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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


  • A

    Arizona State University

    Sustainability Analyst Fundamentals

    Skills you'll gain: Program Implementation, Plan Execution, Sustainable Development, Business Planning, Data Analysis, Sustainability Reporting, Spreadsheet Software, Professional Development, Contract Management, Waste Minimization, Marketing and Public Relations, Analysis, Policy Development, Annual Reports, Interactive Learning, Sustainable Business, Environmental Policy, Vendor Contracts, Business Writing, Project Management

    4.5 stars, 110 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.5 (110) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • I

    Illinois Tech

    Bayesian Computational Statistics

    Skills you'll gain: Bayesian Statistics, Data Analysis, Statistical Inference, Regression Analysis, Data Analysis Software, Statistical Methods, Statistical Analysis, Statistical Modeling, Statistical Programming, Statistical Software, Sampling (Statistics), R (Software), R Programming, Numerical Analysis, Markov Model, Logistic Regression, Probability, Simulations, Model Evaluation, Probability Distribution

    Intermediate · Course · 1 - 3 Months

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

    Packt

    120 Quick Stata Tips

    Skills you'll gain: Stata, STATA (Software), Scripting, Plot (Graphics), Statistical Visualization, Data Visualization, Graphing, Data Visualization Software, Data Manipulation, Statistical Methods, Data Analysis, Data Management, Statistical Programming, Debugging, Data Integrity

    Beginner · Course · 1 - 3 Months

  • A

    American Psychological Association

    t-Tests of Hypotheses About Means

    Skills you'll gain: Sample Size Determination, Statistical Hypothesis Testing, Statistical Methods, Statistical Reporting, Quantitative Research, Statistical Analysis, Probability & Statistics, Sampling (Statistics), Statistical Inference, Descriptive Statistics, Statistics, Probability Distribution, Data Analysis, Regression Analysis, Research Design, Research, Psychology

    Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Building a Machine Learning Solution

    Skills you'll gain: Exploratory Data Analysis, Model Evaluation, Data Collection, Model Deployment, Data Ethics, Machine Learning Software, Model Training, Feature Engineering, Data Cleansing, Responsible AI, Machine Learning Methods, Applied Machine Learning, Data Analysis, Statistical Analysis, Machine Learning, Statistical Methods, Application Deployment, Generative AI, Data Preprocessing, Continuous Monitoring

    Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • S

    STARWEAVER

    Matlab and Simulink Basics

    Skills you'll gain: Matlab, Data Visualization, Engineering Practices, Data Analysis, Model Based Systems Engineering, Applied Mathematics, Computer Programming, Data Integration, Data Manipulation

    4.1 stars, 58 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.1 (58) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • L

    Logical Operations

    Tableau Desktop: Part 2

    Skills you'll gain: Tableau Software, Data Analysis, Data Visualization Software, Dashboard Creation, Spreadsheet Software, Data Presentation, Dashboard, Trend Analysis, Statistical Visualization, Data Visualization, Interactive Data Visualization, Microsoft Excel, Content Scheduling, Data Transformation, Predictive Analytics, Statistical Analysis, Forecasting, Microsoft PowerPoint, Productivity Software, Data Management

    Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • B

    Birla Institute of Technology & Science, Pilani

    Introduction to Bioinformatics

    Skills you'll gain: Bioinformatics, Biotechnology, Data Management, Informatics, Clinical Data Management, Data Analysis, Data Mining, Applied Machine Learning, Unsupervised Learning, Cell Biology, Scientific Visualization, Large Language Modeling, LLM Application, Data Preprocessing, Correlation Analysis, Chemical and Biomedical Engineering, Dimensionality Reduction, Computational Thinking, Markov Model, Algorithms

    4 stars, 11 reviews, Beginner, Course, 1 - 3 Months

    ★ 4 (11) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
    Category: Build toward a degree
    Build toward a degree
  • E

    Edureka

    Introduction to PySpark

    Skills you'll gain: PySpark, Apache Spark, Data Management, Distributed Computing, Apache Hadoop, Data Processing, Data Manipulation, Data Analysis, Exploratory Data Analysis, Python Programming

    3.6 stars, 53 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 3.6 (53) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • E

    EDUCBA

    Python: Master House Price Prediction with Linear Regression

    Skills you'll gain: Model Evaluation, Feature Engineering, Exploratory Data Analysis, Data Preprocessing, Predictive Modeling, Predictive Analytics, Data Wrangling, Regression Analysis, Data Analysis, Applied Machine Learning, Data Cleansing, Statistical Modeling, Data Science, Data Transformation, Machine Learning, Correlation Analysis

    Mixed · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • C

    Coursera

    Product Reviews Text-based Search - OpenAI Text Embedding

    Skills you'll gain: OpenAI API, Embeddings, Dimensionality Reduction, AI Integrations, OpenAI, Text Mining, Generative AI, Python Programming, Data Analysis, Program Development, Data Manipulation

    Intermediate · Guided Project · Less Than 2 Hours

  • M

    Microsoft

    Getting Started with Microsoft Copilot

    Skills you'll gain: Microsoft Copilot, Microsoft 365, Microsoft Office, Microsoft Teams, Productivity Software, Microsoft Outlook, Taking Meeting Minutes, AI Integrations, Microsoft PowerPoint, Data Storytelling, Microsoft Excel, Business Writing, Writing, Presentations, Data Analysis, Generative AI, Business Communication, Target Audience, Verification And Validation

    4.6 stars, 116 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (116) · Beginner · Course · 1 - 3 Months

    Category: New
    New
    Category: Free
    Free
1…464748…160

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

  • Sustainability Analyst Fundamentals: Arizona State University
  • Bayesian Computational Statistics: Illinois Tech
  • 120 Quick Stata Tips: Packt
  • t-Tests of Hypotheses About Means: American Psychological Association
  • Building a Machine Learning Solution: Coursera
  • Matlab and Simulink Basics: STARWEAVER
  • Tableau Desktop: Part 2: Logical Operations
  • Introduction to Bioinformatics: Birla Institute of Technology & Science, Pilani
  • Introduction to PySpark: Edureka
  • Python: Master House Price Prediction with Linear Regression: EDUCBA

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