This certificate is currently available globally in English. We are working on adding more languages soon. Some tools - like the employer consortium - are only available in the United States at this time. Please check back here for updates.

You will practice using tools and platforms including Jupyter Notebook, Kaggle, Python, and Tableau.

This program assumes prior knowledge of foundational analytical principles, skills, and tools. These include data types, data strategy, data integrity, data cleaning, data aggregation, data analysis, and best practices when information-sharing. It also requires an understanding of spreadsheets, databases and structured query language, programming concepts, data visualization, and dashboards. This advanced certificate builds on your data analytics skills and experience to help you take your career to the next level. It’s designed for people working in the field of data analytics or for those with foundational skills from the Google Data Analytics Certificate or a similar program.

We highly recommend taking the seven courses in this certificate program in the order presented, as the content builds on information from earlier courses.

After graduating from this certificate program, you will be prepared for job titles like senior data analyst, data analyst II, associate data scientist, junior data scientist, data analytics scientist, data science analyst, and data analytics consultant.

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.

Senior data analysts and data scientists are responsible for collecting, analyzing, and interpreting large amounts of data within a variety of different organizations. These roles require more advanced analytical skills such as data manipulation, experimental design, predictive modeling, and machine learning.

Google Career Certificates are designed to prepare you for an entry-level role in job fields like data analytics, digital marketing & e-commerce, IT support, project management, and UX design. Advanced Google Career Certificates go deeper in these fields, build on your foundational skills, and are designed to take your career to the next level. 

Upon completion of an advanced Google Career Certificate, like this one, certificate graduates in the U.S. will have the option to share their information with top U.S. employers that are hiring professionals, like Deloitte, Target, Verizon, and of course, Google. Employer consortiums are currently available in the U.S., Canada, India, Singapore, Indonesia and are coming to more countries soon. The employers included will vary by country.

In addition to expert-led training and hands-on projects designed to prepare you for a job, you'll get access to an interview practice tool, mock interviews and resume building workshops, career coaching sessions and more. You'll also be able to connect with over 150 U.S. employers who are searching for candidates who have completed a Google Career Certificate.

Google had long faced an issue that many other companies also contend with: We had open IT support roles, but not enough qualified candidates to fill them. So we built and tested a training program to provide pathways to jobs in technical support at Google for people with no college degree or experience. In 2018, Google launched the IT Support Certificate so that this training could be available to everyone. Since then, thousands of people have completed the program. In the United States, 75% of certificate graduates report a positive career outcome (e.g., new job, promotion, or raise) within six months of completion.¹

When we saw the positive impact this program was having on people all over the world, we expanded into additional fast-growing, high-paying career fields: cybersecurity, data analytics, digital marketing & e-commerce, project management and UX design. Built and taught by Google, these certificates prepare people from all backgrounds for jobs in fields with great demand for qualified candidates. No degree or previous experience is required. Graduates get the chance to connect directly with over 150 U.S. employers who are accepting Google Career Certificates for open jobs.

¹Based on program graduate survey, United States, 2022.

¹Based on program graduate survey responses, United States 2021

Those planning to attend a degree program can utilize ACE®️ recommendations or ECTS recommendations, the industry standard for translating workplace learning to college credit. Learners can earn an ACE recommendation of up to 9 college credits, or 8 ECTS credits, for completing the Advanced Data Analytics Certificate. 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 ® ️ or ECTS 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.