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Data Analysis Courses for Beginners

Beginner data analysis courses can help you learn data collection techniques, basic statistical concepts, data visualization, and interpretation of results. You can build skills in using spreadsheets for data manipulation, creating charts for visual representation, and applying descriptive statistics to summarize findings. Many courses introduce tools like Excel, Google Sheets, and data visualization software such as Tableau, showing you how to effectively analyze and present data to support decision-making.

Popular Beginner Data Analysis Courses and Certifications


  • U

    University of California San Diego

    Capstone: Analyzing (Social) Network Data

    Skills you'll gain: Social Network Analysis, Network Analysis, Peer Review, Graph Theory, Technical Communication, Data Structures, Data Presentation, Algorithms, Analysis

    4.7 stars, 101 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.7 (101) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • T

    Technics Publications

    Data Modeling Fundamentals

    Skills you'll gain: Data Modeling, Database Design, Network Model, Data Architecture, Database Development, Data Strategy, Database Software, Database Theory, Databases, Database Application, Database Administration, Relational Databases, Database Systems, Database Management Systems, Data Governance, Database Architecture and Administration, Database Management, Business Analysis, Graph Theory, Business Analytics

    Beginner · Course · 1 - 3 Months

    Category: New
    New
  • U

    University of California San Diego

    Python Data Products for Predictive Analytics

    Skills you'll gain: Model Evaluation, Model Deployment, Supervised Learning, Feature Engineering, Predictive Modeling, Data Processing, Data Manipulation, Predictive Analytics, MLOps (Machine Learning Operations), Statistical Machine Learning, Web Frameworks, Classification Algorithms, Machine Learning Methods, Model Training, Data Visualization, Statistical Modeling, Interactive Data Visualization, Design Thinking, Machine Learning, Python Programming

    4.3 stars, 311 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.3 (311) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Data Visualization & Storytelling in Python

    Skills you'll gain: Data Storytelling, Plotly, Data Presentation, Matplotlib, Interactive Data Visualization, Seaborn, Plot (Graphics), Data Visualization, Data Visualization Software, Statistical Visualization

    4.9 stars, 11 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.9 (11) · Beginner · Guided Project · Less Than 2 Hours

  • U

    University of Michigan

    Data-Oriented Python Programming and Debugging

    Skills you'll gain: NumPy, Debugging, Pandas (Python Package), Statistics, Correlation Analysis, Data Analysis, Statistical Programming, Descriptive Statistics, Exploratory Data Analysis, Data Wrangling, Data Preprocessing, LLM Application, Data-oriented programming, Code Reusability, Numerical Analysis, Critical Thinking, Functional Design

    4 stars, 24 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4 (24) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Data Engineering: Pipelines, ETL, Hadoop

    Skills you'll gain: Data Pipelines, Apache Hadoop, Extract, Transform, Load, Dataflow, Data Transformation, Apache Hive, Data Strategy, Data-Driven Decision-Making, Big Data, Data Warehousing, Data Architecture, Apache Spark, Data Integration, Data Processing, Data Management, Data Analysis, Scalability

    4.7 stars, 13 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (13) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Business Case Writing with Analysis and Frameworks

    Skills you'll gain: Stakeholder Analysis, Business Writing, Gap Analysis, Stakeholder Management, Business Analysis, Proposal Writing, Proposal Development, Stakeholder Engagement, Cost Estimation, Business Consulting, Consulting, Business Strategy, Decision Making, Analysis, Data-Driven Decision-Making, Management Consulting, Organizational Strategy, Business, Case Management, Finance

    Mixed · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • U

    University of California, Davis

    Big Data, Artificial Intelligence, and Ethics

    Skills you'll gain: Data Ethics, Artificial Intelligence, Research, Natural Language Processing, Big Data, Research Methodologies, AI literacy, Social Sciences, Applied Machine Learning, Responsible AI, Machine Learning, Ethical Standards And Conduct, Case Studies, Algorithms

    4.6 stars, 778 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (778) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • G

    Google Cloud

    Google Workspace Data Governance

    Skills you'll gain: Data Governance, Data Loss Prevention, Gmail, Google Workspace, Information Management, Data Management, Data Security, Document Management, Records Management, Data Storage, Data Import/Export, Email Security, System Configuration

    4.8 stars, 673 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (673) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • S

    SkillUp

    Foundations of Healthcare Data Analytics

    Skills you'll gain: Health Care Procedure and Regulation, Health Informatics, Data Wrangling, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Data Preprocessing, Health Information Management and Medical Records, Health Policy, Data Processing, Data Compilation, Data Analysis, Descriptive Analytics, Database Design, Medical Billing and Coding, Relational Databases, Data Integration, Spreadsheet Software

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • A

    Arizona State University

    Learn English Now: Academic and Professional Analysis

    Skills you'll gain: Environment, Critical Thinking, Culture, English Language, AI literacy, Environmental Issue, Psychology, Intercultural Competence, Investigation, Cultural Sensitivity, Systems Thinking, Research, Sustainable Systems, Science and Research, Social Sciences, Language Competency, Language Learning, Vocabulary, Verbal Communication Skills, Communication

    Advanced · Specialization · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Statistical Modeling for Data Science Applications

    Skills you'll gain: Statistical Inference, Statistical Modeling, Statistical Hypothesis Testing, Regression Analysis, R Programming, Data Ethics, Statistical Analysis, Experimentation, Research Design, Statistical Methods, Data Science, Data Analysis, R (Software), Statistical Programming, Predictive Modeling, Predictive Analytics, Probability & Statistics, Advanced Analytics, Data Modeling, General Science and Research

    4.2 stars, 69 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.2 (69) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
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In summary, here are 10 of our most popular data analysis courses

  • Capstone: Analyzing (Social) Network Data: University of California San Diego
  • Data Modeling Fundamentals: Technics Publications
  • Python Data Products for Predictive Analytics: University of California San Diego
  • Data Visualization & Storytelling in Python: Coursera
  • Data-Oriented Python Programming and Debugging: University of Michigan
  • Data Engineering: Pipelines, ETL, Hadoop: Coursera
  • Business Case Writing with Analysis and Frameworks: EDUCBA
  • Big Data, Artificial Intelligence, and Ethics: University of California, Davis
  • Google Workspace Data Governance: Google Cloud
  • Foundations of Healthcare Data Analytics: SkillUp

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