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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: Machine Learning
Status: Exploratory Data Analysis
IntermediateSpecialization

Top reviews across Generative AI for Data Scientists

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.

SE

Reviewed Sep 10, 2024

Its really helpful for beginners to apply AI tools

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.

SD

Reviewed Mar 4, 2024

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

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 :)

SH

Reviewed Feb 8, 2024

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

CS

Reviewed May 14, 2024

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.

TT

Reviewed Aug 2, 2024

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.

LS

Reviewed May 2, 2024

Amazing Course ! Special thanks to Course Creators and to IBM

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