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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


  • T

    The State University of New York

    Exploring Emerging Technologies for Lifelong Learning and Success

    Skills you'll gain: Lifelong Learning, Growth Mindedness, digital literacy, Web Presence, Personal Development, Critical Thinking, Emerging Technologies, Professional Development, Professionalism, Data Ethics, Habit Formation, Creativity, Security Awareness, Web Content Accessibility Guidelines, Collaboration, Communication

    ★ 4.3 (444) · Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Logging and Monitoring in Google Cloud

    Skills you'll gain: Dashboard Creation, Problem Management, Data Import/Export, Data Access

    ★ 4.7 (224) · Beginner · Course · 1 - 3 Months

  • A

    AI Business School

    Introduction to AI for finance professionals

    Skills you'll gain: Prompt Engineering, Prompt Patterns, AI literacy, Generative AI Agents, Responsible AI, Risk Management, Generative AI, Artificial Intelligence, General Finance, Risk Analysis, Risk Mitigation, Agentic systems, Financial Services, AI Workflows

    ★ 4 (35) · Beginner · Course · 1 - 4 Weeks

  • U

    University of California, Irvine

    Identifying, Attracting, and Growing Your Digital Audience

    Skills you'll gain: Persona Development, Marketing Strategies, Digital Brand Strategy, Digital Media Strategy, Target Audience, Social Media Strategy, Social Media Marketing, Customer Analysis, Digital Marketing, Marketing Planning, Customer Acquisition Management, Customer experience improvement, Customer Engagement, Customer Retention, Social Media, Marketing, Target Market, Brand Management, E-Commerce, Experience Design

    ★ 4.7 (303) · Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    ML: Build, Train, Justify Models

    Skills you'll gain: Model Training, Predictive Modeling, Applied Machine Learning, Machine Learning Methods, Statistical Machine Learning, Supervised Learning, Scikit Learn (Machine Learning Library), Statistical Modeling, Predictive Analytics, Technical Communication

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Introduction to Generative AI

    Skills you'll gain: Prompt Engineering, Context Engineering, Generative AI, Retrieval-Augmented Generation, Generative Model Architectures, Multimodal Prompts, ChatGPT, AI literacy, Generative Adversarial Networks (GANs), Responsible AI, Context Management, Data Ethics, Large Language Modeling, Artificial Intelligence, Embeddings

    ★ 4.4 (152) · Intermediate · Course · 1 - 4 Weeks

  • U

    UNSW Sydney (The University of New South Wales)

    How to Validate your Startup Idea

    Skills you'll gain: Financial Modeling, Growth Strategies, Entrepreneurship, Value Propositions, Customer Acquisition Management, Financial Forecasting, Lean Methodologies, Business Modeling, Business Planning, Entrepreneurial Finance, Presentations, New Product Development, Product Development, Customer Insights, Verbal Communication Skills, Income Statement, Strategic Partnership, Persona Development, Investments

    ★ 4.1 (150) · Mixed · Course · 1 - 3 Months

  • M

    Microsoft

    PMP Formulas

    Skills you'll gain: Earned Value Management, Project Schedules, Excel Formulas, Procurement, Scheduling, Capital Budgeting, Financial Analysis, Project Performance, Spreadsheet Software, Cost Management, Cost Benefit Analysis, Microsoft Excel, Microsoft Office, Investment Management, Project Management Institute (PMI) Methodology, Feasibility Studies, Return On Investment, Variance Analysis, Forecasting

    ★ 4.7 (54) · Beginner · Course · 1 - 4 Weeks

  • P

    Princeton University

    Analytic Combinatorics

    Skills you'll gain: Combinatorics, Mathematical Theory & Analysis, Advanced Mathematics, Theoretical Computer Science, Calculus, Mathematics and Mathematical Modeling, Integral Calculus, Applied Mathematics

    ★ 4.6 (73) · Intermediate · Course · 1 - 3 Months

  • E

    EDUCBA

    MapReduce with Hadoop: Analyze, Design & Deploy

    Skills you'll gain: Apache Hadoop, Big Data, Application Deployment, Social Network Analysis, Data Processing, Distributed Computing, Java, Text Mining, Graph Theory, File I/O

    Mixed · Course · 1 - 3 Months

  • I

    IBM

    Project Management Capstone

    Skills you'll gain: Peer Review, Project Management, Project Management Life Cycle, Project Management Institute (PMI) Methodology, Milestones (Project Management), Agile Project Management, Project Coordination, Project Risk Management, Project Implementation, Project Portfolio Management, Project Closure, Project Controls, Project Scoping, Work Breakdown Structure, User Story, Backlogs, Sprint Planning, Scrum (Software Development), Risk Management, Leadership

    ★ 4.9 (119) · Advanced · Course · 1 - 3 Months

  • C

    Coursera

    Analyze Agent Performance: Build and Test

    Skills you'll gain: Statistical Hypothesis Testing, LangChain, AI Orchestration, Generative AI Agents, CrewAI, Statistical Methods, Agentic Workflows, Statistical Analysis, Data Transformation, Agentic systems, Statistical Inference, Business Intelligence, Key Performance Indicators (KPIs), Data-Driven Decision-Making, Performance Metric, Descriptive Analytics, Data Analysis, Correlation Analysis, Event Monitoring

    Intermediate · Course · 1 - 4 Weeks

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

  • Exploring Emerging Technologies for Lifelong Learning and Success: The State University of New York
  • Logging and Monitoring in Google Cloud: Google Cloud
  • Introduction to AI for finance professionals: AI Business School
  • Identifying, Attracting, and Growing Your Digital Audience: University of California, Irvine
  • ML: Build, Train, Justify Models: Coursera
  • Introduction to Generative AI: University of Colorado Boulder
  • How to Validate your Startup Idea: UNSW Sydney (The University of New South Wales)
  • PMP Formulas: Microsoft
  • Analytic Combinatorics: Princeton University
  • MapReduce with Hadoop: Analyze, Design & Deploy: EDUCBA

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