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Generative AI for Data Engineers

Data Engineering is all about efficient data collection, generation, transformation and storage. Generative AI tools have the capability of making each of data engineering tasks more efficient, effective, and convenient on an ETL pipeline. This specialization is designed not only for Data Engineers but for anyone who might be interested in the use of generative AI in Data Engineering. With three self-paced courses in the specialization, you will begin with learning the differences that distinguish generative AI from discriminative AI. You’ll delve into real-world generative AI use cases and explore popular generative AI models and tools for text, code, image, audio, and video generation. Next, delve into generative AI prompts engineering concepts and real-world business uses. Learn about prompt techniques like zero-shot and few-shot and explore various prompt engineering approaches and explore commonly used prompt engineering tools including IBM Watsonx, Prompt Lab, Spellbook, and Dust. No experience is needed to begin this specialization, although you might find it helpful to have some data engineering knowledge. Take your career to the next level. Let’s get started!

Status: Machine Learning
Status: Data Quality
IntermediateSpecialization

Top reviews across Generative AI for Data Engineers

Reviewed Mar 3, 2024
Course: Generative AI Essentials: From Fundamentals to Real-World Applications

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

Reviewed Jul 24, 2025
Course: Prompt Engineering for Generative AI: Build Better AI Prompts

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.

Reviewed Jul 28, 2024
Course: Generative AI Essentials: From Fundamentals to Real-World Applications

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.

Reviewed Feb 27, 2025
Course: Prompt Engineering for Generative AI: Build Better AI Prompts

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.

Reviewed Jan 21, 2025
Course: Generative AI Essentials: From Fundamentals to Real-World Applications

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.

Reviewed Aug 3, 2024
Course: Prompt Engineering for Generative AI: Build Better AI Prompts

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

Reviewed May 14, 2024
Course: Generative AI Essentials: From Fundamentals to Real-World Applications

I definitely appreciated that this didn't cover just text-to-image tools. I feel that even if someone is not new to AI, they might do something during this course that they haven't done before.

Reviewed Aug 2, 2024
Course: Prompt Engineering for Generative AI: Build Better AI Prompts

The course was so useful and informative. You can learn a lot about how to use the right prompts when using AI in order to get the ideal outcome.

Reviewed Mar 15, 2024
Course: Generative AI Essentials: From Fundamentals to Real-World Applications

Generative AI was practically broken in bits for us to really comprehend . You just have to pay attention so you don’t mix the tools and their functions up. Thank you Coursera 🙏🏼 Jennifer MGBEKEN

Reviewed Feb 21, 2024
Course: Prompt Engineering for Generative AI: Build Better AI Prompts

EXcellent! So well organized and clear, the possibility to practice really makes you feel you are learning and automatically triggers new ideas on which to apply the learned lessons.

Reviewed Aug 14, 2026
Course: Generative AI Essentials: From Fundamentals to Real-World Applications

Excellent course for beginners. It explains Generative AI concepts in a simple and easy-to-understand way with practical examples. I learned a lot and would recommend it to anyone interested in AI.

Reviewed Aug 29, 2024
Course: Prompt Engineering for Generative AI: Build Better AI Prompts

All techniques and tools were explained in a very clear manner. Labs are built for ease of use and are good hands-on experience to get the graps of the concepts and their benefits

Learner reviews across Generative AI for Data Engineers

Showing: 20 of 1,086

Nicholas
Course: Generative AI Essentials: From Fundamentals to Real-World ApplicationsReviewed Jan 24, 2024Course: Generative AI Essentials: From Fundamentals to Real-World Applications
Marc
Course: Generative AI Essentials: From Fundamentals to Real-World ApplicationsReviewed Sep 14, 2024Course: Generative AI Essentials: From Fundamentals to Real-World Applications
Chase
Course: Generative AI Essentials: From Fundamentals to Real-World ApplicationsReviewed Aug 15, 2025Course: Generative AI Essentials: From Fundamentals to Real-World Applications
Daniel
Course: Generative AI Essentials: From Fundamentals to Real-World ApplicationsReviewed Apr 2, 2024Course: Generative AI Essentials: From Fundamentals to Real-World Applications
Oriol
Course: Generative AI Essentials: From Fundamentals to Real-World ApplicationsReviewed Jan 21, 2025Course: Generative AI Essentials: From Fundamentals to Real-World Applications
Karalea
Course: Generative AI Essentials: From Fundamentals to Real-World ApplicationsReviewed Nov 17, 2023Course: Generative AI Essentials: From Fundamentals to Real-World Applications
Alexander
Course: Generative AI Essentials: From Fundamentals to Real-World ApplicationsReviewed Sep 20, 2025Course: Generative AI Essentials: From Fundamentals to Real-World Applications
Sebastian
Course: Generative AI Essentials: From Fundamentals to Real-World ApplicationsReviewed Feb 2, 2025Course: Generative AI Essentials: From Fundamentals to Real-World Applications
Bill
Course: Generative AI Essentials: From Fundamentals to Real-World ApplicationsReviewed Apr 2, 2024Course: Generative AI Essentials: From Fundamentals to Real-World Applications
Karun
Course: Generative AI Essentials: From Fundamentals to Real-World ApplicationsReviewed Feb 19, 2024Course: Generative AI Essentials: From Fundamentals to Real-World Applications
Carlo
Course: Generative AI Essentials: From Fundamentals to Real-World ApplicationsReviewed May 15, 2024Course: Generative AI Essentials: From Fundamentals to Real-World Applications
Stephen
Course: Generative AI Essentials: From Fundamentals to Real-World ApplicationsReviewed Mar 3, 2024Course: Generative AI Essentials: From Fundamentals to Real-World Applications
Aram
Course: Generative AI Essentials: From Fundamentals to Real-World ApplicationsReviewed Aug 18, 2025Course: Generative AI Essentials: From Fundamentals to Real-World Applications
Brent
Course: Generative AI Essentials: From Fundamentals to Real-World ApplicationsReviewed Sep 16, 2025Course: Generative AI Essentials: From Fundamentals to Real-World Applications
Richard
Course: Generative AI Essentials: From Fundamentals to Real-World ApplicationsReviewed Mar 30, 2024Course: Generative AI Essentials: From Fundamentals to Real-World Applications
Greg
Course: Generative AI Essentials: From Fundamentals to Real-World ApplicationsReviewed Dec 24, 2023Course: Generative AI Essentials: From Fundamentals to Real-World Applications
gonzalo
Course: Generative AI Essentials: From Fundamentals to Real-World ApplicationsReviewed Sep 24, 2025Course: Generative AI Essentials: From Fundamentals to Real-World Applications
Jeremy
Course: Generative AI Essentials: From Fundamentals to Real-World ApplicationsReviewed May 11, 2024Course: Generative AI Essentials: From Fundamentals to Real-World Applications
Kevin
Course: Generative AI Essentials: From Fundamentals to Real-World ApplicationsReviewed Jan 31, 2024Course: Generative AI Essentials: From Fundamentals to Real-World Applications
Gilbert
Course: Generative AI Essentials: From Fundamentals to Real-World ApplicationsReviewed Nov 14, 2025Course: Generative AI Essentials: From Fundamentals to Real-World Applications