Google
Google Advanced Data Analytics Professional Certificate
Google

Google Advanced Data Analytics Professional Certificate

Learn in-demand skills like statistical analysis, Python, regression models, and machine learning in less than 6 months.

Taught in English

Some content may not be translated

Google Career Certificates

Top Instructor

99,779 already enrolled

Included with Coursera Plus

Professional Certificate - 7 course series

Earn a career credential that demonstrates your expertise

4.8

(2,725 reviews)

Advanced level

Recommended experience

6 months at 10 hours a week
Flexible schedule
Learn at your own pace
Earn degree credit

What you'll learn

  • Explore the roles of data professionals within an organization

  • Create data visualizations and apply statistical methods to investigate data

  • Build regression and machine learning models to analyze and interpret data

  • Communicate insights from data analysis to stakeholders

Details to know

Shareable certificate

Add to your LinkedIn profile

Professional Certificate - 7 course series

Earn a career credential that demonstrates your expertise

4.8

(2,725 reviews)

Advanced level

Recommended experience

6 months at 10 hours a week
Flexible schedule
Learn at your own pace
Earn degree credit

See how employees at top companies are mastering in-demand skills

Placeholder

Advance your career with in-demand skills

  • Receive professional-level training from Google
  • Demonstrate your technical proficiency
  • Earn an employer-recognized certificate from Google
  • Qualify for in-demand job titles: senior data analyst, junior data scientist, data science analyst
Placeholder
75%
of certificate graduates report positive career outcome
¹

Get exclusive access to career resources upon completion

  • Resume review

    Improve your resume and LinkedIn with personalized feedback

  • Interview prep

    Practice your skills with interactive tools and mock interviews

  • Career support

    Plan your career move with Coursera’s job search guide

Connect with 150+ U.S. hiring organizations in Google’s Employer Consortium

  • Placeholder
  • Placeholder
  • Placeholder
  • Placeholder
  • Placeholder

²Positive career outcome (e.g., new job, promotion, or raise) within six months of completion. Based on program graduate survey, United States 2022.

Placeholder

Earn a career certificate

Add this credential to your LinkedIn profile, resume, or CV

Share it on social media and in your performance review

Placeholder

Professional Certificate - 7 course series

Foundations of Data Science

Course 125 hours4.7 (1,816 ratings)

What you'll learn

  • Understand common careers and industries that use advanced data analytics

  • Investigate the impact data analysis can have on decision-making

  • Explain how data professionals preserve data privacy and ethics 

  • Develop a project plan considering roles and responsibilities of team members

Skills you'll gain

Category: regression modeling
Category: Python Programming
Category: Statistical Analysis
Category: Effective Communication
Category: Predictive Modelling

Get Started with Python

Course 230 hours4.8 (985 ratings)

What you'll learn

  • Explain how Python is used by data professionals

  • Explore basic Python building blocks, including syntax and semantics

  • Understand loops, control statements, and string manipulation

  • Use data structures to store and organize data 

Skills you'll gain

Category: Python Programming
Category: Jupyter Notebook
Category: Coding
Category: Using Comments to Enhance Code Readability
Category: Data Visualization

Go Beyond the Numbers: Translate Data into Insights

Course 332 hours4.8 (518 ratings)

What you'll learn

  • Apply the exploratory data analysis (EDA) process

  • Explore the benefits of structuring and cleaning data

  • Investigate raw data using Python

  • Create data visualizations using Tableau 

Skills you'll gain

Category: Project Management
Category: Sharing Insights With Stakeholders
Category: Cross-Functional Team Dynamics
Category: Asking Effective Questions
Category: Effective Written Communication

The Power of Statistics

Course 437 hours4.8 (482 ratings)

What you'll learn

  • Explore and summarize a dataset

  • Use probability distributions to model data

  • Conduct a hypothesis test to identify insights about data

  • Perform statistical analyses using Python 

Skills you'll gain

Category: Data Analysis
Category: Python Programming
Category: Machine Learning
Category: Technical Interview Preparation
Category: Executive Summaries

Regression Analysis: Simplify Complex Data Relationships

Course 532 hours4.7 (313 ratings)

What you'll learn

  • Investigate relationships in datasets

  • Identify regression model assumptions 

  • Perform linear and logistic regression using Python

  • Practice model evaluation and interpretation

Skills you'll gain

Category: Probability Distribution
Category: Python Programming
Category: Statistical Analysis
Category: Effective Communication
Category: Statistical Hypothesis Testing

The Nuts and Bolts of Machine Learning

Course 636 hours4.8 (287 ratings)

What you'll learn

  • Identify characteristics of the different types of machine learning

  • Prepare data for machine learning models 

  • Build and evaluate supervised and unsupervised learning models using Python

  • Demonstrate proper model and metric selection for a machine learning algorithm

Skills you'll gain

Category: Stack Overflow
Category: Python Programming
Category: Machine Learning
Category: Effective Communication
Category: Predictive Modelling

Google Advanced Data Analytics Capstone

Course 79 hours4.9 (589 ratings)

What you'll learn

  • Examine data to identify patterns and trends

  • Build models using machine learning techniques

  • Create data visualizations

  • Explore career resources

Skills you'll gain

Category: Python Programming
Category: Effective Communication
Category: Tableau Software
Category: Data Visualization
Category: Exploratory Data Analysis

Instructor

Google Career Certificates

Top Instructor

Google
324 Courses9,582,040 learners

Offered by

Google

Get a head start on your degree

When you complete this Professional Certificate, you can earn college credit if you are admitted and enroll in one of the following online degree programs.¹

Why people choose Coursera for their career

Felipe M.
Learner since 2018
"To be able to take courses at my own pace and rhythm has been an amazing experience. I can learn whenever it fits my schedule and mood."
Jennifer J.
Learner since 2020
"I directly applied the concepts and skills I learned from my courses to an exciting new project at work."
Larry W.
Learner since 2021
"When I need courses on topics that my university doesn't offer, Coursera is one of the best places to go."
Chaitanya A.
"Learning isn't just about being better at your job: it's so much more than that. Coursera allows me to learn without limits."

New to Data Analysis? Start here.

Placeholder

Open new doors with Coursera Plus

Unlimited access to 7,000+ world-class courses, hands-on projects, and job-ready certificate programs - all included in your subscription

Advance your career with an online degree

Earn a degree from world-class universities - 100% online

Join over 3,400 global companies that choose Coursera for Business

Upskill your employees to excel in the digital economy

Frequently asked questions