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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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    Arizona State University

    Careers in Sustainability

    Skills you'll gain: Data Analysis, Sustainable Development, Spreadsheet Software, Professional Development, Marketing and Public Relations, Analysis, Data Presentation, Trend Analysis, Business Writing, Writing, Professionalism, Sustainable Business, Corporate Sustainability, Environmental Issue, Public Relations, Product Lifecycle Management, Presentations, Communication, Constructive Feedback

    4.5
    Rating, 4.5 out of 5 stars
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    73 reviews

    Beginner · Course · 1 - 3 Months

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    LearnQuest

    Getting Started with Teradata

    Skills you'll gain: Teradata SQL, Data Modeling, Database Design, Database Administration, Database Systems, Data Store, Database Architecture and Administration, Database Management, Database Management Systems, Relational Databases, Data Architecture, Data Warehousing, SQL, Data Import/Export, Query Languages, Data Processing, Extract, Transform, Load, Software Installation, Performance Tuning, Role-Based Access Control (RBAC)

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    Advancing Women in Tech

    AI Fundamentals with Claude

    Skills you'll gain: Prompt Patterns, AI powered creativity, AI literacy, Vibe coding, Problem Solving, AI Enablement, Prompt Engineering Tools, Ideation, AI Personalization, Empowerment, AI Integrations, AI Workflows, Independent Thinking

    4.7
    Rating, 4.7 out of 5 stars
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    70 reviews

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Fundamentals of AI, Machine Learning, and Python Programming

    Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), NumPy, Applied Machine Learning, PyTorch (Machine Learning Library), Predictive Modeling, Matplotlib, Artificial Intelligence, Development Environment, Pandas (Python Package), Deep Learning, Python Programming, Artificial Neural Networks, Data Manipulation, Programming Principles, Machine Learning Methods, Tensorflow, Regression Analysis, Machine Learning Software, Model Training, Computer Programming

    Beginner · Course · 3 - 6 Months

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    O.P. Jindal Global University

    Prescriptive Analytics

    Skills you'll gain: Machine Learning Methods, Network Model, Operations Research, Mathematical Modeling, Microsoft Excel, Business Analytics, Applied Machine Learning, Classification Algorithms, Analytics, Analytical Skills, Data-Driven Decision-Making, Predictive Modeling, Spreadsheet Software, Team Building, Model Evaluation, Model Optimization, Case Studies

    Build toward a degree

    Beginner · Course · 3 - 6 Months

  • Status: Free Trial
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    U

    Universidad Nacional Autónoma de México

    Matemáticas financieras

    Skills you'll gain: Business Mathematics, Financial Management, Finance, Investment Management, Capital Budgeting, Financial Analysis, General Finance, Loans, Investments, Corporate Finance, Applied Mathematics, Mortgage Loans

    4.8
    Rating, 4.8 out of 5 stars
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    1.4K reviews

    Intermediate · Course · 1 - 3 Months

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    University of Virginia

    The Kennedy Half Century

    Skills you'll gain: Public Affairs, Media and Communications, Political Sciences, Policy Analysis, Public Policies, Diplomacy, International Relations, Social Impact, Public History, Investigation

    4.7
    Rating, 4.7 out of 5 stars
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    506 reviews

    Beginner · Course · 1 - 4 Weeks

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    IBM

    Delivering Quality Work with Agility

    Skills you'll gain: Professionalism, Follow Through, Conscientiousness, Workflow Management, Ability To Meet Deadlines, Operational Efficiency, Accountability, Time Management, Agile Methodology, Plan Execution, Problem Solving, Planning, Process Improvement, Adaptability, Quality Improvement, Quality Management, Process Development, Communication Planning, Communication, Decision Making

    4.6
    Rating, 4.6 out of 5 stars
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    611 reviews

    Beginner · Course · 1 - 4 Weeks

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    Siemens

    Applied Computational Fluid Dynamics

    Skills you'll gain: Simulation and Simulation Software, Engineering Analysis, Thermal Management, Hydraulics, Mechanical Engineering, Simulations, Numerical Analysis, Energy and Utilities, Mathematical Modeling, Engineering, Mechanics, Physics

    4.7
    Rating, 4.7 out of 5 stars
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    184 reviews

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Optimizing and Governing AI Systems

    Skills you'll gain: Model Optimization, Responsible AI, Risking, Data Ethics, MLOps (Machine Learning Operations), Model Deployment, System Monitoring, Model Evaluation, Performance Tuning, Compliance Management, Technology Roadmaps, Governance, Prompt Engineering, Machine Learning, Risk Management, Generative AI, Data-Driven Decision-Making, Performance Analysis, Statistical Analysis, Cross-Functional Collaboration

    Intermediate · Course · 3 - 6 Months

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    University of Michigan

    Defining AI for Social Impact

    Skills you'll gain: Social Impact, Artificial Intelligence, Research Reports, Socioeconomics, Environmental Monitoring

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    SAS

    Managing Machine Learning Models

    Skills you'll gain: Model Deployment, MLOps (Machine Learning Operations), Model Training, Model Evaluation, Machine Learning Software, Process Modeling, Workflow Management, Predictive Modeling, Governance Risk Management and Compliance, Applied Machine Learning, SAS (Software), Text Mining, R Programming, Performance Analysis, Scheduling

    Intermediate · Course · 1 - 4 Weeks

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

  • Careers in Sustainability: Arizona State University
  • Getting Started with Teradata: LearnQuest
  • AI Fundamentals with Claude: Advancing Women in Tech
  • Fundamentals of AI, Machine Learning, and Python Programming: Packt
  • Prescriptive Analytics: O.P. Jindal Global University
  • Matemáticas financieras: Universidad Nacional Autónoma de México
  • The Kennedy Half Century: University of Virginia
  • Delivering Quality Work with Agility: IBM
  • Applied Computational Fluid Dynamics: Siemens
  • Optimizing and Governing AI Systems: Coursera

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