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.

Google Career Certificates

Top Instructor

Access provided by Coursera Learning Team

174,652 already enrolled

Earn a career credential that demonstrates your expertise
4.7

(4,909 reviews)

Advanced level

Recommended experience

Flexible schedule
6 months, 10 hours a week
Learn at your own pace
Build toward a degree
Earn a career credential that demonstrates your expertise
4.7

(4,909 reviews)

Advanced level

Recommended experience

Flexible schedule
6 months, 10 hours a week
Learn at your own pace
Build toward a degree

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

Taught in English

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

 logos of Petrobras, TATA, Danone, Capgemini, P&G and L'Oreal

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
75%
of certificate graduates report career improvement
¹
Coursera Career Certificate

Earn a career certificate

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

Share it on social media and in your performance review

Coursera Career Certificate

Professional Certificate - 7 course series

Foundations of Data Science

Course 116 hours4.7 (3,085 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: Data-Driven Decision-Making
Category: Project Management
Category: Professional Networking
Category: Data Science
Category: Analytical Skills
Category: Business Workflow Analysis
Category: Stakeholder Communications
Category: Data Storytelling
Category: Data Analysis
Category: Workflow Management
Category: Data Ethics
Category: Business
Category: Communication

Get Started with Python

Course 224 hours4.8 (1,523 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: Computer Programming
Category: Programming Principles
Category: Data Manipulation
Category: Pandas (Python Package)
Category: Jupyter
Category: Object Oriented Programming (OOP)
Category: Data Structures
Category: NumPy
Category: Data Analysis
Category: Data Processing
Category: Technical Communication
Category: Scripting

Go Beyond the Numbers: Translate Data into Insights

Course 327 hours4.7 (772 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: Exploratory Data Analysis
Category: Data Visualization Software
Category: Data Cleansing
Category: Python Programming
Category: Data Validation
Category: Tableau Software
Category: Pandas (Python Package)
Category: Data Ethics
Category: Data Manipulation
Category: Stakeholder Communications
Category: Jupyter
Category: Data Storytelling
Category: Matplotlib
Category: Data Analysis
Category: Data Wrangling
Category: Data Transformation

The Power of Statistics

Course 431 hours4.8 (771 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: Statistical Inference
Category: A/B Testing
Category: Descriptive Statistics
Category: Statistical Analysis
Category: Bayesian Statistics
Category: Statistical Hypothesis Testing
Category: Probability Distribution
Category: Sampling (Statistics)
Category: Statistical Programming
Category: Probability
Category: Data Analysis
Category: Statistics
Category: Statistical Methods

Regression Analysis: Simplify Complex Data Relationships

Course 528 hours4.7 (512 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: Regression Analysis
Category: Correlation Analysis
Category: Variance Analysis
Category: Statistical Modeling
Category: Statistical Methods
Category: Machine Learning Methods
Category: Supervised Learning
Category: Data Analysis
Category: Statistics
Category: Statistical Machine Learning
Category: Statistical Analysis
Category: Analytics
Category: Advanced Analytics
Category: Python Programming
Category: Predictive Modeling

The Nuts and Bolts of Machine Learning

Course 634 hours4.8 (501 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: Random Forest Algorithm
Category: Unsupervised Learning
Category: Supervised Learning
Category: Decision Tree Learning
Category: Machine Learning
Category: Machine Learning Algorithms
Category: Applied Machine Learning
Category: Feature Engineering
Category: Data Ethics
Category: Performance Tuning
Category: Python Programming
Category: Advanced Analytics
Category: Analytics
Category: Predictive Modeling

Google Advanced Data Analytics Capstone

Course 78 hours4.9 (1,163 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: Advanced Analytics
Category: Data Science
Category: Machine Learning
Category: Regression Analysis
Category: Business Analytics
Category: Data Analysis
Category: Portfolio Management
Category: Predictive Modeling
Category: Statistical Analysis
Category: Data Visualization
Category: Interviewing Skills
Category: Data-Driven Decision-Making

Instructor

Google Career Certificates

Top Instructor

Google
326 Courses12,304,204 learners

Offered by

Google

Build toward a degree

When you complete this Professional Certificate, you may be able to have your learning recognized for credit if you are admitted and enroll in one of the following online degree programs.¹
ACE Logo

Degree credit eligible

This Professional Certificate has ACE® recommendation. It is eligible for college credit at participating U.S. colleges and universities. Note: The decision to accept specific credit recommendations is up to each institution.

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."
Coursera Plus

Open new doors with Coursera Plus

Unlimited access to 10,000+ 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

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