Generative AI for Data Scientists Specialization
by IBM
IBM's Generative AI for Data Scientists Specialization is built for the data analyst, business intelligence professional, or financial modeller who wants to use generative AI to dramatically speed up their work. It covers how to use large language models to write code, generate insights, explain models, and automate repetitive data tasks. It is the most relevant AI upskilling path for anyone whose job involves numbers, spreadsheets, data, or financial analysis.
What you will learn
- How to use generative AI to write, debug, and explain data analysis code
- Prompt techniques for data tasks: summarisation, pattern detection, and report writing
- How to use AI tools to build and explain predictive models without deep ML expertise
- How to automate repetitive data processing and reporting tasks with AI
- Real-world AI workflows used by professional data teams at IBM and global enterprises
Who is this for
- Data analysts and business intelligence professionals who want to work faster with AI
- Financial analysts and accountants whose work involves heavy data processing
- Anyone who uses Excel, Python, or SQL and wants to add AI to their workflow
- Professionals transitioning into more technical, AI-augmented data roles
Why we recommend it
- 1IBM-badged certificate — credible with enterprise employers in finance, banking, and tech
- 2Practical focus: covers the actual data workflows professionals use every day
- 3Covers code generation with AI — a skill that multiplies productivity immediately
- 4Part of IBM's comprehensive Generative AI Professional series on Coursera
Related courses
Generative AI with Large Language Models
AWS + DeepLearning.AI
Understand how large language models like ChatGPT are actually built and deployed — essential knowledge for anyone who wants to work with AI professionally.
Machine Learning Specialization
Andrew Ng, Stanford / DeepLearning.AI
The most trusted machine learning course in the world, taught by the person who built the AI programs at Google and Baidu.
IBM Applied AI Professional Certificate
IBM
A job-ready AI certificate from IBM — covers AI tools, hands-on projects, and how to apply AI in real business situations. Strong credential for a career shift.
Google AI Essentials
Practical guide to using AI tools in your daily work — writing, analysis, problem-solving — with a free Google certificate at the end.
ChatGPT Prompt Engineering for Developers
DeepLearning.AI + OpenAI
Learn to write prompts that get much better results from AI. Done in an afternoon — and immediately useful at any job.
Career Essentials in Generative AI
Microsoft + LinkedIn
Microsoft and LinkedIn's free course on using generative AI at work. Comes with a shareable LinkedIn certificate — great for your profile.