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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


  • E

    EDUCBA

    Apply Puppet for Scalable Infrastructure Automation

    Skills you'll gain: IT Automation, CI/CD, Maintainability, Scalability

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Sync Asana & Jira

    Skills you'll gain: Data Mapping, Configuration Management, Jira (Software), Systems Integration, Data Integration, Data Validation, Project Management Software, Workflow Management, Continuous Monitoring, Project Documentation

    Beginner · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    Trustworthy AI: Managing Bias, Ethics, and Accountability

    Skills you'll gain: Responsible AI, Data Ethics, Artificial Intelligence, Business Ethics, Machine Learning, Accountability, Artificial Intelligence and Machine Learning (AI/ML), Risk Analysis, Case Studies, Risk Mitigation, Law, Regulation, and Compliance, Decision Making, Workforce Management, Analysis

    4.4
    Rating, 4.4 out of 5 stars
    ·
    12 reviews

    Intermediate · Course · 1 - 4 Weeks

  • M

    MathWorks

    Deep Learning for Object Detection

    Skills you'll gain: Computer Vision, Model Evaluation, Image Analysis, Convolutional Neural Networks, Deep Learning, Matlab, Data Preprocessing, Data Visualization, Transfer Learning, Applied Machine Learning, Data Analysis

    4.9
    Rating, 4.9 out of 5 stars
    ·
    13 reviews

    Beginner · Course · 1 - 4 Weeks

  • J

    John Wiley & Sons

    Product Management and Lean Startup Principles

    Skills you'll gain: Target Audience, Target Market, Agile Product Development, User Interface and User Experience (UI/UX) Design, Product Improvement, Product Development, Customer Analysis, User Experience, Business Metrics, Lean Methodologies, Persona Development, Product Management, Product Lifecycle Management, Agile Methodology, New Product Development, Performance Measurement, Product Design, Product Marketing, User Feedback, Business Operations

    Intermediate · Course · 3 - 6 Months

  • C

    Columbia University

    Causal Inference 2

    Skills you'll gain: Statistical Inference, Econometrics, Mediation, Advanced Analytics, Statistical Analysis, Regression Analysis, Time Series Analysis and Forecasting, Statistical Methods, Statistical Modeling, Research Design

    3.3
    Rating, 3.3 out of 5 stars
    ·
    15 reviews

    Advanced · Course · 1 - 3 Months

  • P

    Packt

    Retrieval Augmented Generation

    Skills you'll gain: Retrieval-Augmented Generation, Large Language Modeling, LLM Application, Development Environment, Multimodal Prompts, Embeddings, Vector Databases, User Interface (UI), Generative AI, AI Workflows, AI Personalization, Prompt Engineering, Agentic systems, Data Visualization, Image Analysis, Application Development, Augmented Reality, Text Mining, Graph Theory, Query Languages

    4.3
    Rating, 4.3 out of 5 stars
    ·
    17 reviews

    Intermediate · Specialization · 3 - 6 Months

  • C

    Coursera

    Transfer Learning for NLP with TensorFlow Hub

    Skills you'll gain: Transfer Learning, Tensorflow, Natural Language Processing, Keras (Neural Network Library), Embeddings, Deep Learning, Classification Algorithms, Model Evaluation, Machine Learning, Software Visualization

    4.8
    Rating, 4.8 out of 5 stars
    ·
    181 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • C

    Coursera

    CorelDRAW for Beginners

    Skills you'll gain: Layout Design, Typography, Logo Design, Graphic Design, Style Guides, Graphic and Visual Design Software, Data Import/Export, Digital Design, Color Theory, Branding, Vector Databases, File Management

    Beginner · Course · 1 - 4 Weeks

  • E

    Edureka

    Salesforce Agentforce Specialist (AI-201) Certification Prep

    Skills you'll gain: Prompt Engineering, Prompt Patterns, AI Orchestration, Salesforce Development, Salesforce, Agentic Workflows, Generative AI Agents, Workflow Management, Agentic systems, Application Lifecycle Management, Generative AI, Performance Testing, Enterprise Architecture, Business Logic, Data Integration, Data Architecture, Model Evaluation, Automation, Data Security

    Intermediate · Specialization · 1 - 3 Months

  • S

    SkillsBooster Academy

    AI-powered Marketing with Microsoft Copilot

    Skills you'll gain: Prompt Engineering, Market Analysis, Microsoft Copilot, AI Product Strategy, Marketing Planning, Marketing, Marketing Strategy and Techniques, Content Marketing, Data Ethics, Business Marketing, Marketing Communications, Generative AI, Strategic Thinking, AI Workflows, AI Personalization, Market Trend, Strategic Communication, Digital Marketing, Content Creation, Business Process

    Beginner · Course · 1 - 3 Months

  • G

    Georgia Institute of Technology

    Mechanics of Materials I: Fundamentals of Stress & Strain and Axial Loading

    Skills you'll gain: Structural Analysis, Mechanical Engineering, Failure Analysis, Engineering Analysis, Mechanics, Materials science, Engineering Calculations, Civil Engineering, Mathematical Modeling, Trigonometry

    4.8
    Rating, 4.8 out of 5 stars
    ·
    3.5K reviews

    Mixed · Course · 1 - 3 Months

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

  • Apply Puppet for Scalable Infrastructure Automation: EDUCBA
  • Sync Asana & Jira: Coursera
  • Trustworthy AI: Managing Bias, Ethics, and Accountability: Johns Hopkins University
  • Deep Learning for Object Detection: MathWorks
  • Product Management and Lean Startup Principles: John Wiley & Sons
  • Causal Inference 2: Columbia University
  • Retrieval Augmented Generation: Packt
  • Transfer Learning for NLP with TensorFlow Hub: Coursera
  • CorelDRAW for Beginners: Coursera
  • Salesforce Agentforce Specialist (AI-201) Certification Prep: Edureka

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