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Exploratory Data Analysis Courses

Exploratory Data Analysis courses can help you learn data visualization techniques, statistical summaries, and data cleaning methods. You can build skills in identifying patterns, detecting anomalies, and interpreting results to inform decision-making. Many courses introduce tools like Python, R, and Tableau, which facilitate the analysis and presentation of data insights, allowing you to effectively communicate findings and support data-driven strategies.

Popular Exploratory Data Analysis Courses and Certifications


  • Status: New
    New
    Status: Free Trial
    Free Trial
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    SkillUp

    Data Science for Healthcare

    Skills you'll gain: Decision Intelligence, Model Training, Machine Learning Algorithms, Forecasting, Classification Algorithms, Dimensionality Reduction, Embeddings

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free
    Free
    C

    Coursera

    Agile Project: Product Prototype Touchpoint Analysis in Miro

    Skills you'll gain: Agile Product Development, Wireframing, Product Roadmaps, Journey Mapping, Agile Methodology, Customer experience improvement, Agile Project Management, Persona Development, Prototyping, Experience Design, User Story, Product Development, New Product Development, Customer Analysis, Product Strategy, Process Analysis

    4.6
    Rating, 4.6 out of 5 stars
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    93 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
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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, Capital Expenditure, Equities, Inventory Management System, 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

  • Status: Free Trial
    Free Trial
    U

    University at Buffalo

    Data-Driven Process Improvement

    Skills you'll gain: Process Mapping, Performance Improvement, Data Collection, Process Improvement, Process Improvement and Optimization, Business Process, Business Process Improvement, Process Design, Data Strategy, Process Analysis, Data-Driven Decision-Making, Performance Measurement, Process Flow Diagrams, Business Priorities, Data Validation, Business Process Modeling, Plan Execution, Data Capture, Operational Performance Management, Performance Analysis

    4.7
    Rating, 4.7 out of 5 stars
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    271 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Fred Hutchinson Cancer Center

    Researcher's Guide to Omic Data

    Skills you'll gain: Bioinformatics, Data Analysis Software, Data Processing, Data Analysis, Data Literacy, Molecular Biology, Molecular, Cellular, and Microbiology, Metadata Management, Science and Research, R Programming, Spatial Data Analysis, Data Collection, Scientific Methods, Biochemical Assays, Research, Cell Biology, Informatics, Biology, General Science and Research, Laboratory Techniques

    3.7
    Rating, 3.7 out of 5 stars
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    40 reviews

    Intermediate · Specialization · 3 - 6 Months

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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

  • Status: Free Trial
    Free Trial
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    Unilever

    Using Data Analytics in Supply Chain

    Skills you'll gain: Data Governance, Data Storytelling, Data Presentation, Data Literacy, Presentations, Data Visualization, Supply Chain, Data Management, Supply Chain Management, Data Analysis, Data Analysis Software, Analytics, Data Visualization Software, Data Quality, Data Compilation, Analytical Skills, Data Cleansing, Data Synthesis, Risk Management, Problem Solving

    4.5
    Rating, 4.5 out of 5 stars
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    93 reviews

    Beginner · Course · 1 - 3 Months

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    New
    Status: Free Trial
    Free Trial
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    EDUCBA

    Hedge Fund Profit and Loss Analysis

    Skills you'll gain: Hedge Accounting, Accrual Accounting, Accruals, Derivatives, Investments, Portfolio Management, Profit and Loss (P&L) Management, Investment Management, Equities, Accounting, Asset Management, Fund Accounting, Financial Market, Financial Reporting, Income Statement, Reconciliation, Securities (Finance), Performance Analysis, Organizational Structure

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Managing, Describing, and Analyzing Data

    Skills you'll gain: Sampling (Statistics), R (Software), Statistical Inference, Probability Distribution, R Programming, Statistical Hypothesis Testing, Descriptive Statistics, Statistical Methods, Probability & Statistics, Statistical Software, Data Science, Statistics, Data Analysis, Statistical Analysis, Probability, Data Literacy, Statistical Visualization, Data Manipulation

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
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    35 reviews

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
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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

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Python, SQL, Tableau for Data Science

    Skills you'll gain: Data Storytelling, Data Presentation, SQL, Data Visualization Software, Database Design, AWS SageMaker, Unsupervised Learning, Data Visualization, Interactive Data Visualization, Dashboard, Feature Engineering, Database Management, Exploratory Data Analysis, A/B Testing, Tableau Software, Pandas (Python Package), Matplotlib, Python Programming, Data Analysis, Machine Learning

    3.6
    Rating, 3.6 out of 5 stars
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    31 reviews

    Beginner · Professional Certificate · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
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    EDUCBA

    Fair Value Hierarchy and Disclosure Analysis

    Skills you'll gain: Financial Reporting, International Financial Reporting Standards, Business Valuation, Portfolio Management, Financial Accounting, Asset Management, Financial Statement Analysis, Financial Statements, Investment Management, Finance, Financial Market, Financial Analysis, Technical Accounting, Market Dynamics, Market Data

    Mixed · Course · 1 - 4 Weeks

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

  • Data Science for Healthcare: SkillUp
  • Agile Project: Product Prototype Touchpoint Analysis in Miro: Coursera
  • Accounting Analysis I: Measurement and Disclosure of Assets: University of Illinois Urbana-Champaign
  • Data-Driven Process Improvement: University at Buffalo
  • Researcher's Guide to Omic Data: Fred Hutchinson Cancer Center
  • Data Processing Using Python: Nanjing University
  • Using Data Analytics in Supply Chain: Unilever
  • Hedge Fund Profit and Loss Analysis: EDUCBA
  • Managing, Describing, and Analyzing Data: University of Colorado Boulder
  • Data Analytics and Visualization: Google Cloud

Skills you can learn in Probability And Statistics

R Programming (19)
Inference (16)
Linear Regression (12)
Statistical Analysis (12)
Statistical Inference (11)
Regression Analysis (10)
Biostatistics (9)
Bayesian (7)
Logistic Regression (7)
Probability Distribution (7)
Bayesian Statistics (6)
Medical Statistics (6)

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