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

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4.8

(4,103 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

(4,103 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

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Add to your LinkedIn profile

Taught in English

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

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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
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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

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Earn a career certificate

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Professional Certificate - 7 course series

Foundations of Data Science

Course 124 hours4.7 (2,619 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 (1,356 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 hours4.7 (688 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 (666 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 (438 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 (420 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 hours4.8 (949 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
326 Courses11,178,913 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

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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.

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Frequently asked questions

²Positive career outcome (e.g., new job, promotion, or raise) within six months of completion. Based on program graduate survey, United States 2022. *Claim this limited-time offer by November 30, 11:59 PM PT. Valid for new Google Professional Certificate purchase only, limited to one per person. Offer only valid on English and Spanish certificate versions. Cannot be used in conjunction with other offers. Coursera reserves the right to modify or cancel the promotion at any time. Free enrollment into Google AI Essentials triggered upon purchase of Google Professional Certificate subscription. Access to Google AI Essentials is 180 days from purchase date of Google Professional Certificate. Coursera reserves the right to revoke Google AI Essentials access if the learner does not pay for Google Professional Certificate. Offer value may differ based on location. Terms for promotional offers apply.