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Foundations of Data Science

This is the first course in the Google Advanced Data Analytics Certificate, which will help develop the skills needed to apply for more advanced data professional roles, such as an entry-level data scientist or advanced-level data analyst. Data professionals analyze data to help businesses make better decisions. To do this, they use powerful techniques like data storytelling, statistics, and machine learning. In this course, you’ll begin your learning journey by exploring the role of data professionals in the workplace. You’ll also learn about the project workflow PACE (Plan, Analyze, Construct, Execute) and how it can help you organize data projects. Google employees who currently work in the field will guide you through this course by providing hands-on activities that simulate relevant tasks, sharing examples from their day-to-day work, and helping you enhance your data analytics skills to prepare for your career. Learners who complete the eight courses in this program will have the skills needed to apply for data science and advanced data analytics jobs. This certificate assumes prior knowledge of foundational analytical principles, skills, and tools covered in the Google Data Analytics Certificate. By the end of this course, you will: -Describe the functions of data analytics and data science within an organization -Identify tools used by data professionals -Explore the value of data-based roles in organizations -Investigate career opportunities for a data professional -Explain a data project workflow -Develop effective communication skills

Status: Workflow Management
Status: Statistical Reporting
AdvancedCourse20 hours

Featured reviews

LS

4.0Reviewed Oct 15, 2025

I believe a focus on the planning phase should come after getting familiar with the technical parts, as I feel like that is context you are missing to fully understand how to plan a data project.

JA

5.0Reviewed Jul 15, 2023

interesting course outline and assessments given. and i also commend our various course instructors throughout our learning process for thei words of encouragement. thanks.

PB

5.0Reviewed Feb 11, 2025

Its been really helpful and relieved so much anxiety about finding work and what the journey of that looks like for a junior data analyst trying to break into the field.

AY

5.0Reviewed Aug 28, 2023

It's very useful course, I learned a lot about data science and data professionals' careers, it's very comprehensive introduction for data science and I am highly recommended.

MM

5.0Reviewed Jun 8, 2023

In this course i gain a deep knowledge about what is data science and what are all the other names, fields related with data science. How we use data to gain insights from the model.

A

5.0Reviewed Jul 8, 2023

A good introduction to data science and the job of data analyst. The course provides useful documents that will be good templates in a professional setting.

ME

5.0Reviewed Oct 9, 2024

This was a very useful course. I was pleasantly surprised by the type of content and the way it made me think. I am used to studying technical content, so this was a welcome change.

IA

5.0Reviewed Oct 16, 2025

the labs were sufficients and well organised. The follow along labs prepare you for the pratice labs and allow you to grab more of the instructional videos when you review them. Thanks coursera

SO

5.0Reviewed Nov 6, 2023

I love the course very much, it provides everything needed to get started with a data science project and proper communication with both the data teams and stakeholders.

SM

5.0Reviewed May 8, 2024

This course is more than just training a few tools. Rather, it helps to have a proper view of the principles of managing and advancing a data-related project.

RM

5.0Reviewed Sep 21, 2024

Good intro. Was able to move through quickly to suit my level of comfort with material. Was more about filling in some practical details for me, rather than introducing me to a 'whole new world'.

AB

5.0Reviewed Feb 6, 2025

Best course to kick start your career as a data analyst or other job role related to data, AI and ML. Well taught and best suited for startees and beginners.

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