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  • Exploratory Data Analysis

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


  • J

    Johns Hopkins University

    Building Data Visualization Tools

    Skills you'll gain: Ggplot2, Plot (Graphics), Data Visualization Software, Data Visualization, Interactive Data Visualization, Scatter Plots, Statistical Visualization, Histogram, Graphic and Visual Design, R Programming, Graphic Design, Graphical Tools, R (Software), Data Mapping, Graphing, Spatial Data Analysis, Geospatial Mapping

    3.9 stars, 158 reviews, Intermediate, Course, 1 - 3 Months

    ★ 3.9 (158) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • J

    Johns Hopkins University

    Data Visualization & Dashboarding with R

    Skills you'll gain: Rmarkdown, Shiny (R Package), Ggplot2, Tidyverse (R Package), Data Visualization, Spatial Data Analysis, Statistical Visualization, Dashboard Creation, Scatter Plots, Plot (Graphics), Dashboard, R (Software), Data Import/Export, Interactive Data Visualization, R Programming, Data Visualization Software, Spatial Analysis, Data Storytelling, Data Science, Data Analysis

    4.8 stars, 458 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.8 (458) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Product Cost and Investment Cash Flow Analysis

    Skills you'll gain: Cost Estimation, Portfolio Risk, Cost Management, Financial Modeling, Estimation, Portfolio Management, Spreadsheet Software, Accounting, Wealth Management, Financial Planning, Risk Management, Financial Analysis, Investments, Cost Accounting, General Finance, Financial Management, Cash Flows

    4.7 stars, 109 reviews, Beginner, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • U

    University of Colorado Boulder

    Engineering Genetic Circuits: Modeling and Analysis

    Skills you'll gain: Biological Engineering, Simulation and Simulation Software, Mathematical Modeling, Mathematical Software, Biotechnology, Engineering Analysis, Simulations, Process Modeling, Differential Equations, Biochemistry, Numerical Analysis, Algorithms

    Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • E

    EDHEC Business School

    Introduction to Portfolio Construction and Analysis with Python

    Skills you'll gain: Investment Management, Portfolio Management, Portfolio Risk, Investments, Return On Investment, Asset Management, Financial Management, Risk Modeling, Risk Analysis, Financial Modeling, Process Optimization, Risk Management, Financial Analysis, Python Programming, Simulations, Correlation Analysis

    4.8 stars, 1.5K reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.8 (1.5K) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Fundamentals of Data Visualization

    Skills you'll gain: Data Visualization, Data Visualization Software, Interactive Data Visualization, Visualization (Computer Graphics), User Centered Design, Data Presentation, Usability, Human Centered Design, Design Research, User Research, Graphic and Visual Design, Usability Testing, Quantitative Research, Design Elements And Principles

    4.6 stars, 44 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.6 (44) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • P

    Packt

    Managing Data as a Product: Scalable Data Architectures

    Skills you'll gain: Data Architecture, Distributed Computing, Data Modeling, Scalability, Data Management, Data Strategy, Data Pipelines, Software Architecture, Semantic Web, Continuous Deployment, Information Architecture, CI/CD, Maintainability, AI Enablement, Organizational Structure, AI Integrations, Product Automation, Interoperability, Data Analysis, Generative AI

    Intermediate · Course · 1 - 3 Months

  • B

    Board Infinity

    Static & Dynamic Analysis for Technical Testing

    Skills you'll gain: Performance Testing, Maintainability, Software Testing, Code Review, Software Technical Review, Security Testing, Performance Stress Testing, Software Quality Assurance, Application Security, Test Tools, Browser Compatibility

    Advanced · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • G

    Google Cloud

    Visualizing Data with Google Data Studio

    Skills you'll gain: Dashboard Creation, Data Visualization Software, Data Visualization, Dashboard, Interactive Data Visualization, Google Cloud Platform

    4.1 stars, 17 reviews, Intermediate, Project, Less Than 2 Hours

    ★ 4.1 (17) · Intermediate · Project · Less Than 2 Hours

  • I

    Infosec

    Network Traffic Analysis for Incident Response

    Skills you'll gain: Event Monitoring, OSI Models, Network Monitoring, Network Protocols, Cyber Threat Intelligence, Network Analysis, TCP/IP, Distributed Denial-Of-Service (DDoS) Attacks, Threat Detection, General Networking, Network Security, Incident Response, Anomaly Detection, Command-Line Interface

    Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • C

    Coursera

    Data Science for Professionals

    Skills you'll gain: Predictive Modeling, Data Visualization, Predictive Analytics, Statistical Analysis, Data Presentation, Data Literacy, Data Manipulation, Data Analysis, Data Science, Statistical Methods, Statistics, Data Wrangling, Data Cleansing, Analytics, Data Preprocessing, Applied Machine Learning, Data-Driven Decision-Making, Business Analytics, Model Evaluation, Machine Learning Methods

    4.7 stars, 26 reviews, Beginner, Course, 1 - 4 Weeks

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

    Category: Preview
    Preview
  • S

    SkillsBooster Academy

    Fundamentals of Gen AI Financial Analysis

    Skills you'll gain: Responsible AI, Generative AI Agents, Generative AI, AI literacy, Financial Analysis, Financial Data, Financial Modeling, Financial Statement Analysis, Financial Forecasting, AI Workflows, Stakeholder Communications, Financial Trading, Business Workflow Analysis, Financial Services, AI Enablement, AI Integrations, Financial Systems, LLM Application, Financial Regulation, Business Valuation

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
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In summary, here are 10 of our most popular exploratory data analysis courses

  • Building Data Visualization Tools: Johns Hopkins University
  • Data Visualization & Dashboarding with R: Johns Hopkins University
  • Product Cost and Investment Cash Flow Analysis: University of Colorado Boulder
  • Engineering Genetic Circuits: Modeling and Analysis: University of Colorado Boulder
  • Introduction to Portfolio Construction and Analysis with Python: EDHEC Business School
  • Fundamentals of Data Visualization: University of Colorado Boulder
  • Managing Data as a Product: Scalable Data Architectures: Packt
  • Static & Dynamic Analysis for Technical Testing: Board Infinity
  • Visualizing Data with Google Data Studio: Google Cloud
  • Network Traffic Analysis for Incident Response: Infosec

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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