• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Coursera
  • Online Degrees
  • Careers
  • Log In
  • Join for Free
    Coursera
    • Browse
    • Beginner Data Analysis

    Beginner Data Analysis Courses Online

    Learn beginner data analysis techniques using tools like Excel and Python. Understand how to clean, analyze, and visualize data for insights.

    Skip to search results

    Filter by

    Subject
    Required
     *

    Language
    Required
     *

    The language used throughout the course, in both instruction and assessments.

    Learning Product
    Required
     *

    Level
    Required
     *

    Duration
    Required
     *

    Skills
    Required
     *

    Subtitles
    Required
     *

    Educator
    Required
     *

    Explore the Beginner Data Analysis Course Catalog

    • Status: Free Trial
      Free Trial
      M

      Meta

      Introduction to Data Management

      Skills you'll gain: Data Management, Data Collection, Data Governance, Data Analysis, Information Privacy, Data Quality, Data Storage, Data Security, Data-Driven Decision-Making, Data Architecture, Data Visualization Software, Big Data, Machine Learning

      4.8
      Rating, 4.8 out of 5 stars
      ·
      95 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      I

      IBM

      Introduction to Artificial Intelligence (AI)

      Skills you'll gain: Large Language Modeling, Artificial Intelligence, OpenAI, Generative AI, Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), ChatGPT, Deep Learning, Business Transformation, Artificial Neural Networks, Digital Transformation, Prompt Engineering, Automation, Machine Learning, Governance, Business Technologies, Natural Language Processing, Computer Vision, Ethical Standards And Conduct, Applied Machine Learning

      4.7
      Rating, 4.7 out of 5 stars
      ·
      19K reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      I

      IBM

      Data Warehouse Fundamentals

      Skills you'll gain: Data Warehousing, Extract, Transform, Load, Star Schema, IBM DB2, Data Modeling, Snowflake Schema, PostgreSQL, Database Design, Data Architecture, Data Mart, Database Systems, Data Lakes, Data Validation, Data Integration, SQL, Data Cleansing, Query Languages, Data Quality

      4.5
      Rating, 4.5 out of 5 stars
      ·
      229 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Free Trial
      Free Trial
      V

      Vanderbilt University

      Generative AI SQL Database Specialist with ChatGPT

      Skills you'll gain: Prompt Engineering, ChatGPT, Database Design, Productivity, Data Migration, Generative AI, Software Documentation, SQL, Dashboard, Artificial Intelligence, Database Management, Data Visualization, Large Language Modeling, Gap Analysis, Database Architecture and Administration, Query Languages, Technical Design, Data Storytelling, Data Analysis, Debugging

      4.8
      Rating, 4.8 out of 5 stars
      ·
      6K reviews

      Intermediate · Specialization · 1 - 3 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      S
      I

      Multiple educators

      Generative AI for Growth Marketing

      Skills you'll gain: Prompt Engineering, Generative AI, AI Personalization, ChatGPT, Marketing Strategies, Email Marketing, Growth Strategies, Marketing Automation, OpenAI, Marketing Effectiveness, Marketing Analytics, Customer experience strategy (CX), Customer Engagement, Lead Generation, Large Language Modeling, Customer Insights, Artificial Intelligence, Program Development, Customer Retention, Image Analysis

      4.7
      Rating, 4.7 out of 5 stars
      ·
      6.9K reviews

      Beginner · Specialization · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      IBM IT Project Manager

      Skills you'll gain: User Story, Software Development Life Cycle, Stakeholder Engagement, Project Management Life Cycle, Resource Management, Risk Management, Peer Review, Agile Software Development, Earned Value Management, Software Architecture, Development Environment, Stakeholder Management, Agile Methodology, Project Risk Management, Kanban Principles, Team Motivation, Information Technology, Sprint Retrospectives, Interviewing Skills, Project Management

      4.7
      Rating, 4.7 out of 5 stars
      ·
      8.5K reviews

      Beginner · Professional Certificate · 3 - 6 Months

    • U

      University of Michigan

      Successful Negotiation: Essential Strategies and Skills

      Skills you'll gain: Negotiation, Contract Negotiation, Conflict Management, Mediation, Sales Strategy, Arbitration, Communication, Influencing, Planning, Decision Making, Ethical Standards And Conduct, Cultural Diversity

      4.8
      Rating, 4.8 out of 5 stars
      ·
      20K reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      C

      Corporate Finance Institute

      SQL Fundamentals for Data Analysts

      Skills you'll gain: SQL, Databases, Data Manipulation, Data Analysis, Relational Databases, Business Intelligence, Query Languages, Data Warehousing, Data Transformation

      4.8
      Rating, 4.8 out of 5 stars
      ·
      36 reviews

      Beginner · Course · 1 - 3 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      I

      IBM

      Generative AI for Educators

      Skills you'll gain: Prompt Engineering, Generative AI, ChatGPT, AI Personalization, Education Software and Technology, OpenAI, Data Ethics, Large Language Modeling, Artificial Intelligence, Program Development, Content Creation, Image Analysis, Ethical Standards And Conduct, Virtual Environment, Information Privacy, Diversity Awareness, Data Security

      4.7
      Rating, 4.7 out of 5 stars
      ·
      6.9K reviews

      Beginner · Specialization · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      D

      DeepLearning.AI

      Probability & Statistics for Machine Learning & Data Science

      Skills you'll gain: Descriptive Statistics, Bayesian Statistics, Statistical Hypothesis Testing, Probability & Statistics, Sampling (Statistics), Probability Distribution, Probability, Statistical Inference, A/B Testing, Statistical Analysis, Statistical Machine Learning, Data Science, Exploratory Data Analysis, Statistical Visualization

      4.6
      Rating, 4.6 out of 5 stars
      ·
      569 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      T

      Tableau Learning Partner

      Introduction to Business Analytics

      Skills you'll gain: Data Literacy, Tableau Software, Business Analysis, Analytics, Business Analytics, Business Intelligence, Data Analysis, Data-Driven Decision-Making, Project Management, Descriptive Analytics, Predictive Analytics

      4.7
      Rating, 4.7 out of 5 stars
      ·
      419 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Free Trial
      Free Trial
      I

      IBM

      Generative AI for Customer Support

      Skills you'll gain: Prompt Engineering, Generative AI, ChatGPT, Standard Operating Procedure, Customer Support, OpenAI, Customer Service, Customer experience improvement, Technical Support and Services, Procedure Development, Data Ethics, Large Language Modeling, Artificial Intelligence, Program Development, Customer Insights, User Feedback, Business Ethics, Language Interpretation, Translation, and Studies, Automation, Image Analysis

      4.7
      Rating, 4.7 out of 5 stars
      ·
      6.9K reviews

      Intermediate · Specialization · 1 - 3 Months

    Beginner Data Analysis learners also search

    Beginner Data Analysis
    Data Analysis
    Beginner Data Science
    Analysis
    R
    Beginner Data Analytics
    Beginner R Programming
    Data
    1…222324…834

    In summary, here are 10 of our most popular beginner data analysis courses

    • Introduction to Data Management: Meta
    • Introduction to Artificial Intelligence (AI): IBM
    • Data Warehouse Fundamentals: IBM
    • Generative AI SQL Database Specialist with ChatGPT: Vanderbilt University
    • Generative AI for Growth Marketing: Starweaver
    • IBM IT Project Manager: IBM
    • Successful Negotiation: Essential Strategies and Skills: University of Michigan
    • SQL Fundamentals for Data Analysts: Corporate Finance Institute
    • Generative AI for Educators: IBM
    • Probability & Statistics for Machine Learning & Data Science: DeepLearning.AI

    Frequently Asked Questions about Beginner Data Analysis

    Beginner data analysis is a foundational level course or skill that focuses on teaching individuals how to collect, clean, organize, interpret, and visualize data. It introduces learners to key concepts and techniques in data analysis, such as data exploration, data manipulation, and basic statistical analysis. Throughout the course, individuals will gain hands-on experience with popular data analysis tools and software, such as Excel or Python, and learn how to apply these tools to real-world datasets. By mastering beginner data analysis, learners can develop the necessary skills to understand and draw insights from data, laying a strong foundation for more advanced data analysis techniques and applications.‎

    To begin your journey in Data Analysis, there are several key skills that you should focus on learning:

    1. Mathematics and Statistics: A solid understanding of mathematical concepts such as algebra, probability, and calculus is essential for data analysis. Additionally, knowledge of statistics, including descriptive and inferential statistics, will help you analyze and interpret data accurately.

    2. Programming Language: Learning a programming language like Python or R is crucial for data analysis. These languages offer various libraries and tools that simplify data manipulation, analysis, and visualization.

    3. SQL: SQL (Structured Query Language) is commonly used for querying and managing large datasets in databases. Familiarity with SQL will enable you to retrieve, filter, and aggregate data efficiently.

    4. Data Visualization: As a data analyst, you need to be able to communicate your findings effectively. Learning data visualization tools like Tableau, Power BI, or Matplotlib will help you create visually appealing and insightful graphs, charts, and dashboards.

    5. Excel: Proficiency in Microsoft Excel is essential for data manipulation, analysis, and reporting. Understanding functions, pivot tables, and data cleaning techniques in Excel will prove beneficial throughout your data analysis journey.

    6. Data Cleaning and Preprocessing: Real-world datasets are often messy and incomplete. Acquiring skills in data cleaning and preprocessing techniques will enable you to handle missing data, remove outliers, and transform data into a usable format for analysis.

    7. Critical Thinking and Problem-Solving: Data analysis requires logical reasoning and the ability to think critically. Developing analytical thinking skills will help you ask the right questions, solve complex problems, and draw meaningful insights from data.

    Remember, data analysis is a continuous learning process, so remaining curious, adaptable, and committed to building your knowledge base will facilitate your growth in this field.‎

    With Beginner Data Analysis skills, you can start exploring entry-level roles such as Data Analyst, Junior Data Scientist, Business Intelligence Analyst, Data Engineer, and Market Research Analyst. These roles will allow you to gain practical experience in collecting, cleaning, analyzing, and presenting data, providing valuable insights to decision-makers in various industries. As you continue to develop your skills, you can progress to more advanced positions and specialize in areas such as data visualization, machine learning, or predictive analytics.‎

    Beginner Data Analysis is best suited for individuals who have a strong interest in working with data and are curious about uncovering insights and patterns. This course is ideal for those who enjoy problem-solving, critical thinking, and have a basic understanding of mathematics. Additionally, individuals who are detail-oriented, have good analytical skills, and are comfortable with technology will excel in studying Beginner Data Analysis.‎

    Here are some topics related to Beginner Data Analysis that you can study:

    1. Introduction to Data Analysis
    2. Statistics for Data Analysis
    3. Data Visualization
    4. Data Cleaning and Preprocessing
    5. Exploratory Data Analysis
    6. Introduction to Python/R for Data Analysis
    7. SQL for Data Analysis
    8. Introduction to Machine Learning for Data Analysis
    9. Data Analysis in Excel
    10. Introduction to Tableau for Data Analysis

    These topics will provide you with a strong foundation in the field of Beginner Data Analysis and equip you with the necessary skills to perform data analysis tasks effectively.‎

    Online Beginner Data Analysis courses offer a convenient and flexible way to enhance your knowledge or learn new Beginner data analysis is a foundational level course or skill that focuses on teaching individuals how to collect, clean, organize, interpret, and visualize data. It introduces learners to key concepts and techniques in data analysis, such as data exploration, data manipulation, and basic statistical analysis. Throughout the course, individuals will gain hands-on experience with popular data analysis tools and software, such as Excel or Python, and learn how to apply these tools to real-world datasets. By mastering beginner data analysis, learners can develop the necessary skills to understand and draw insights from data, laying a strong foundation for more advanced data analysis techniques and applications. skills. Choose from a wide range of Beginner Data Analysis courses offered by top universities and industry leaders tailored to various skill levels.‎

    When looking to enhance your workforce's skills in Beginner Data Analysis, it's crucial to select a course that aligns with their current abilities and learning objectives. Our Skills Dashboard is an invaluable tool for identifying skill gaps and choosing the most appropriate course for effective upskilling. For a comprehensive understanding of how our courses can benefit your employees, explore the enterprise solutions we offer. Discover more about our tailored programs at Coursera for Business here.‎

    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.

    Other topics to explore

    Arts and Humanities
    338 courses
    Business
    1095 courses
    Computer Science
    668 courses
    Data Science
    425 courses
    Information Technology
    145 courses
    Health
    471 courses
    Math and Logic
    70 courses
    Personal Development
    137 courses
    Physical Science and Engineering
    413 courses
    Social Sciences
    401 courses
    Language Learning
    150 courses

    Coursera Footer

    Technical Skills

    • ChatGPT
    • Coding
    • Computer Science
    • Cybersecurity
    • DevOps
    • Ethical Hacking
    • Generative AI
    • Java Programming
    • Python
    • Web Development

    Analytical Skills

    • Artificial Intelligence
    • Big Data
    • Business Analysis
    • Data Analytics
    • Data Science
    • Financial Modeling
    • Machine Learning
    • Microsoft Excel
    • Microsoft Power BI
    • SQL

    Business Skills

    • Accounting
    • Digital Marketing
    • E-commerce
    • Finance
    • Google
    • Graphic Design
    • IBM
    • Marketing
    • Project Management
    • Social Media Marketing

    Career Resources

    • Essential IT Certifications
    • High-Income Skills to Learn
    • How to Get a PMP Certification
    • How to Learn Artificial Intelligence
    • Popular Cybersecurity Certifications
    • Popular Data Analytics Certifications
    • What Does a Data Analyst Do?
    • Career Development Resources
    • Career Aptitude Test
    • Share your Coursera Learning Story

    Coursera

    • About
    • What We Offer
    • Leadership
    • Careers
    • Catalog
    • Coursera Plus
    • Professional Certificates
    • MasterTrack® Certificates
    • Degrees
    • For Enterprise
    • For Government
    • For Campus
    • Become a Partner
    • Social Impact
    • Free Courses
    • ECTS Credit Recommendations

    Community

    • Learners
    • Partners
    • Beta Testers
    • Blog
    • The Coursera Podcast
    • Tech Blog
    • Teaching Center

    More

    • Press
    • Investors
    • Terms
    • Privacy
    • Help
    • Accessibility
    • Contact
    • Articles
    • Directory
    • Affiliates
    • Modern Slavery Statement
    • Do Not Sell/Share
    Learn Anywhere
    Download on the App Store
    Get it on Google Play
    Logo of Certified B Corporation
    © 2025 Coursera Inc. All rights reserved.
    • Coursera Facebook
    • Coursera Linkedin
    • Coursera Twitter
    • Coursera YouTube
    • Coursera Instagram
    • Coursera TikTok