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Generative AI for Data Scientists

Generative AI knowledge is now an essential data science skill. According to Gartner, "By 2026, 20% of top data science teams will have rebranded as Cognitive Science or Science consultancies, increasing diversity in staff skills by 800%." With the industry trends in mind, IBM brings you this specialization to help boost your career! This three-course specialization is designed to help you kickstart your journey into applying generative AI in the field of data science. This includes existing and aspiring data professionals, such as data scientists, data analysts, data architects, and engineers, and even data enthusiasts. You will begin the specialization by understanding the basics of generative AI and its real-world applications. Then, learn about generative AI prompts engineering concepts and approaches, and explore commonly used prompt engineering tools including IBM Watsonx, Prompt Lab, Spellbook, and Dust. Finally, delve into applying generative AI tools and techniques throughout the data science methodology for data augmentation, data generation, feature engineering, model development, model refinement, visualizations, and insights. Give your data science techniques a boost with generative AI! Enroll now and gain the skills that show your current employer and others, that you’re ready to effectively harness the power of generative AI.

Status: Feature Engineering
Status: Data Analysis
IntermediateSpecialization

Top reviews across Generative AI for Data Scientists

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 Sep 10, 2024
Course: Generative AI: Elevate Your Data Science Career

Its really helpful for beginners to apply AI tools

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 Mar 4, 2024
Course: Generative AI: Elevate Your Data Science Career

A must take course! Perfect for Data Scientists whether experienced or entry level.

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 Feb 8, 2024
Course: Generative AI: Elevate Your Data Science Career

Good overview. Needs regular updates due to rapidly changing AI tool landscape.

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 Sep 22, 2025
Course: Generative AI: Elevate Your Data Science Career

The course is perfect to guide me in the GenAI space. Thanks to IBM for the course.

Learner reviews across Generative AI for Data Scientists

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
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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
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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