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Generative AI Fundamentals

Generative AI is revolutionizing our lives. This specialization provides a comprehensive understanding of the fundamental concepts, models, tools, and applications of generative AI to enable you to leverage the potential of generative AI toward a better workplace, career, and life. The specialization consists of five short, self-paced courses, each requiring 3–5 hours to complete. Understand powerful prompt engineering techniques and learn how to write effective prompts to produce desired outcomes using generative AI tools. Learn about the building blocks and foundation models of generative AI, such as the GPT, DALL-E, and IBM Granite models. Gain an understanding of the ethical implications, considerations, and issues of generative AI. Listen to experts share insights and tips for being successful with generative AI. Learn to leverage Generative AI to boost your career and become more productive. Practice what you learn using hands-on labs and projects, which are suitable for everyone and can be completed using a web browser. These labs will give you an opportunity to explore the use cases of generative AI through popular tools and platforms like IBM watsonx.ai, OpenAI ChatGPT, Stable Diffusion, and Hugging Face. This specialization is for anyone passionate about discovering the power of generative AI and requires no prior technical knowledge or a background in AI. It will benefit professionals from all walks of life.

Status: Generative Model Architectures
Status: Business Leadership
BeginnerSpecialization

Top reviews across Generative AI Fundamentals

SO

Reviewed Mar 3, 2024

A good introduction to the capabilities of generative AI, I recommend this to anyone that is curious or interested in the subject of generative AI and its real world applications

HD

Reviewed Jul 24, 2025

This course was an eye-opening introduction into the power of prompt engineering and how strategic inputs can drive more accurate, creative, and relevant responses from generative AI models.

NP

Reviewed Apr 9, 2024

A very good course but very difficult to cover as much ground in a few hours. For example, I could easily this course spread over 10 hours might be more effective.

AS

Reviewed May 22, 2025

Good course with insights knowledge on ethics and impact of using AI

HR

Reviewed Sep 19, 2024

Content is very good. But, the Module 2 was very long. Can be split into two. Narration as usual is too fast. Cannot assimilate or remember the contents.

TT

Reviewed Jul 28, 2024

This was such an amazing course. This course changed everything I knew about the AI. After this course my knowledge with regards to AI and it capabilities changed significantly.

NB

Reviewed Feb 27, 2025

Excellent course that brings clarity to the new world of Artificial Intelligence. I needed to understand why AI was so important and now I know! Thanks IBM and Coursera.

JG

Reviewed Dec 9, 2023

Great, to-the-point content and great tools to get familiar with the concepts taught.

SS

Reviewed Jul 13, 2026

niicely explain the pros and cons of generative Ai. mostly theory

G

Reviewed Apr 29, 2024

Quite insightful on the generative AI world and its application.

OT

Reviewed Jan 21, 2025

Very good Into to AI, with in depth descriptions of GenAI tools and their fields of application. Hands on exercises to consolidate knowledge and create contextual text, audio and video.

AS

Reviewed Aug 3, 2024

Me gusto mucho, es muy entretenido y me resulto de gran ayuda todos estos consejos que claramente pondre en practica. GRACIAS COURSERA Y SENATEC :)

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Course: Generative AI: Introduction and Applications
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