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AI for Data Analysis
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Data Science
Machine Learning
AI for Data Analysis
This course is part of Google AI Professional Certificate
Instructor: Google Career Certificates
Enroll for free
Starts Jul 19
176,284 already enrolled
Included with Coursera Plus
•Learn more
3 modules
Gain insight into a topic and learn the fundamentals.
4.7
336 reviews
Beginner level
Recommended experience
Flexible schedule
1 hour to complete
Learn at your own pace
97%
Most learners liked this course
3 modules
Gain insight into a topic and learn the fundamentals.
4.7
336 reviews
Beginner level
Recommended experience
Flexible schedule
1 hour to complete
Learn at your own pace
97%
Most learners liked this course
About
Outcomes
Modules
Testimonials
Reviews
Previous
Next
What you'll learn
Identify success metrics by using AI to analyze business objectives and determine how to accurately measure project performance.
Clean and structure messy data by writing effective prompts to reformat and standardize unstructured information.
Generate spreadsheet formulas using natural language instructions with Gemini in Google Sheets.
Create data visualizations with AI to clearly communicate insights and trends.
Skills you'll gain
AI literacy
Interactive Data Visualization
Business Analytics
Data Presentation
Artificial Intelligence
Performance Analysis
Analytics
Responsible AI
AI Enablement
AI Personalization
Data Wrangling
Model Evaluation
Simulation and Simulation Software
Show all
Tools you'll learn
AI Workflows
Generative AI
Productivity Software
Google Gemini
Google Workspace
Details to know
Shareable certificate
Add to your LinkedIn profile
Recently updated!
February 2026
Assessments
1 assignment
Taught in English
18 languages available
Build your Machine Learning expertise
This course is part of the Google AI Professional Certificate
When you enroll in this course, you'll also be enrolled in this Professional Certificate.
Learn new concepts from industry experts
Gain a foundational understanding of a subject or tool
Develop job-relevant skills with hands-on projects
Earn a shareable career certificate from Google
There are 3 modules in this course
Are the answers you need buried in a dataset you can't decipher? In this course, you’ll learn to use AI as your analytical partner to transform unstructured data into clear, actionable insights. You’ll use Gemini to identify the right success metrics for any project and practice converting messy, raw data into structured tables. You'll use everyday language to generate powerful spreadsheet formulas and create compelling charts in Google Sheets—empowering you to make smarter, data-driven decisions.
By the end of this course, you will create:
• Success metrics you can stand by: Use Gemini to define exactly what to measure for your project so you can present your results with confidence.
• A structured dataset: Clean and organize messy information into a structured Google Sheets table that is ready for immediate analysis.
• Data visualizations and formulas: Use natural language to generate spreadsheet functions and create charts that visualize your findings to drive evidence-based decisions.
• Business performance simulator: Use Gemini Canvas to transform static data into an interactive tool, so you can "test-drive" changes and visualize their ripple effects in real time.
Define key performance metrics using Gemini
Module 1•17 minutes to completeModule details
Collaborate with AI to decide which metrics are most important for a business's success. Search for a guide on how to use the data analysis tool of your choice.
What's included
1 video
1 reading
1 ungraded lab
Show info about module content
1 video•Total 3 minutes
AI for data analysis•3 minutes
1 reading•Total 2 minutes
Identify key metrics to inform your reporting •2 minutes
1 ungraded lab•Total 12 minutes
Build with AI: Measurement plan•12 minutes
Turn screenshots into data insights with Gemini in Sheets
Module 2•15 minutes to completeModule details
Convert unstructured data into a usable format with AI. Use AI-powered spreadsheet functions to apply a complex operation many times without the necessary technical knowledge.
What's included
1 video
1 reading
1 ungraded lab
Show info about module content
1 video•Total 1 minute
Owen, how do you use AI for data analysis at work?•1 minute
1 reading•Total 2 minutes
Clean up messy data to conduct analysis•2 minutes
1 ungraded lab•Total 12 minutes
Build with AI: Clean data set •12 minutes
Analyze and simulate business performance with Gemini in Sheets and Canvas
Module 3•1 hour to completeModule details
Make sense of your data by asking AI to summarize it. Construct a narrative based on your data, and support it with an easy to read chart.
What's included
1 video
4 readings
1 assignment
2 ungraded labs
Show info about module content
1 video•Total 1 minute
Carol, how do you use AI when you're building new features?•1 minute
4 readings•Total 16 minutes
Analyze spreadsheet data using everyday language•2 minutes
Build a business performance simulator for faster, data-driven decisions•10 minutes
Claim your course completion badge •2 minutes
Get started on the next course•2 minutes
1 assignment•Total 10 minutes
Course challenge•10 minutes
2 ungraded labs•Total 24 minutes
Build with AI: Data analysis and visualizations•12 minutes
Build with AI: Business performance simulator•12 minutes
Earn a career certificate
Add this credential to your LinkedIn profile, resume, or CV. Share it on social media and in your performance review.
Instructor
Instructor ratings
4.8
(62 ratings)
Google Career Certificates
Google
386 Courses•17,312,749 learners
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Learner reviews
4.7
336 reviews
5 stars
84.19%
4 stars
9.98%
3 stars
2.16%
2 stars
0.99%
1 star
2.66%
Showing 3 of 336
G
GD
5·
Reviewed on Apr 18, 2026
Explained well about AI use cases in Gemini canvas and Sheets using AI() function. Great use for daily tasks saving a lot of time.
N
NS
5·
Reviewed on Apr 12, 2026
Given clear insights about large data handling and create reports at ease.
I
IO
5·
Reviewed on Jun 26, 2026
wow mind blowing to think I do not have the manually input those figures in manually is insane THANK YOU GOOGLE AND COURSERA this will help me going forward
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Frequently asked questions
What will I learn in AI for Data Analysis?
In this course, you’ll practice using AI as your analytical partner, helping you turn messy, hard-to-use data into clear insights. You’ll learn how to use AI to structure information, define the right metrics, and create formulas and charts in Google Sheets—so you can make confident, evidence-based decisions faster.
Who is this course for?
This course is for learners who want to make data-driven decisions faster, without needing to code or create complex formulas. It’s especially useful for professionals who work with spreadsheets and data to conduct reporting and analysis, and need to clearly communicate their insights. Anyone in a marketing, business, marketing, operations, project management, product, or analytics-adjacent role will benefit.
What practical skills will I gain from this course?
You’ll learn how to use AI to help you perform analytical tasks at work. You’ll translate business goals into measurable success metrics and transform unstructured data into analysis-ready tables. Next, you’ll learn how to use natural language to generate spreadsheet formulas and build charts and visualizations that highlight trends and insights.
Is this course hands-on?
The hands-on activities in this course are designed to help you practice using AI to complete analytical tasks. You’ll gain practical experience using Gemini and Gemini in Google Sheets.
How long does the course take to complete?
This course is self-paced and takes about 1 hour to complete. It is the sixth course in the Google AI Professional Certificate. You can complete the entire certificate in under 10 hours, at your own pace.
Do I need experience to take this course?
This course does not have any prerequisites, and you don’t need any experience with AI to get started.
What will I get when I complete the course?
After you complete the course, you’ll earn a course completion badge from Google to share with your network and potential employers.
Is a Google AI Pro subscription required to earn the certificate?
No. To help you get the most out of the labs and build a robust portfolio of work, we’re providing a complimentary three-month trial subscription to Google AI Pro (terms apply). While optional and not required to complete your labs or earn your certificate, it gives you expanded access to a suite of our most capable AI models and features.
Do I need to use Google AI like Gemini to complete the labs?
No. To complete the labs, you can use any browser-based generative AI tool of your choice. Generative AI technology is dynamic and ever-changing, so always double-check the features and capabilities available in the tools you’re using. And, remember to check your organization's AI policy if using AI for work or school.
When I click “Launch App” to access my Google AI Pro trial code, a new window opens with a URL containing "Saritasa." Is this site legitimate and safe?
Yes, it is completely safe. Saritasa is an authorized technical partner working with Google to securely generate and distribute your unique Google AI Pro trial codes.
While the initial window is hosted by Saritasa to manage the code distribution, the actual redemption process—where you enter your information and activate your trial—takes place entirely within the one.google.com domain. Your sensitive account information is handled directly by Google’s secure infrastructure, and Saritasa does not have access to your Google Account credentials.
When will I have access to the lectures and assignments?
To access course materials, assignments, and earn a Certificate, you'll need to purchase the Certificate experience when you enroll in a course. Eligible learners may also have the option to start with a Free Trial. Some courses may also offer a Full Course, No Certificate option. This lets you access course materials, submit required assessments, and receive a final grade, but you won't be able to earn or purchase a Certificate.
What will I get if I subscribe to this Certificate?
When you enroll in the course, you get access to all of the courses in the Certificate, and you earn a certificate when you complete the work. Your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile. Show all 12 frequently asked questions
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Enroll for free
Starts Jul 19
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