 minutes
10 readingsβ€’Total 118 minutes
  • Practice Promptingβ€’10 minutes
  • The Art of Askingβ€’5 minutes
  • Suggested Reading: Economic Impact of GenAIβ€’30 minutes
  • The Future with AIβ€’10 minutes
  • Hands on Activity: Visualizing Ideasβ€’10 minutes
  • Can GenAI be trusted with generated code?β€’8 minutes
  • Efficiency and AIβ€’10 minutes
  • Marketing with Generative AIβ€’10 minutes
  • Staying Relevant in the Generative AI Landscapeβ€’10 minutes
  • The Future of Work With GenAIβ€’15 minutes
3 assignmentsβ€’Total 30 minutes
  • Prompting Fundamentalsβ€’10 minutes
  • Generative AI in Daily Lifeβ€’10 minutes
  • Generative AI in Daily Lifeβ€’10 minutes
2 discussion promptsβ€’Total 20 minutes
  • Thoughts about Promptingβ€’10 minutes
  • Generative AI: Friend or Foe? The Impact on Our Lives and Jobsβ€’10 minutes
4 ungraded labsβ€’Total 105 minutes
  • One shot Promptβ€’15 minutes
  • Some More Promptingβ€’15 minutes
  • Thought Partnerβ€’30 minutes
  • Your Code Companionβ€’45 minutes

Module 3 is designed for you to explore the ethical dimensions of Generative AI in our focused module, suitable for all audiences. Delve into the responsible use of this technology, evaluating its implementation with a critical eye on ethics. Gain insights into the importance of integrity in AI development and usage. This module empowers you with the knowledge to ensure that Generative AI serves the greater good.

What's included

7 videos12 readings2 assignments

7 videosβ€’Total 32 minutes
  • Is AI taking over?β€’5 minutes
  • Biases & Generative AIβ€’5 minutes
  • Generative AI & the challenges they bringβ€’5 minutes
  • Principles of Responsible AI in the Generative AI Eraβ€’6 minutes
  • Ethics in the Age of AI - The Challengesβ€’4 minutes
  • AI & RAI Across Industriesβ€’5 minutes
  • A day in the life of a Data Scientistβ€’2 minutes
12 readingsβ€’Total 142 minutes
  • YouTube Video: AI Is Dangerous, but Not for the Reasons You Thinkβ€’10 minutes
  • The necessary intersection of Generative AI, Responsible AI & Emotionsβ€’15 minutes
  • The Need for Regulating AIβ€’15 minutes
  • The Need for a Diverse AI Teamβ€’15 minutes
  • Recommended Readingβ€’30 minutes
  • Congratulationsβ€’5 minutes
  • Acknowledgmentsβ€’2 minutes
  • The Importance of Diversity in Artificial Intelligence: Violet Turriβ€’10 minutes
  • How AI Could Save (Not Destroy) Education | Sal Khan | TEDβ€’10 minutes
  • The Current State of Generative AIβ€’10 minutes
  • Andrew Ng on AI's Potential Effect on the Labor Force | WSJβ€’10 minutes
  • Towards a Greener Tomorrowβ€’10 minutes
2 assignmentsβ€’Total 30 minutes
  • The GenAI problemβ€’10 minutes
  • Responsible & Ethical AIβ€’20 minutes

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Instructor

Instructor ratings
4.1 (19 ratings)
Fractal Analytics
23 Coursesβ€’136,400 learners

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PD
Β·

Reviewed on Nov 2, 2024

An excellent introduction to Generative AI, with a comprehensive selection of recommended reading.

M
Β·

Reviewed on Jul 7, 2025

Very well built course with right mix of practical tasks and theory/video presentation

NS
Β·

Reviewed on Oct 13, 2025

Decent introduction and consideration of all aspects of GenAI. It does leave the ethical concerns, especially environmental impact and intellectual property infringement as more of an afterthought.

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