Google Career Certificates now include practical AI training to help you boost productivity.

Google Data Analytics Certificates

Whether you’re just getting started or want to take the next step in the high-growth field of data analytics, a professional data analytics certificate from Google can help you gain in-demand skills. You’ll learn R programming, SQL, Python, and Tableau — and discover how to effectively utilize AI in data analytics.

Karrim O., a Google Data Analytics Certificate graduate Karrim O., a Google Data Analytics Certificate graduate
  • Free trial for 7 days, then $49 per month
  • Complete within 6 months at 10 hours per week
  • 100% online, self-paced training
  • No prior experience required
  • Earn a Google Career Certificate
  • Access resources for landing a job
Get started in the field No experience or degree required
Advance within the field Some experience required

Get a job in data analytics, with help from Google

Learn the foundations of data analytics, and get the job-ready skills you need to kick start your career in a fast-growing field.

$93,000+

median salary in data analytics (0-5 years experience)1

295,000

open jobs in data analytics1

Qualify for in-demand jobs in data analytics

Data analysts prepare, process, and analyze data to help inform business decisions. They create visualizations to share their findings with stakeholders and provide recommendations driven by data.

  • Data analyst
  • Junior data analyst
  • Associate data analyst
  • Operations analyst
  • Business systems analyst

Learn more about the certificate

FOUNDATIONAL

Data Analytics Certificate

Hosted on Coursera, this flexible program provides all the skills you need to get your data analytics certificate online and find an entry-level job in the field of data analytics, even if you don't have prior experience.

You’ll learn about:

  • Data types and structures
  • Using data to solve problems
  • How to analyze data
  • Data storytelling with visualizations
  • Using R programming to supercharge your analysis
  • Using AI to boost productivity
Get started on Coursera

Harness the power of AI in data analytics

Learn how to use AI to:

  • Help with data cleaning and structuring
  • Build formulas and manipulate complex data sets
  • Identify questions to ask and prepare for data analysis
  • Come up with ideas for data visualizations
  • Help with an R script to automate loading data from various sources

Preview the certificate material

Data Analytics Certificate

An introduction to data analytics

Discover the foundations of Data Analytics and gain an understanding of different skills, like how to analyze and visualize data and how to use AI for data analytics to streamline your workflow. Learn about the ways organizations use data to make effective decisions, and the terms related to a job as an introductory-level data analyst.


The full certificate program includes:

  • Hands-on activities
  • Quizzes and assignments
  • Regular assessments

Get on the fast track to in-demand jobs with top employers

Complete a Google Career Certificate to get exclusive access to CareerCircle, which offers free 1-on-1 coaching, interview and career support, and a job board to connect directly with employers, including over 150 companies in the Google Career Certificates Employer Consortium.

Here’s how
Complete online certificate courses, at your own pace and time.

Complete online certificate courses, at your own pace and time.

Access career resources like coaching sessions, mock interviews, and a resume builder tool.

Access career resources like coaching sessions, mock interviews, and a resume builder tool.

Share your resume and get connected with national and local employers.

Share your resume and get connected with national and local employers.

CONNECT WITH +150 TOP EMPLOYERS, INCLUDING THESE:

  • Bayer
  • Booz Allen
  • Bulgari
  • Spectrum
  • Cognizant
  • Coursera
  • CoinTracker
  • Crate&Barrel
  • Salesforce
  • Datadog
  • deloitte
  • Expedient
  • Ford
  • GroupM
  • Huge
  • Infosys
  • Instrument
  • Leidos
  • Intelliswift
  • Macy’s
  • Mediaagility
  • Molecula
  • Moonraft
  • Munchkin, Inc.
  • Nasdaq
  • PMI
  • Publicis
  • Qualtrics
  • SAP
  • SiriusXm
  • Target
  • Tata Consultancy Services (TCS)
  • Valvoline
  • Verizon
  • Workday
  • T mobile
  • Lowe's
  • google
  • Etsy
  • Adobe
  • AT&T
  • Marriott
  • wayfair
  • Colgate
  • Wells Fargo
  • Dell
  • Allied Universal
  • Cargill
  • YUPRO

Advanced Google Career Certificates

Advanced Google Career Certificates build on the skills from our foundational certificates and provide continued learning opportunities for graduates to go deeper in the field.

ADVANCED

Advanced Data Analytics Certificate

Advanced data analysts and data scientists are responsible for collecting, analyzing, and interpreting extremely large amounts of data.

Prepare for jobs such as:

  • Senior data analyst
  • Junior data scientist
  • Data science analyst
  • Get started on Coursera
    ADVANCED

    Business Intelligence Certificate

    Business intelligence professionals help organizations collect, structure, interpret, and report on business data to help stakeholders make informed decisions.

    Prepare for jobs such as:

  • Business intelligence analyst
  • Business intelligence engineer
  • Business intelligence developer
  • Get started on Coursera

    Industry Specializations

    Industry Specializations build on the skills from our foundational certificates and are developed by partners to provide expertise for jobs in fast-growing industries.

    INDUSTRY SPECIALIZATION

    Finance Specialization

    Developed by the University of Illinois’ Gies College of Business and hosted on Coursera, this fully online program provides the skills you need to find entry-level jobs in careers involving financial analysis.

    Prepare for jobs such as:

  • Accountant
  • Financial analyst
  • Finance specialist
  • Get started on Coursera
    INDUSTRY SPECIALIZATION

    Public Sector Specialization

    Developed by the University of Michigan and hosted on Coursera, this fully online program provides the skills you need to find entry-level data analyst jobs in the public sector.

    Prepare for jobs such as:

  • Policy analyst
  • Research analyst
  • Data analyst
  • Get started on Coursera
    Need more foundational skills? Check out the Data Analytics Certificate.

    Frequently asked questions

    What is data analytics?

    Data is a group of facts that can take many different forms, such as numbers, pictures, words, videos, observations, and more. We use and create data every day, like when we stream a show or song or post on social media.

    Data analytics is the collection, transformation, and organization of these facts to draw conclusions, make predictions, and drive informed decision-making.

    What does a data analyst do?

    A data analyst prepares, processes, and analyzes data to help inform business decisions. Data analysts create visualizations to share their findings with stakeholders and provide recommendations driven by data.

    What are some important data analyst skills?

    A data analyst learns how to work with data to solve problems. Data analyst skills include the ability to…

    • Collect, clean, and organize data for analysis
    • Conduct data analysis and calculations
    • Visualize and present data findings
    • Work with spreadsheets, programming languages, and data visualization platforms

    What is the difference between data science and data analytics?

    A data analyst works with data to solve business problems using tools like SQL, R or other programming languages, data visualization software, and statistical analysis. A data scientist uses more advanced data techniques to make predictions about the future. They may come up with the questions their team should be asking and determine how to use data to answer them.

    Why start a career in data analytics?

    Companies must continually adjust their products, services, tools, and business strategies to meet consumer preferences and demand and to react to emerging trends. Because of this, a data analyst career is an in-demand option with competitive pay.

    Data analysts make sense of data and numbers to help organizations make better business decisions. They prepare, process, analyze, and visualize data, discovering patterns and trends and answering key questions along the way. Their work empowers their wider team to make better business decisions.

    Who is the Google Data Analytics Certificate for?

    The Google Data Analytics Certificate is for anyone with a curiosity about how things work. No prior experience or specific tool is required. All you need is high-school-level math.

    Why enroll in the Google Data Analytics Certificate?

    Enrolling in the Google Data Analytics Certificate will teach you the skill set required to become a junior or associate data analyst. Data analysts know how to ask the right question; prepare, process, and analyze data for key insights; effectively share their findings with stakeholders; and provide data-driven recommendations for thoughtful action.

    You'll learn these job-ready skills in our certificate program through interactive content (discussion prompts, quizzes, and activities) in under six months, with under 10 hours of flexible study a week.* Along the way, you'll work through a curriculum designed with input from top employers and industry leaders, like Tableau, Accenture, and Deloitte. You'll even have the opportunity to complete a case study that you can share with potential employers to showcase your new skill set.

    After you've graduated from the program, you'll have access to career resources and the opportunity to connect directly with over 150 employers who are hiring for open entry-level roles in data analytics.

    What type of data analytic courses are offered in the certificate program?

    The data analytics courses offered in the Google Data Analytics Certificate are...

    • Foundations: Data, Data, Everywhere
    • Ask Questions to Make Data-Driven Decisions
    • Prepare Data For Exploration
    • Process Data from Dirty to Clean
    • Analyze Data to Answer Questions
    • Share Data Through the Art of Visualization
    • Data Analysis with R Programming
    • Data Analytics Capstone Project: Complete a Case Study

    What tools or platforms are included in the Google Data Analytics curriculum?

    The data analysis tools and platforms included in the certificate curriculum are spreadsheets (Google Sheets or Microsoft Excel), SQL, presentation tools (Powerpoint or Google Slides), Tableau, RStudio, and Kaggle.

    Does the Google Data Analytics Certificate include AI content?

    The Google Data Analytics Certificate features practical training and hands-on activities to help you leverage AI for data analytics. Learn how to use AI to help with ideas for data visualization, data cleaning, and data structuring directly from Google experts.

    Will you be teaching R or Python for data analysis?

    This data analytics program teaches the open-source programming language R. R is a great starting point for foundational data analysis, and offers helpful packages for beginners to apply to their projects. We do not cover Python in the curriculum but encourage learners to explore Python after completion if they'd like to continue their learning journey.

    Can I take the data analyst courses online?

    Yes! The Google Data Analytics Certificate courses are 100-percent online learning. Start right away and learn on your own schedule.

    How fast can you complete the Google Data Analytics Certification?

    The Google Data Analytics Certificate can be completed in three months working approximately 20 hours per week, or in six months working 10 hours per week. To finish the eight courses that make up the certificate, around 240 hours total are needed.*

    Where can I access the Google Data Analytics Certificate?

    The Google Data Analytics, Advanced Data Analytics, and Business Intelligence certificates are available globally in English on Coursera, an online learning platform that offers access to online courses. Google has worked with Coursera to make Google Career Certificates available on their platform.

    Can the Google Career Certificates Employer Consortium help me find data analyst jobs?

    The Google Career Certificates Employer Consortium consists of over 150 U.S. companies like Target, Infosys, Verizon, Wells Fargo and Google. These companies span multiple sectors and are committed to considering Google Career Certificate graduates for entry-level jobs. Upon completion of the Google Data Analytics Certificate, you will gain access to an exclusive job platform where you can easily apply to opportunities from employers with open jobs.

    Employers interested in joining the Google Career Certificates Employer Consortium can find more information at grow.google/employers.

    What other kind of support is available after I complete the Google Data Analytics Certificate?

    After you complete the Google Data Analytics Certificate, you will have access to expert training and hands-on projects designed to prepare you for a job in data analytics, including a resume-building tool, mock interviews, and career networking support designed to help you with your job search.

    You'll also be able to connect with over 150 US employers in the hiring consortium who are accepting candidates who have completed the Google Data Analytics Certificate.

    Who designed the the Google Data Analytics Certificate?

    The Google Data Analytics Certificate was designed and built by subject-matter experts and senior practitioners at Google. This certificate has been created to equip learners with theoretical and practical knowledge and real-life problem-solving skills to be successful in an entry-level job.

    How much does the Google Data Analytics Certificate cost?

    The Google Data Analytics Certificate costs $49 per month on Coursera after an initial 7-day free trial period. All Google Career Certificates are completely self-paced. At about 10 hours of study per week, many learners complete a Google Career Certificate in three to six months.

    How much does the Google Advanced Data Analytics Certificate cost?

    The Google Advanced Data Analytics Certificate costs $49 per month on Coursera after an initial 7-day free trial period. All Google Career Certificates are completely self-paced. At about 10 hours of study per week, many learners complete a Google Career Certificate in three to six months.

    How much does the Google Business Intelligence Certificate cost?

    The Google Business Intelligence Certificate costs $49 per month on Coursera after an initial 7-day free trial period. All Google Career Certificates are completely self-paced. At about 10 hours of study per week, many learners complete a Google Career Certificate in three to six months.

    Is financial assistance available for the Google Data Analytics Certificate?

    Example: If you are interested in financial assistance for the Google Data Analytics Certificate, you may be eligible for financial aid via Coursera through the course page. Recipients of financial aid will have full access to course content and assignments required to earn a certificate. To apply, go to the certificate course page on Coursera and click the “Financial aid available” link next to the “Enroll” button.

    Google has also funded 100,000 scholarships for Google Career Certificates, which will be distributed by Grow with Google partners and Google.org grantees like Merit America, Per Scholas, NPower, Goodwill, Futuro Health, Generation USA, UnidosUS, LULAC and Hispanic Federation. These funds will create a lasting impact in helping people land high-quality jobs in high-growth fields.

    Can I get college credit for taking the Google Data Analytics Certificate?

    Those planning to attend a degree program can utilize ACE®️ recommendations, the industry standard for translating workplace learning to college credit. Learners can earn a recommendation of 12 college credits for completing the Data Analytics Certificate, the equivalent of 4 college courses at the bachelor’s degree level. This aims to help open up additional pathways to learners who are interested in higher education, and prepare them for entry-level jobs.

    To share proof of completion with schools, certificate graduates will receive an email prompting them to claim their Credly badge, which contains the ACE®️ credit recommendation. Once claimed, they will receive a competency-based transcript that signifies the credit recommendation, which can be shared directly with a school from the Credly platform. Please note that the decision to accept specific credit recommendations is up to each institution and is not guaranteed.

    What language is the Google Data Analytics Certificate available in?

    The Google Data Analytics Certificate is currently available in English and we are working to bring this certificate in additional languages. Please check back here for updates.