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Google Advanced Data Analytics Certificate

Take your data analytics skills further and learn how to use machine learning, predictive modeling, and experimental design to collect and analyze large amounts of data. This advanced program builds on the foundations of the Google Data Analytics Certificate and helps enhance technical skills, including Jupyter Notebook, Python, and Tableau. Enroll now and unlock access to 3 months of Google AI Pro to personalize your learning with AI today. Terms apply.

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Advance your career in data analytics, with help from Google experts

Expand your data analytics knowledge with practical, hands-on projects featuring Jupyter Notebook, Python, and Tableau to open up new career opportunities.
$130,000+

median salary
for advanced data analytics jobs with 0 to 5 years of experience1

100,000+

open jobs
in the field of advanced data analytics1

Grow your career in data analytics

Advanced 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, using advanced analytics including machine learning, predictive modeling, and experimental design.
Senior data analyst
Junior data scientist
Data science analyst

Learn more about the certificate

advanced

Advanced Data Analytics Certificate

Advanced data analysts and data scientists are responsible for collecting, analyzing, and interpreting extremely large amounts of data.
Tools included:
  • Jupyter Notebook
  • Python
  • Tableau
You’ll learn about:
  • Regression analysis
  • Python
  • Translating data
  • Statistics
  • Machine learning
3-6
Months completion time

Learn more about the certificate

advanced

Advanced Data Analytics Certificate

Advanced data analysts and data scientists are responsible for collecting, analyzing, and interpreting extremely large amounts of data.
Tools included:
  • Jupyter Notebook
  • Python
  • Tableau
You’ll learn about:
  • Regression analysis
  • Python
  • Translating data
  • Statistics
  • Machine learning
3-6
Months completion time

Get on the fast track to high paying jobs with top employers

Flexible learning

Prepare for a new career in 3-6 months. No relevant experience or degrees required.

Free career support

Certificate graduates in the US will gain access to CareerCircle, which offers personalized coaching, mock interviews, and resume-building tools.

Connect with top employers

Use CareerCircle’s exclusive job board to connect directly with employers looking to hire Google Career Certificate graduates.

CONNECT WITH +150 TOP EMPLOYERS, INCLUDING THESE:

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New to the field of data analytics?

This course assumes some foundational data analytics knowledge. If you're new to the field, consider starting with the Google Data Analytics Certificate, where you'll learn core skills like SQL, Python, and Tableau – and get an introduction to using AI in data analytics.

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CERTIFICATE TESTIMONIAL
“Taking the Google Career Certificate allowed me to expand my knowledge within the world of data analytics and change my career path upon completion. It allowed me career opportunities I never thought possible.”
SCARLET
Google Advanced Data Analytics Certificate graduate

Frequently asked questions

Will you be teaching R or Python for data analysis?

This advanced data analytics program teaches the open-source programming language Python. The Python programming language is a powerful tool for data analysis due to its simplicity, readability, and its rich ecosystem of libraries and tools. You'll learn to manipulate various data structures like lists, tuples, dictionaries, and sets. Import and utilize Python libraries such as NumPy and pandas.

What is advanced data analytics?

Advanced data analytics (also known as data science) uses math and statistics, programming, advanced analytics, artificial intelligence (AI), and machine learning to uncover key insights within an organization’s data. These insights can be used to guide the organization’s decision-making and strategic planning.

What does an advanced data professional do?

Advanced data professionals (such as advanced data analysts and data scientists) are responsible for collecting, analyzing, and interpreting massive amounts of data within organizations. These roles require manipulation of large data sets and the use of advanced analytics, including machine learning, predictive modeling, and experimental design.

What’s the difference between data analytics and data science?

A data analyst works with data to solve business problems using tools like SQL, Python, 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 develop the questions a team should be asking and determine how to use data to answer them.

What's the difference between data analytics and business intelligence?

Data analysts collect, analyze, and interpret data to tell a story, sharing their insights via a report. BI professionals focus on making data easily accessible and understood by an organization's leaders, retrieving and preparing data from multiple sources to then create reports or dashboards that stakeholders can monitor themselves.

Why invest further in a career in advanced data analytics/data science?

Large volumes of data and the technology needed to manage and analyze it are becoming increasingly accessible. Because of this, there’s been a surge in career opportunities for people who can tell stories using data, such as senior data analysts and data scientists. These professionals collect, analyze, and interpret large amounts of data within a variety of different organizations. Their responsibilities require advanced analytical skills such as data manipulation, experimental design, predictive modeling, and machine learning.

Does the Google Advanced Data Analytics program have a portfolio project?

Each course within the certificate ends with a module where learners apply their new knowledge to simulated career experiences. In each of these modules, learners are challenged to complete projects that help them practice and demonstrate the data professional concepts taught in each course. They’re encouraged to compile these projects in a professional portfolio that showcases their advanced data analytics knowledge and skills for the job market.

Can I take the Google Advanced Data Analytics courses online?

The Google Advanced Data Analytics Certificate courses are 100% online learning. Start right away and learn on your own schedule.

How much does the Google Advanced Data Analytics Certificate cost?

In the U.S. and Canada, the subscription cost is $49 USD per month after an initial 7-day free trial period. Google Career Certificates are completely self-paced, and many learners complete their Certificate in three to six months.

In other countries where Google Career Certificates are available, your cost may be lower. To see the exact cost in your local currency, please visit the Coursera page and view the enrollment options.

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

If you’re planning to attend a degree program, you can utilize ACE®️ recommendations, the industry standard for translating workplace learning into college credit. Learners can earn a recommendation of 12 college credits for completing the Google Advanced 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 or to advance their career.

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’ll 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.

Who is the Google Advanced Data Analytics Certificate for?

The Google Advanced Data Analytics Certificate is for anyone seeking to improve their data analytics skills while learning how to use machine learning, predictive modeling, and experimental design to collect and analyze large amounts of data. This program builds on the Data Analytics Certificate or equivalent experience.

Why enroll in the Google Advanced Data Analytics Certificate?

Enrolling in the Google Advanced Data Analytics Certificate will teach you the skill set required to become a senior data analyst, junior data scientist, or data science analyst. Advanced data analysts and data scientists are responsible for collecting, analyzing, and interpreting extremely large amounts of data.

You'll learn these career-advancing skills in our certificate program through interactive content (discussion prompts, quizzes, and activities) in under six months, with less than 10 hours of flexible study per 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 roles in data analytics.

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

The courses offered in the Google Advanced Data Analytics Certificate are:

  • Foundations of Data Science
  • Go Beyond the Numbers: Translate Data into Insights
  • The Power of Statistics
  • Regression Analysis: Simplify Complex Data Relationships
  • The Nuts and Bolts of Machine Learning
  • Google Advanced Data Analytics Capstone
  • Data Analytics Capstone Project: Complete a Case Study

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

The data analysis tools and platforms included in the certificate curriculum are Jupyter Notebook, Python, and Tableau.

How quickly can you complete the Google Advanced Data Analytics Certificate?

The Google Advanced 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 seven courses that make up the certificate, you’ll need around 240 hours total.*

Where can I access the Google Advanced Data Analytics Certificate?

The Google Advanced Data Analytics Certificate is now available on Google Career Skills and Coursera.

Can the Google Career Certificates Employer Consortium help me find advanced 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 open positions. Upon completion of the Google Advanced Data Analytics Certificate, you’ll gain access to an exclusive job platform where you can easily apply for career opportunities from employers with openings.

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 Advanced Data Analytics Certificate?

After you complete the Google Advanced Data Analytics Certificate, you’ll 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.

The Google Career Certificates Employer Consortium consists of over 150 U.S. companies like Infosys, Verizon, Wells Fargo, and Google. These companies span multiple sectors and are committed to considering Google Career Certificate graduates for open positions.

Who designed the Google Advanced Data Analytics Certificate?

The Google Advanced 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 advanced theoretical and practical knowledge in data analysis and real-life problem-solving skills to further your career as a data professional.

How do I claim the 3 months of Google AI Pro?

Claim your offer by enrolling in any Google Career Certificate. The 3-month trial of Google AI Pro is included at no extra cost with your enrollment.

What happens when the 3 months end?

The plan renews at the standard rate of $19.99 per month. You can cancel at any time before the trial ends so you are not charged.

Do I have to enter a credit card to get the trial?

Yes. A valid payment method is required at sign-up, but you are not charged until the 3-month period is over.

¹Lightcast™ US Job Postings (2025: Jan. 1, 2025 - Dec. 31, 2025).

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