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  2. Data Analytics

Data Analytics Courses

Data analytics courses can help you learn data visualization, statistical analysis, and data cleaning techniques. You can build skills in interpreting complex datasets, making data-driven decisions, and communicating insights effectively. Many courses introduce tools like Excel, SQL, and Tableau, that support analyzing data and presenting findings. You'll also explore methods such as regression analysis and A/B testing, which are crucial for evaluating performance and optimizing strategies.

Popular Data Analytics Courses and Certifications


  • G

    Google

    Google Advanced Data Analytics

    Skills you'll gain: Statistics, Descriptive Statistics, Logistic Regression, Decision Tree Learning, Advanced Analytics, Probability & Statistics, Probability Distribution, Statistical Inference, Applied Machine Learning, Data-Driven Decision-Making, Supervised Learning, Workflow Management, Statistical Methods, Statistical Programming, Data Cleansing, Data Manipulation, Data Structures, Interviewing Skills, NumPy, Google Gemini

    4.8 stars, 13K reviews, Advanced, Professional Certificate, 3 - 6 Months

    ★ 4.8 (13K) · Advanced · Professional Certificate · 3 - 6 Months

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • G

    Google

    Google Business Intelligence

    Skills you'll gain: Data Modeling, Stakeholder Engagement, Dashboard, Business Intelligence, Tableau Software, Extract, Transform, Load, Data Warehousing, Data Store, Database Systems, Data Visualization, Data Pipelines, Interviewing Skills, Business Process, Business Analysis, Database Design, Data Mart, Applicant Tracking Systems, Data Analysis, SQL, Stakeholder Communications

    4.8 stars, 9.7K reviews, Advanced, Professional Certificate, 3 - 6 Months

    ★ 4.8 (9.7K) · Advanced · Professional Certificate · 3 - 6 Months

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • G

    Google

    Google Advanced Data Analytics Capstone

    Skills you'll gain: Data Visualization, Regression Analysis, Advanced Analytics, Analytics, Statistical Analysis, Data Analysis, Applied Machine Learning, Business Analytics, Statistical Methods, Analytical Skills, Data Science, Machine Learning Methods, Artificial Intelligence, Python Programming, Machine Learning

    4.8 stars, 1.5K reviews, Advanced, Course, 1 - 4 Weeks

    ★ 4.8 (1.5K) · Advanced · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Corporate Finance Institute

    Practical Data Science for Data Analysts

    Skills you'll gain: Classification Algorithms, Data Preprocessing, Matplotlib, Feature Engineering, Data Visualization, Model Evaluation, Data Import/Export, Exploratory Data Analysis, Plot (Graphics), Pandas (Python Package), Data Presentation, Data Science, NumPy, Regression Analysis, Data Analysis, Data Structures, Data Transformation, Portfolio Management, Statistical Modeling, Predictive Analytics

    4.6 stars, 24 reviews, Advanced, Specialization, 3 - 6 Months

    ★ 4.6 (24) · Advanced · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
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  • E

    ESSEC Business School

    Strategic Business Analytics

    Skills you'll gain: Data-Driven Marketing, Marketing Analytics, Business Analytics, Forecasting, Peer Review, Statistical Methods, Data Presentation, Customer Analysis, Case Studies, R (Software), Information Technology, Presentations, Analytics, Digital Transformation, Advanced Analytics, Marketing Strategies, Complex Problem Solving, Analysis, R Programming, Data Analysis

    4.4 stars, 1.3K reviews, Advanced, Specialization, 3 - 6 Months

    ★ 4.4 (1.3K) · Advanced · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
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  • G

    Google

    The Power of Statistics

    Skills you'll gain: A/B Testing, Sampling (Statistics), Data Analysis, Analytics, Statistics, Descriptive Statistics, Statistical Analysis, Statistical Hypothesis Testing, Probability & Statistics, Advanced Analytics, Probability Distribution, Data Science, Statistical Inference, Statistical Programming, Statistical Methods, Probability, Python Programming

    4.8 stars, 921 reviews, Advanced, Course, 1 - 3 Months

    ★ 4.8 (921) · Advanced · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • G

    Google

    Foundations of Business Intelligence

    Skills you'll gain: Stakeholder Engagement, Business Intelligence, Business Intelligence Software, Data-Driven Decision-Making, Dashboard, Data Integration, Data Modeling, Data Analysis, Business Metrics, Plan Execution, Business Process Improvement, Business Process, Project Implementation

    4.8 stars, 2.2K reviews, Advanced, Course, 1 - 4 Weeks

    ★ 4.8 (2.2K) · Advanced · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • G

    Google

    Foundations of Data Science

    Skills you'll gain: Data Storytelling, Data Ethics, Data Analysis, Data-Driven Decision-Making, Analytics, Workflow Management, Data Science, Advanced Analytics, Analytical Skills, Project Management, Communication, Stakeholder Communications, Machine Learning

    4.7 stars, 4.1K reviews, Advanced, Course, 1 - 3 Months

    ★ 4.7 (4.1K) · Advanced · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • I

    IBM

    Data Engineering Capstone Project

    Skills you'll gain: Data Warehousing, MongoDB, IBM Cognos Analytics, Extract, Transform, Load, NoSQL, Apache Spark, IBM DB2, Big Data, Dashboard Creation, Data Store, Dashboard, Business Intelligence, Data Pipelines, Analytics, Databases, Data Architecture, Apache Airflow, Relational Databases, SQL, Python Programming

    4.7 stars, 144 reviews, Advanced, Course, 1 - 3 Months

    ★ 4.7 (144) · Advanced · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    SQL Window Functions for Analytics

    Skills you'll gain: SQL, PostgreSQL, Data Manipulation

    4.6 stars, 42 reviews, Advanced, Guided Project, Less Than 2 Hours

    ★ 4.6 (42) · Advanced · Guided Project · Less Than 2 Hours

  • M

    Microsoft

    Data-Driven Visualization

    Skills you'll gain: Microsoft Visio, Dashboard, Data Visualization, Dashboard Creation, Data Visualization Software, Interactive Data Visualization, Data Presentation, Data Validation, Data Mapping, Diagram Design, Usability Testing, Timelines, Data Integration, Real Time Data, Data Quality, Project Schedules, Data Integrity, Data Import/Export, Project Management, Automation

    Advanced · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • T

    The State University of New York

    Big Data, Genes, and Medicine

    Skills you'll gain: Bioinformatics, Big Data, Analytics, Medical Science and Research, Predictive Analytics, R Programming, Predictive Modeling, Data Cleansing, Data Preprocessing, Model Evaluation, Classification Algorithms

    4.2 stars, 288 reviews, Advanced, Course, 1 - 3 Months

    ★ 4.2 (288) · Advanced · Course · 1 - 3 Months

    Category: Preview
    Preview
1234…53

Best Data Analytics courses from Google

Top-rated Data Analytics courses offered by Google on Coursera.

  1. 1
    Google Advanced Data Analytics
    GoogleAdvanced3 - 6 Months4.8(12,840)Google
  2. 2
    Google Business Intelligence
    GoogleAdvanced3 - 6 Months4.8(9,654)Google
  3. 3
    Google Advanced Data Analytics Capstone
    GoogleAdvanced1 - 4 Weeks4.8(1,456)Google

Best Data Analytics certificate programs

Earn a certificate in Data Analytics from top universities and companies.

  1. 1
    Practical Data Science for Data Analysts
    Corporate Finance InstituteAdvanced3 - 6 Months4.6(24)Specialization
  2. 2
    Strategic Business Analytics
    ESSEC Business SchoolAdvanced3 - 6 Months4.4(1,287)Specialization

Frequently Asked Questions about Data Analytics

Data analytics is the process of collecting, cleaning, analyzing, and interpreting data to support better decisions. It often involves working with spreadsheets, databases, visualization tools, and statistical methods to find patterns or answer practical questions. Courses such as Introduction to Data Analytics from IBM and Foundations: Data, Data, Everywhere from Google introduce core concepts like data types, data-driven decision-making, and the analytics workflow. On Coursera, you can start with foundational courses and then move into tools like SQL, Excel, R, and Power BI as your confidence grows.‎

Data analytics is used in roles such as data analyst, business analyst, operations analyst, marketing analyst, financial analyst, and product analyst. These jobs often involve organizing data, creating reports or dashboards, identifying trends, and communicating insights to teams or stakeholders. Courses on this page, such as Google Data Analytics and Microsoft Data Analysis with SQL, Excel & Power BI, focus on practical skills that connect to common workplace analysis tasks. Exploring different courses can help you understand which tools and applications fit the type of role or industry you are considering.‎

Before learning data analytics, it helps to be comfortable with basic math, spreadsheets, and logical problem-solving. You do not need an advanced technical background to begin, but familiarity with tables, charts, percentages, and simple formulas can make early lessons easier to follow. Beginner-friendly options like Foundations: Data, Data, Everywhere from Google and Introduction to Data Analytics from IBM are designed to introduce the field step by step. If you are new to the topic, starting with general analytics concepts before moving into SQL, R, or visualization tools can be a useful path.‎

Skills that complement data analytics include SQL, spreadsheet analysis, data visualization, statistics, programming, and communication. SQL helps you work with databases, while Excel and visualization tools can help you organize findings and present them clearly. Courses in the page context include Microsoft Data Analysis with SQL, Excel & Power BI, Excel Skills for Data Analytics and Visualization from Macquarie University, and IBM Data Analytics with Excel and R. Building a mix of technical and communication skills can help you turn data into insights that others can understand and use.‎

You can start learning data analytics by taking an introductory course that explains the analytics process and basic tools. A good first step is to learn how data is collected, cleaned, analyzed, visualized, and used to support decisions. Courses such as Google Data Analytics, IBM Introduction to Data Analytics, and DeepLearning.AI Data Analytics offer structured ways to build from foundational concepts into applied practice. As you progress, you can choose courses focused on tools like Excel, SQL, Power BI, or R depending on your goals and comfort level.‎

Yes. You can start learning data analytics on Coursera for free in two ways:

  1. Preview the first module of many data analytics courses at no cost. This includes video lessons, readings, graded assignments, and Coursera AI (where available).
  2. Start a 7-day free trial for Specializations or Coursera Plus. This gives you full access to all course content across eligible programs within the timeframe of your trial.

If you want to keep learning, earn a certificate in data analytics, or unlock full course access after the preview or trial, you can upgrade or apply for financial aid.‎

Strong beginner courses for data analytics include Introduction to Data Analytics from IBM, Foundations: Data, Data, Everywhere from Google, and Google Data Analytics. These courses introduce core ideas such as asking data-informed questions, preparing data, analyzing results, and sharing insights. If you want to build tool-specific skills early, Excel Skills for Data Analytics and Visualization from Macquarie University or Microsoft Data Analysis with SQL, Excel & Power BI may also be helpful. Comparing course descriptions, skill lists, and difficulty levels on Coursera can help you choose a starting point that matches your background.‎

Data analytics courses typically cover data collection, data cleaning, exploratory analysis, visualization, basic statistics, and communicating insights. Many courses also introduce tools such as spreadsheets, SQL, R, Power BI, or other analytics platforms used to work with real datasets. For example, IBM Data Analytics with Excel and R focuses on Excel and R, while Microsoft Data Analysis with SQL, Excel & Power BI emphasizes common business analysis tools. Coursera course selections let you choose between broad introductions, tool-focused training, and more advanced analytics topics as your skills develop.‎

This FAQ content has been made available for informational purposes only. Learners are advised to conduct additional research to ensure that courses and other credentials pursued meet their personal, professional, and financial goals.

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