Google Advanced Data Analytics

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

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

Course Series

1. Foundations of Data Science
   This is the first of seven courses in the Google Advanced Data Analytics Certificate, which will help develop the skills needed to apply for more advanced data professional roles, such as an entry-level data scientist or advanced-level data analyst.
2. Get Started with Python
   This is the second of seven courses in the Google Advanced Data Analytics Certificate. The Python programming language is a powerful tool for data analysis. In this course, you’ll learn the basic concepts of Python programming and how data professionals use Python on the job.
3. Go Beyond the Numbers: Translate Data into Insights
   This is the third of seven courses in the Google Advanced Data Analytics Certificate. In this course, you’ll learn how to find the story within data and tell that story in a compelling way.
4. The Power of Statistics
   This is the fourth of seven courses in the Google Advanced Data Analytics Certificate. In this course, you’ll discover how data professionals use statistics to analyze data and gain important insights. You’ll explore key concepts such as descriptive and inferential statistics, probability, sampling, confidence intervals, and hypothesis testing.
5. Regression Analysis: Simplify Complex Data Relationships
   This is the fifth of seven courses in the Google Advanced Data Analytics Certificate. Data professionals use regression analysis to discover the relationships between different variables in a dataset and identify key factors that affect business performance
6. The Nuts and Bolts of Machine Learning
   This is the sixth of seven courses in the Google Advanced Data Analytics Certificate. In this course, you’ll learn about machine learning, which uses algorithms and statistics to teach computer systems to discover patterns in data.
7. Google Advanced Data Analytics Capstone
   This is the seventh and final course of the Google Advanced Data Analytics Certificate. In this course, you have the opportunity to complete an optional capstone project that includes key concepts from each of the six preceding courses
8. Accelerate Your Job Search with AI
   All Google Career Certificates now include an optional course, Accelerate Your Job Search with AI. This course was designed by experts at Google and informed by employers, workforce nonprofits, and educational institutions, to help you navigate your path to your next role more efficiently and confidently.