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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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    EDUCBA

    Financial Instrument Disclosures and Risk Analysis

    Skills you'll gain: Hedge Accounting, Credit Risk, Risk Management Framework, Financial Statements, Financial Statement Analysis, Financial Reporting, Risk Analysis, Financial Analysis, International Financial Reporting Standards, Market Liquidity, Risk Management, Analysis, Financial Accounting

    Mixed · Course · 1 - 4 Weeks

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    Google Cloud

    Data Analytics and Visualization

    Skills you'll gain: Google Sheets, Data-Driven Decision-Making, Looker (Software), Dashboard, Data Storytelling, Data Presentation, Data Visualization Software, Data Visualization, Spreadsheet Software, Dashboard Creation, SQL, Big Data, Business Intelligence, Data Pipelines, Data Literacy, Data Analysis, Data Transformation, Google Workspace, Extract, Transform, Load, Data Management

    4.3
    Rating, 4.3 out of 5 stars
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    132 reviews

    Beginner · Specialization · 3 - 6 Months

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    University of Colorado Boulder

    Python Packages for Data Science

    Skills you'll gain: Matplotlib, Seaborn, Plot (Graphics), Pandas (Python Package), NumPy, Data Visualization Software, Data Visualization, Data Manipulation, Statistical Visualization, Data Wrangling, Data Science, Package and Software Management, Exploratory Data Analysis, Python Programming

    4.6
    Rating, 4.6 out of 5 stars
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    79 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Microsoft

    Generative AI for Data Scientists

    Skills you'll gain: Generative AI, Microsoft Copilot, Generative Model Architectures, Generative Adversarial Networks (GANs), Natural Language Processing, Data Quality, Anomaly Detection, AI literacy, Data Storytelling, Technical Communication, Responsible AI, Data Visualization, Data Ethics, Data-Driven Decision-Making, Data Presentation, Data Pipelines, Prompt Engineering, Data Cleansing, Data Science, Critical Thinking

    4.6
    Rating, 4.6 out of 5 stars
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    72 reviews

    Beginner · Specialization · 1 - 3 Months

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    Coursera

    Using Advanced SWOT Analysis to Determine Competitiveness

    Skills you'll gain: Strategic Prioritization, Competitive Analysis, Prioritization, Strategic Planning, Strategic Thinking, Case Studies, Business Strategy, Spreadsheet Software, Strategic Decision-Making, Internal Auditing, Market Opportunities, External Auditing, Entrepreneurship, Leadership and Management

    4.3
    Rating, 4.3 out of 5 stars
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    11 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    Coursera

    Build Data Tables

    Skills you'll gain: Milestones (Project Management), Timelines, Management Reporting, IT Management, Information Management, Data Management, Data Entry, Technical Communication, Project Documentation, Project Management Office (PMO), Data Architecture, Project Implementation, Project Planning, Project Management Institute (PMI) Methodology

    Intermediate · Course · 1 - 4 Weeks

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    University of Minnesota

    Cloud Data Security

    Skills you'll gain: Cloud Security, Data Security, Cloud Services, Cloud Storage, Personally Identifiable Information, General Data Protection Regulation (GDPR), Information Privacy, Data Management, Data Storage, Data Governance, Data Integrity, Security Controls, Analysis, Authorization (Computing), Health Insurance Portability And Accountability Act (HIPAA) Compliance, Relational Databases, Encryption, SQL

    4.2
    Rating, 4.2 out of 5 stars
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    27 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Nanjing University

    Data Processing Using Python

    Skills you'll gain: Data Processing, Data Mining, Data Structures, Data Presentation, Object Oriented Programming (OOP), Web Scraping, Data Capture, Data Analysis, Python Programming, NumPy, Data Preprocessing, Data Visualization, UI Components, User Interface (UI) Design

    4.1
    Rating, 4.1 out of 5 stars
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    378 reviews

    Beginner · Course · 1 - 3 Months

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    University of Illinois Urbana-Champaign

    Accounting Analysis II: Measurement and Disclosure of Liabilities

    Skills you'll gain: General Accounting, Accounts Payable, Accrual Accounting, Accruals, Accounting, Standard Accounting Practices, International Financial Reporting Standards, Technical Accounting, Financial Accounting, Revenue Recognition, Generally Accepted Accounting Principles (GAAP), Lease Contracts, Financial Reporting, Financial Statements

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
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    132 reviews

    Intermediate · Course · 1 - 3 Months

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    University of California San Diego

    Big Data Modeling and Management Systems

    Skills you'll gain: Data Modeling, Data Infrastructure, Information Management, Data Store, Big Data, Data Management, Database Management Systems, Real Time Data, NoSQL, Database Design, Database Management, Data Processing, Apache Hadoop, Query Languages, Relational Databases, Data Structures, Scalability, Virtual Environment

    4.4
    Rating, 4.4 out of 5 stars
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    3K reviews

    Mixed · Course · 1 - 3 Months

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    IBM

    IBM Financial Planning and Analysis (FP&A) with AI Skills

    Skills you'll gain: Forecasting, Financial Statement Analysis, Budgeting, Variance Analysis, Financial Modeling, Management Reporting, Financial Planning, Corporate Finance, Data Storytelling, Key Performance Indicators (KPIs), Generative AI, Scenario Testing, Prompt Engineering, Risk Management, Microsoft Excel, Accrual Accounting, Stakeholder Management, Anomaly Detection, Data Visualization, Performance Stress Testing

    Beginner · Professional Certificate · 3 - 6 Months

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    University of Illinois Urbana-Champaign

    Accounting Analysis I: Measurement and Disclosure of Assets

    Skills you'll gain: Financial Reporting, Inventory Accounting, Financial Statement Analysis, Depreciation, Cash Control, Financial Statements, Financial Accounting, Fixed Asset, Balance Sheet, Generally Accepted Accounting Principles (GAAP), Accounting, Cost Accounting, Inventory Control Systems, Accounts Receivable, Internal Controls, Cash Management, Capital Expenditure, Equities, Investments

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
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    231 reviews

    Intermediate · Course · 1 - 3 Months

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

  • Financial Instrument Disclosures and Risk Analysis: EDUCBA
  • Data Analytics and Visualization: Google Cloud
  • Python Packages for Data Science: University of Colorado Boulder
  • Generative AI for Data Scientists: Microsoft
  • Using Advanced SWOT Analysis to Determine Competitiveness: Coursera
  • Build Data Tables: Coursera
  • Cloud Data Security: University of Minnesota
  • Data Processing Using Python: Nanjing University
  • Accounting Analysis II: Measurement and Disclosure of Liabilities: University of Illinois Urbana-Champaign
  • Big Data Modeling and Management Systems: University of California San Diego

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