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

Sponsored by UNHCR - The UN Refugee Agency

161,213 already enrolled

Earn a career credential that demonstrates your expertise
4.8

(4,535 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
4.8

(4,535 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

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 career improvement
¹
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 118 hours4.7 (2,888 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: Business Intelligence
Category: Data-Driven Decision-Making
Category: Project Management
Category: Data Ethics
Category: Business
Category: Professional Networking
Category: Analytical Skills
Category: Communication
Category: Data Science
Category: Data Analysis
Category: Stakeholder Communications
Category: Data Storytelling
Category: Workflow Management

Get Started with Python

Course 224 hours4.8 (1,458 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: Pandas (Python Package)
Category: Data Analysis
Category: Data Structures
Category: Programming Principles
Category: NumPy
Category: Scripting
Category: Object Oriented Programming (OOP)
Category: Data Manipulation
Category: Jupyter

Go Beyond the Numbers: Translate Data into Insights

Course 327 hours4.7 (737 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: Data Validation
Category: Python Programming
Category: Tableau Software
Category: Pandas (Python Package)
Category: Data Manipulation
Category: Data Ethics
Category: Jupyter
Category: Data Analysis
Category: Matplotlib
Category: Data Storytelling
Category: Data Presentation
Category: Stakeholder Communications
Category: Data Processing
Category: Data Transformation

The Power of Statistics

Course 431 hours4.8 (714 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: A/B Testing
Category: Statistical Hypothesis Testing
Category: Descriptive Statistics
Category: Probability & Statistics
Category: Statistical Methods
Category: Statistical Analysis
Category: Sampling (Statistics)
Category: Statistical Programming
Category: Bayesian Statistics
Category: Statistical Inference
Category: Probability Distribution
Category: Probability
Category: Advanced Analytics
Category: Jupyter
Category: Analytics
Category: Data Analysis
Category: Data Science
Category: Statistics

Regression Analysis: Simplify Complex Data Relationships

Course 528 hours4.7 (484 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: Variance Analysis
Category: Correlation Analysis
Category: Statistical Modeling
Category: Statistical Analysis
Category: Statistics
Category: Machine Learning Methods
Category: Supervised Learning
Category: Data Analysis
Category: Statistical Machine Learning
Category: Python Programming
Category: Analytics
Category: Advanced Analytics
Category: Statistical Methods
Category: Predictive Modeling

The Nuts and Bolts of Machine Learning

Course 634 hours4.8 (464 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: Unsupervised Learning
Category: Supervised Learning
Category: Random Forest Algorithm
Category: Decision Tree Learning
Category: Machine Learning Algorithms
Category: Feature Engineering
Category: Applied Machine Learning
Category: Machine Learning
Category: Advanced Analytics
Category: Performance Tuning
Category: Data Ethics
Category: Predictive Modeling
Category: Python Programming
Category: Analytics

Google Advanced Data Analytics Capstone

Course 78 hours4.8 (1,066 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: Data Analysis
Category: Advanced Analytics
Category: Data Visualization
Category: Data Science
Category: Portfolio Management
Category: Machine Learning
Category: Statistical Analysis
Category: Data-Driven Decision-Making
Category: Predictive Modeling
Category: Interviewing Skills
Category: Business Analytics
Category: Regression Analysis

Instructor

Google Career Certificates

Top Instructor

Google
325 Courses11,726,431 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

Placeholder

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."
Placeholder

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.