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

Google Career Certificates

Top Instructor

90,772 already enrolled

Included with Coursera Plus

Professional Certificate - 7 course series

Earn a career credential that demonstrates your expertise

4.8

(2,539 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

(2,539 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 (1,720 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 (928 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 (483 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 (446 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 (294 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 (274 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 (535 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
323 Courses9,257,463 learners

Offered by

Google

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