Learn Data Analytics skills with Google
Build your data analytics toolkit, one course at a time. Gain targeted skills in R programming, Tableau and more from the Google Data Analytics Certificate program. Choose to learn specific skills, or complete the full series to earn your professional credential. No degree required.
Choose a course that’s right for you
Data Analytics Fundamentals
Explore the data ecosystem, analyst roles, and core tools to build your data analytics foundation.
SKILLS YOU'LL LEARN
- Data Ecosystems
- Spreadsheet Basics
- SQL Basics
- Analytical Thinking
- Data Life Cycle
- Data Visualization
Strategic Thinking & Data-Driven Decision Making
Learn to ask effective questions, share data via dashboards, and manage stakeholder expectations.
SKILLS YOU'LL LEARN
- Structured Thinking
- SMART Goals
- Effective Questioning
- Stakeholder Management
- Business Communication
- Dashboard Creation
Preparing Data for Exploration
Learn how to collect, protect, and organize data while understanding bias, ethics, and security.
SKILLS YOU'LL LEARN
- Data Collection
- Data Ethics
- Database Structures
- Bias Identification
- Metadata Management
- Data Security
Data Cleaning with SQL
Ensure data integrity by cleaning and transforming raw data using SQL and spreadsheets.
SKILLS YOU'LL LEARN
- Data Cleaning
- SQL Data Transformation
- Data Integrity
- Data Verification
- Sample Sizing
- Reporting Results
Data Analysis & Calculations
Understand how to organize, format, and aggregate data to perform complex calculations and address business objectives
SKILLS YOU'LL LEARN
- Data Aggregation
- Pivot Tables
- SQL Calculations
- Complex Formulas
- Sorting & Filtering
- Data Formatting
Data Visualization & Tableau
Create compelling dashboards and narratives using Tableau to share data insights effectively.
SKILLS YOU'LL LEARN
- Tableau
- Data Storytelling
- Dashboard Creation
- Presentation Skills
- Visual Design Principles
- Accessibility
R Programming for Data Analysis
Learn the R programming language and RStudio to clean, analyze, and visualize data.
SKILLS YOU'LL LEARN
- R Programming
- RStudio Environment
- Tidyverse
- R Markdown
- Statistical Analysis
- Ggplot2
Data Analytics Capstone Project
Create a comprehensive data analytics case study for your job portfolio.
SKILLS YOU'LL LEARN
- Portfolio Development
- Case Study Analysis
- Interview Preparation
- Job Search Strategy
- Final Presentation
- AI for Analytics
AI for your Job Search
Use Google AI tools to build your resume, organize job applications, and ace interviews.
SKILLS YOU'LL LEARN
- Using Generative AI
- Prompt Engineering
- Professional Development
- Interview Skills
- Resume Building
- STAR Method
Take your career to the next level
Qualify for in-demand jobs in data analytics
1Lightcast™ US Job Postings (2024: Jan. 1, 2024 - Dec. 31, 2024)
Subscribe to Grow with Google updates
By clicking subscribe, you consent to receive email communication from Grow with Google and its programs. Your information will be used in accordance with Google Privacy Policy and you may opt out at any time by clicking unsubscribe at the bottom of each communication.
