Learn Data Analytics Skills with Google
Build your data analytics toolkit, one course at a time. Gain job-ready skills in SQL, Python , and more from the Google Data Analytics Certificate. Choose to learn specific skills, or complete the full series to earn your professional certificate. No experience required.
Choose the skill that’s right for you
Data Analytics Fundamentals
Explore the data ecosystem, data strategy, 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
Data Analysis Using Python
Build a foundational understanding of Python syntax, logic, and data organization techniques used by modern data professionals.
SKILLS YOU'LL LEARN
- Python Programming
- NumPy
- Pandas (Python Package)
- Loops & Strings
- Data Structures
- Conditional Statements
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
Job Search with AI
Use Google AI tools to build your resume, organize job applications, and ace interviews.
SKILLS YOU'LL LEARN
- Using Generative AI
- Prompt Writing
- Professional Development
- Interview Skills
- Resume Building
- STAR Method
Expand your professional toolkit
Build job-ready skills for data analytics roles
Job-Ready Skills
1Lightcast™ US Job Postings (2024: Jan. 1, 2024 - Dec. 31, 2024)
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