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Generative AI Essentials

A Comprehensive Introduction

Fractal Analytics

Welcome to this introductory course on Generative AI, designed to empower you with the knowledge to harness this cutting-edge technology. This course offers a deep dive into the core concepts of Generative AI, exploring its ability to create new content from existing data and its significant impact on society and organizational efficiency. Learn the art of interacting with AI through prompts, and discover its diverse applications in everyday life.

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Welcome to this introductory course on Generative AI, designed to empower you with the knowledge to harness this cutting-edge technology. This course offers a deep dive into the core concepts of Generative AI, exploring its ability to create new content from existing data and its significant impact on society and organizational efficiency. Learn the art of interacting with AI through prompts, and discover its diverse applications in everyday life.

Understand how these applications function and the benefits they bring to your daily routine. Moreover, we'll critically evaluate the ethical and responsible use of Generative AI, ensuring its implementation enhances our lives with integrity. Join us on Coursera to explore the full potential of Generative AI and transform your future with innovation and inspiration.

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

By the end of this course, you will be able to By the end of this course, learners will be able to:

1. Analyze the core principles and societal impacts of Generative AI, including its influence on organizational efficiency and its progressive evolution.

2. Apply interactive methods with Generative AI through prompts and **assess** its diverse applications in daily life, along with their operational mechanisms and advantages.

3. Evaluate the ethical considerations and responsible deployment of Generative AI to ensure its beneficial integration into our lives.

There are no requirements or prerequisites. To succeed, all you need to have is a curious and logical mind. No programming skills are needed. You may need to create an account in any of the multimodal Generative AI platforms such as Gemini, Copilot, or GPT plus.

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What's inside

Syllabus

Introduction to Generative AI
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.
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Generative AI in Daily Life
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.
Challenges of Generative AI
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.

Good to know

Know what's good
, what to watch for
, and possible dealbreakers
Taught by Fractal Analytics, who are recognized for their work in Artificial Intelligence
Gives learners an edge in understanding innovation and groundbreaking topics like Generative AI
Explores the artistic side of Generative AI, which helps learners create new content from existing data
Covers the societal impacts of Generative AI, which enhances learners' understanding of its implications
Examines Generative AI applications in daily life, which enables learners to apply their knowledge practically
Requires no prerequisites, making it accessible to all levels

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Activities

Be better prepared before your course. Deepen your understanding during and after it. Supplement your coursework and achieve mastery of the topics covered in Generative AI Essentials: A Comprehensive Introduction with these activities:
Review Generative AI concepts
Before starting the course, it's helpful to refresh your knowledge of the core concepts of Generative AI.
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  • Review your notes from previous courses or textbooks
  • Read articles or blog posts on Generative AI
  • Watch videos or tutorials on Generative AI
Read "Artificial Intelligence: A Modern Approach"
Reading this book will provide you with a strong foundation in the core principles of AI, including Generative AI.
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  • Take notes on the key concepts
  • Read the chapters on Generative AI
  • Complete the exercises at the end of each chapter
Join a study group
Joining a study group will provide you with the opportunity to engage with other students and reinforce your understanding of the course material.
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  • Find a study group that meets your schedule
  • Participate in group discussions and activities
  • Collaborate with other students on assignments
Five other activities
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Attend a workshop on Generative AI
Attending a workshop will provide you with hands-on experience with Generative AI and its applications.
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  • Research and identify relevant workshops
  • Register for a workshop that aligns with your interests
  • Attend the workshop and actively participate
Complete interactive exercises
Completing interactive exercises will help you apply your knowledge of interactive methods with Generative AI and understand its diverse applications in daily life.
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  • Engage with the multimodal Generative AI platforms
  • Use prompts to interact with Generative AI
  • Explore different applications of Generative AI
  • Analyze the results and identify patterns
Summarize key concepts
Creating a summary will help you solidify your understanding of the core concepts and their impact on society and organizational efficiency.
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  • Identify the main ideas from each module
  • Write a brief summary of each main idea
  • Use clear and concise language
  • Organize your summary using headings and subheadings
Develop a case study
Developing a case study will help you critically evaluate the ethical considerations and responsible deployment of Generative AI, ensuring its beneficial integration into our lives.
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  • Identify a specific scenario involving Generative AI
  • Analyze the ethical implications of the scenario
  • Develop strategies for responsible deployment
  • Present your findings in a clear and concise report
Develop a prototype using Generative AI
Developing a prototype will help you apply your knowledge of Generative AI to create a tangible solution.
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  • Identify a problem or opportunity that Generative AI can address
  • Design a prototype solution using Generative AI
  • Implement your prototype
  • Test and evaluate your prototype

Career center

Learners who complete Generative AI Essentials: A Comprehensive Introduction will develop knowledge and skills that may be useful to these careers:

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