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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


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    Coursera

    Predict and Validate Regression Models in R

    Skills you'll gain: Regression Analysis, Predictive Modeling, Model Evaluation, Statistical Modeling, Predictive Analytics, R Programming, Statistical Methods, Model Training, Verification And Validation, Plot (Graphics), Performance Metric

    Beginner · Course · 1 - 4 Weeks

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    Infosec

    NIST DoD RMF

    Skills you'll gain: Risk Management Framework, Federal Information Security Management Act, Systems Development Life Cycle, Cyber Risk, Security Management, Continuous Monitoring, Cyber Security Policies, Security Controls, Authorization (Computing), Information Privacy, Cyber Security Assessment

    4.6
    Rating, 4.6 out of 5 stars
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    55 reviews

    Mixed · Course · 1 - 3 Months

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    Coursera

    Automate, Analyze, and AI Feedback

    Skills you'll gain: Model Evaluation, MLOps (Machine Learning Operations), Model Training, Artificial Intelligence and Machine Learning (AI/ML), Sampling (Statistics), Decision Intelligence, Statistical Methods, Model Deployment, Statistical Modeling, Human Machine Interfaces, Performance Metric, Performance Analysis, Applied Machine Learning, Machine Learning, Business Metrics, Predictive Analytics, Analysis

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Responsible AI, Explainability & Deployment

    Skills you'll gain: Decision Intelligence, Responsible AI, Apache Kafka, Data Ethics, Operations Research, Data Pipelines, Model Deployment, Apache Spark, Real Time Data, Revenue Management, Market Dynamics, Supply Chain Planning, Supply Chain, Logistics, Compliance Management, Information Privacy, People Analytics, Regulatory Compliance, General Data Protection Regulation (GDPR), Python Programming

    Intermediate · Course · 3 - 6 Months

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    EDUCBA

    Machine Learning with Python: Case Studies

    Skills you'll gain: Model Evaluation, Classification Algorithms, Regression Analysis, Feature Engineering, Time Series Analysis and Forecasting, Applied Machine Learning, Machine Learning Algorithms, Model Training, Risk Modeling, Predictive Modeling, Statistical Methods, Predictive Analytics, Credit Risk, Supervised Learning, Statistical Modeling, Unsupervised Learning, Machine Learning Methods, Machine Learning, Python Programming, Logistic Regression

    Mixed · Course · 1 - 4 Weeks

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    Coursera

    Starting & Managing a Sustainable Hotel or Tourism Business

    Skills you'll gain: Sustainable Business, Hotel Operations, Hospitality, Hospitality Management, Sustainable Development, Sustainable Systems, Hospitality and Food Services, Hotel And Restaurant Management, Business Planning, Corporate Sustainability, Hotels and Accommodations, Sustainability Standards, Waste Minimization, Environmental Social And Corporate Governance (ESG), Environmental Issue, Community Development, Market Opportunities, Environmental Resource Management, Market Analysis, Strategic Decision-Making

    4.7
    Rating, 4.7 out of 5 stars
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    14 reviews

    Beginner · Course · 1 - 4 Weeks

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    Koç University

    Doğrusal Cebir I: Uzaylar ve İşlemciler / Linear Algebra I: Spaces and Operators

    Skills you'll gain: Linear Algebra, Applied Mathematics, Algebra, Mathematics and Mathematical Modeling, Calculus, Advanced Mathematics, Differential Equations, Mathematical Theory & Analysis, Trigonometry

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    Rating, 4 out of 5 stars
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    44 reviews

    Mixed · Course · 1 - 3 Months

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    Coursera

    Value Stream Mapping

    Skills you'll gain: Process Mapping, Strategic Thinking, Process Analysis, Process Management, Business Workflow Analysis, Operational Efficiency, Business Process, Workflow Management, Process Flow Diagrams, Process Optimization, Business Process Improvement, Business Process Modeling, Process Improvement, Lean Methodologies, Waste Minimization, Continuous Improvement Process

    4.1
    Rating, 4.1 out of 5 stars
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    49 reviews

    Beginner · Course · 1 - 4 Weeks

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    Arizona State University

    Creatividad, diseño e innovación: Técnicas y herramientas - Proyecto Final

    Skills you'll gain: Design Thinking, Stakeholder Analysis, Innovation, Brainstorming, Peer Review, Creative Problem-Solving, Ideation, Creative Thinking, Business Modeling, Project Design, Proposal Development, Process Development, Sustainable Business, Creativity, Social Impact, Constructive Feedback, Branding

    4.8
    Rating, 4.8 out of 5 stars
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    107 reviews

    Intermediate · Course · 1 - 3 Months

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    Simplilearn

    Agile and Project Management Mastery for Scrum Leaders

    Skills you'll gain: Project Risk Management, User Story, Project Management, Risk Management, Kanban Principles, Project Planning, Agile Methodology, Agile Project Management, Agile Software Development, Cost Management, Project Management Office (PMO), Backlogs, Risk Mitigation, Project Management Software, Scaled Agile Framework, Project Management Life Cycle, Risk Analysis, Team Performance Management, Sprint Planning, Sprint Retrospectives

    4.7
    Rating, 4.7 out of 5 stars
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    25 reviews

    Beginner · Specialization · 1 - 3 Months

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    EDUCBA

    Analyze and Predict Prices Using Regression Techniques

    Skills you'll gain: Model Evaluation, Predictive Analytics, Predictive Modeling, Feature Engineering, Regression Analysis, Analytics, Data Analysis, Data Preprocessing, Data Quality, Data Cleansing, Data Integrity, Model Training, Data Wrangling, Data Validation, Data Transformation

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    EDUCBA

    TIBCO BW: Install, Integrate & Automate

    Skills you'll gain: Integration Testing, Middleware, Enterprise Architecture, Process Driven Development, Business Process Automation, Software Installation, Process Modeling, System Configuration

    Mixed · Course · 1 - 4 Weeks

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

  • Predict and Validate Regression Models in R: Coursera
  • NIST DoD RMF: Infosec
  • Automate, Analyze, and AI Feedback: Coursera
  • Responsible AI, Explainability & Deployment: Coursera
  • Machine Learning with Python: Case Studies: EDUCBA
  • Starting & Managing a Sustainable Hotel or Tourism Business: Coursera
  • DoÄŸrusal Cebir I: Uzaylar ve İşlemciler / Linear Algebra I: Spaces and Operators: Koç University
  • Value Stream Mapping: Coursera
  • Creatividad, diseño e innovación: Técnicas y herramientas - Proyecto Final: Arizona State University
  • Agile and Project Management Mastery for Scrum Leaders: Simplilearn

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