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IBM: Mastering Generative AI for Data Science

Intermediate 12 hours English Verified CertificateFREE

About this course

Rav Ahuja teaches how to use generative AI tools (GPT-3.5, ChatCSV, tomat.ai, and others) throughout the data science lifecycle: querying and preparing data, generating and augmenting datasets, and applying generative AI techniques to develop and refine machine learning models.

The honest take: this course requires existing familiarity with generative AI, prompt engineering, and data science — it's squarely aimed at practicing data professionals adding gen-AI fluency, not beginners. The standalone verified certificate price isn't listed separately on the page; it's bundled into a 3-course $147 Professional Certificate track.

What you'll learn

Use generative AI tools for data querying and preparation
Generate and augment datasets for specific data science use cases
Apply generative AI techniques to develop and refine machine learning models
Evaluate real-world scenarios where generative AI enhances data science workflows
Understand ethical considerations of using generative AI in data science

This course includes

12h
On-demand video
Yes
Certificate
Yes
Mobile access
English
Language
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Instructor

RA
Rav Ahuja
edX instructor
learners courses instructor rating

Rav Ahuja is IBM's Global Program Director for the IBM Skills Network, leading curriculum strategy for AI, data science, and cloud courses on edX.

Requirements

  • Introductory knowledge of generative AI, prompt engineering, and data science

Who this course is for

  • Working data scientists, analysts, and engineers
  • Data professionals wanting generative AI fluency

About this provider

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Frequently asked questions

Yes — introductory knowledge of generative AI, prompt engineering, and data science is recommended.
GPT-3.5, ChatCSV, tomat.ai, and other generative AI tools applied to real data science tasks.
3 weeks at 3-5 hours per week.
Audit is free; the verified certificate price isn't listed standalone — it's part of a 3-course $147 Professional Certificate bundle.
Yes — a course-end project simulating a real-world data science scenario.
Free
to audit
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