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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


  • Status: Free Trial
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    U

    University of Michigan

    GenAI in Business: Planning Framework for Implementation

    Skills you'll gain: Generative AI, AI Product Strategy, AI Enablement, Data Integration, Business Analysis, Data Quality, Technology Roadmaps, Business Solutions, Business Transformation, Business Strategy, Stakeholder Communications, Process Analysis, Decision Making, Stakeholder Engagement

    4.8
    Rating, 4.8 out of 5 stars
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    34 reviews

    Beginner · Course · 1 - 4 Weeks

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    Nanyang Technological University, Singapore

    Introduction to Complexity Science

    Skills you'll gain: Systems Engineering, Time Series Analysis and Forecasting, Social Studies, Quantitative Research, Sustainable Development, Critical Thinking and Problem Solving, Simulation and Simulation Software, Agentic systems, Systems Analysis, Computational Thinking, Mathematics and Mathematical Modeling, Graph Theory, Epidemiology, Jupyter

    4.7
    Rating, 4.7 out of 5 stars
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    35 reviews

    Beginner · Course · 1 - 3 Months

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    Coursera

    Optimize AI: Build Reusable Model Pipelines

    Skills you'll gain: Model Optimization, Model Deployment, AI Workflows, Scikit Learn (Machine Learning Library), Model Evaluation, Data Preprocessing, Version Control

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    C

    Columbia University

    Visual Perception

    Skills you'll gain: Computer Vision, Image Analysis, Dimensionality Reduction, Artificial Neural Networks, Machine Learning Methods, Graph Theory, Machine Learning Algorithms

    4.6
    Rating, 4.6 out of 5 stars
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    35 reviews

    Beginner · Course · 1 - 3 Months

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    E

    EDUCBA

    Analyze and Build Deep Learning Models with TensorFlow

    Skills you'll gain: Model Training, Application Development, Predictive Modeling, Model Optimization

    Beginner · Course · 1 - 4 Weeks

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    U

    Universitat de Barcelona

    Técnicas Microscópicas de Caracterización

    Skills you'll gain: Materials science, Microbiology, Biomedical Technology, Molecular, Cellular, and Microbiology, Laboratory Equipment, Analytical Testing, Laboratory Techniques, Image Analysis, Specimen Preparation

    4.7
    Rating, 4.7 out of 5 stars
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    814 reviews

    Mixed · Course · 1 - 3 Months

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    E

    Emory University

    Math for MBA and GMAT Prep

    Skills you'll gain: Regression Analysis, Data Visualization, Data Storytelling, Statistical Visualization, Business Mathematics, Descriptive Statistics, General Mathematics, Microsoft Excel, Statistics, Excel Formulas, Statistical Analysis, Statistical Methods, Algebra, Probability & Statistics, Calculus, Applied Mathematics, Business

    4.2
    Rating, 4.2 out of 5 stars
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    52 reviews

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    Mastering Image Segmentation with PyTorch

    Skills you'll gain: Image Analysis, Convolutional Neural Networks, Model Evaluation, Applied Machine Learning, Deep Learning, Model Training, Model Optimization, Computer Vision, Artificial Neural Networks, Machine Learning Methods, Data Preprocessing, Data Processing, Network Architecture

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Preparing Images for AI Models

    Skills you'll gain: Image Quality, Data Preprocessing, Data Cleansing, Model Training, Data Quality, Generative AI, Fine-tuning, Data Collection, Data Wrangling, Data Transformation, Data Ethics, Data Integrity, Data Management, Metadata Management

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Apply Dart Programming Fundamentals for Beginners

    Skills you'll gain: Flutter (Software), Program Development, Computational Logic

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    MEAN Stack Developer: MongoDB, ExpressJS, AngularJS & NodeJS

    Skills you'll gain: MongoDB, Node.JS, Angular, Restful API, API Design, NoSQL, Bootstrap (Front-End Framework), Database Development, Scalability, JavaScript Frameworks, Authentications, Query Languages, Operational Databases, Web Frameworks, Web Applications, Database Systems, JSON, Application Programming Interface (API), Database Management, Authorization (Computing)

    4.7
    Rating, 4.7 out of 5 stars
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    163 reviews

    Beginner · Specialization · 3 - 6 Months

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    T

    Tally Education and Distribution Services Private Limited

    Basics of Statutory Compliance and Taxation

    Skills you'll gain: Case Studies, Sales Tax, Accounting Software, Accounting and Finance Software, Tax Preparation, Tax Returns, Data Import/Export, Tax Management, Tax, Tax Compliance, Bookkeeping, Billing & Invoicing, Income Tax, Invoicing, Consolidation, Ledgers (Accounting), Tax Laws, Financial Data, Intercompany Accounting, Financial Accounting

    4.5
    Rating, 4.5 out of 5 stars
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    48 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • GenAI in Business: Planning Framework for Implementation: University of Michigan
  • Introduction to Complexity Science: Nanyang Technological University, Singapore
  • Optimize AI: Build Reusable Model Pipelines: Coursera
  • Visual Perception: Columbia University
  • Analyze and Build Deep Learning Models with TensorFlow: EDUCBA
  • Técnicas Microscópicas de Caracterización : Universitat de Barcelona
  • Math for MBA and GMAT Prep: Emory University
  • Mastering Image Segmentation with PyTorch: Packt
  • Preparing Images for AI Models: Coursera
  • Apply Dart Programming Fundamentals for Beginners: EDUCBA

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