IBM · on edX

IBM: Mastering Generative AI for Data Science

Intermediate 12 hours English Course CertificateFREE
Our recommendation
An IBM edX course (Rav Ahuja) on using generative-AI tools throughout the data-science lifecycle — querying and preparing data, generating and augmenting datasets, and applying generative AI to analysis. Practical and current for data scientists who want to speed up their workflow with AI. Some third-party tools shown may have their own costs.

Good for: Using generative AI across the data-science workflow.

Less suitable if: You are new to data science or want general GenAI concepts.

Skills you'll gain

Generative AIData scienceData preparationDataset augmentationAI toolsProductivity

Is this course right for you?

A good fit if you…

You do data science
You want to speed up with AI
You want an applied approach

Consider something else if you…

You are new to data science
You want general GenAI concepts
You want deep ML theory

Requirements: Some data-science familiarity.

Realistic time: A few weeks part-time.

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.

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

What it costs

You can audit the course free on edX. A verified certificate is a paid option, with financial assistance available. Some third-party AI tools shown may have their own subscriptions or usage costs.

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Is the certificate recognised?

A verified IBM certificate on edX is a credible learning record, though it is a course certificate rather than a formal qualification or degree.

Instructor

RA
Rav Ahuja
edX instructor

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.

About this provider

ED
edX
Non-profit online learning platform founded by Harvard and MIT. 45M+ learners worldwide.
Visit edX

Frequently asked questions

Data scientists who want to speed up their workflow using generative AI.
Yes — you can audit it free on edX; the verified certificate is a paid option.
Some third-party AI tools shown may have their own subscriptions or usage costs.
Using generative AI across the data-science lifecycle — querying, preparing, generating and augmenting data, and analysis.
AI tools change fast, so some tools shown may have moved on.
Free
to audit
Enroll now