Data Analytics Certificate & Training - Grow with Google

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, professional certificates from Google can help you gain in-demand skills. You’ll learn about R programming, SQL, Python, Tableau and more.

• 100% remote, online learning
• Access to over 150 employers
• Hands-on, practice-based training

Special offer: Unlock Google AI Essentials at No Cost

For a limited time, enroll in any Google Career Certificate and get our Google AI Essentials course at no cost ($49 value). AI is an exciting and powerful collaboration tool, and now you have the chance to get up-to-speed on how to actually use it — while also developing job-ready, in-demand skills. Offer ends August 5, 11:59 PM PT. Terms apply.**

Special offer: Unlock Google AI Essentials at No Cost

For a limited time, enroll in any Google Career Certificate and get our Google AI Essentials course at no cost ($49 value). AI is an exciting and powerful collaboration tool, and now you have the chance to get up-to-speed on how to actually use it — while also developing job-ready, in-demand skills. Offer ends August 5, 11:59 PM PT. Terms apply.**

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

Data Analytics Certificate

Hosted on Coursera, this fully online program provides all the skills you need to 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

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

Certificate curriculum:

• 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

Preview the certificate material

Data Analytics Certificate

An introduction to data analytics

In this program, you’ll be introduced to the world of data analytics through hands-on curriculum developed by Google. You'll develop in-demand data analytics skills using spreadsheets, SQL, Tableau, R, and more. This will help equip you with the skills you need to apply for entry-level data analyst roles.

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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.

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

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

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

This certificate came in the middle of my studies and helped guide me in what skills I am already successful in, as well as the areas where I can grow in my learning. It helped me set up a framework for further studies. Finally, I learned some valuable advice on how to set up an online presence to be noticed by potential employers.

Amy S., Marketing Analyst at McGraw Hill and Google Data Analytics Certificate graduate

The certificate can take you from 0 to 100. As long as you put the work in, you will go as far as you can go.

Karrim O., Associate Analyst at Infosys and Google Data Analytics Certificate graduate

The Google Data Analytics Certificate gave me legitimacy in data analytics. The program also gave me the ability to say, with complete confidence, that I had training in essential areas of data analytics such as Tableau and SQL.

Michael P., Healthcare Data Analyst at Dignity Health and Google Data Analytics Certificate graduate

This certificate came in the middle of my studies and helped guide me in what skills I am already successful in, as well as the areas where I can grow in my learning. It helped me set up a framework for further studies. Finally, I learned some valuable advice on how to set up an online presence to be noticed by potential employers.

Amy S., Marketing Analyst at McGraw Hill and Google Data Analytics Certificate graduate

The certificate can take you from 0 to 100. As long as you put the work in, you will go as far as you can go.

Karrim O., Associate Analyst at Infosys and Google Data Analytics Certificate graduate

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 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

144,000+

Job openings in advanced data analytics1

$118,000

Median salary in advanced data analytics1

Prepare for jobs such as:

• Senior data analyst
• Junior data scientist
• Data science analyst

Tools included:

Jupyter Notebook, Python, Tableau

You’ll learn about:

• Regression analysis
• Python
• Translating data
• Statistics
• Machine learning

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

166,000+

Job openings in business intelligence1

$96,000

Median salary in business intelligence1

Prepare for jobs such as:

• Business intelligence analyst
• Business intelligence engineer
• Business intelligence developer

Tools included:

BigQuery, Tableau, SQL

You’ll learn about:

• Business intelligence analysis
• Data modeling
• ETL process
• Dashboards and reporting
• Engaging with stakeholders about data findings

CERTIFICATE SUCCESS STORIES

“I really enjoyed the certificate content because it helped to reinforce the foundational knowledge I gained from the Google Data Analytics Certificate, going deeper into the topics I enjoyed like data visualization and communicating with stakeholders, while also introducing new tools and processes. I also found the activities challenging, which allowed me to critically think through the solutions and provide my unique perspective.”

Latoya B., Business Intelligence Certificate

CERTIFICATE SUCCESS STORIES

“The certificate built on the skills from the Google Data Analytics Certificate, solidifying those foundations while introducing new concepts and tools to differentiate data analytics from business intelligence. I felt fully immersed into the world of Business Intelligence and look forward to taking the next step in my career.”

Kwame O., Business Intelligence Certificate

CERTIFICATE SUCCESS STORIES

“The instructional videos in the Google Advanced Data Analytics Certificate were well-paced and easy to follow. I really enjoyed the instructors, particularly Cassie; her optimism towards data is infectious. She did a great job explaining the roles of different data professionals, especially in differentiating data analysts, data scientists, and business intelligence analysts. She helped me see the breadth of data-related careers.”

Johanna G., Advanced Data Analytics Certificate

CERTIFICATE SUCCESS STORIES

“I found the Google Advanced Data Analytics Certificate very engaging and I loved going deep and learning more about the field. This program gave me the confidence that I really know what I am doing in the data analytics field, and now I feel motivated to apply for more data analytics roles.”

Carlos M., Advanced Data Analytics Certificate

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.

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

Prepare for jobs such as:

• Accountant
• Financial analyst
• Finance specialist

You’ll learn about:

• The importance of adopting a financially analytic mindset
• Identifying and applying fundamental principles of accounting and finance
• Measuring and assessing an organization’s financial position and performance
• Performing basic financial statement analysis
• Using planning and budgeting to effectively and efficiently allocate resources

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

Prepare for jobs such as:

• Policy analyst
• Research analyst
• Data analyst

You’ll learn about:

• The role of data and data analytics in the core functions of public administration and in the formation and evaluation of public policy
• Applying data manipulation and visualization techniques to a wide range of public sector data
• Building technical skills using R, RStudio, and the tidyverse libraries of dplyr and ggplot
• Identifying and addressing common political and ethical challenges in public sector data analysis, interpretation, and communication

Frequently asked questions

How can I access the Google AI Essentials special offer?

Enroll in any Google Career Certificate before August 5th, 11:59 PM PT, and you'll automatically get access to the Google AI Essentials course at no extra cost. This offer is valid for 180 days from date of purchase and is for new purchases only. Coursera reserves the right to change or cancel the promotion at any time. Terms apply.**

Google AI Essentials Is a self-paced course designed to help people across roles and industries get essential AI skills to boost their productivity, zero experience required. The course is taught by AI experts at Google who are working to make the technology helpful for everyone. In under 10 hours, they’ll do more than teach you about AI — they’ll show you how to actually use it in your day-to-day work. With both your Google Career Certificate and Google AI Essentials under your belt, you’ll be able to stand out to employers and stay ahead of the curve.

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.

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.

1Lightcast™ US Job Postings (2023: Last 12 Months: Jan. 1, 2023 - Dec. 31, 2023).

*Complete in 6 months, under 10 hours per week.

**Claim this limited-time offer by August 5, 11:59 PM PT. Valid for new Google Professional Certificate purchase only, limited to one per person. Offer only valid on English and Spanish certificate versions. Cannot be used in conjunction with other offers. Coursera reserves the right to modify or cancel the promotion at any time. Free enrollment into Google AI Essentials triggered upon purchase of Google Professional Certificate subscription. Access to Google AI Essentials is 180 days from purchase date of Google Professional Certificate. Coursera reserves the right to revoke Google AI Essentials access if the learner does not pay for Google Professional Certificate. Offer value may differ based on location. Terms for promotional offers apply.