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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


  • A

    Arizona State University

    Dark Data Migration and Architecture

    Skills you'll gain: Data Transformation, Data Literacy, Engineering Management, Data-Driven Decision-Making, Computational Thinking, Exploratory Data Analysis, Capacity Planning, Capacity Management, Decision Making, Data Warehousing, Decision Intelligence, Data Strategy, Data Lakes, Complex Problem Solving, Design Thinking, Unstructured Data, Data Governance, Data Access, Process Improvement, Data Management

    Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Python for Data Visualization:Matplotlib & Seaborn(Enhanced)

    Skills you'll gain: Matplotlib, Seaborn, Plot (Graphics), Scatter Plots, Histogram, Data Visualization, Data Visualization Software, Graphing, Statistical Visualization, Data Analysis, Python Programming

    4.5 stars, 30 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.5 (30) · Beginner · Guided Project · Less Than 2 Hours

  • E

    EDUCBA

    GST Valuation and Input Tax Credit Analysis

    Skills you'll gain: Tax Management, Sales Tax, Tax Compliance, Tax Preparation, Tax, Tax Planning, Transaction Processing, Construction Accounting, Specialized Accounting, Tax Laws, Claims Processing, Accounting, Technical Accounting, Contract Accounting, Finance

    Mixed · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • S

    Sciences Po

    Data and Urban Governance

    Skills you'll gain: Social Sciences, Data Governance, Economics, Policy, and Social Studies, Political Sciences, Governance, Data Literacy, Public Administration, Data Management, Data Sharing, Digital Transformation, Policy Analysis, Big Data, Driving engagement, Responsible AI, AI literacy, Algorithms, Data Ethics, Computing Platforms, Data-Driven Decision-Making, Personally Identifiable Information

    4.7 stars, 50 reviews, Beginner, Course, 1 - 4 Weeks

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

    Category: Preview
    Preview
  • U

    University of Michigan

    Using Python to Access Web Data

    Skills you'll gain: Web Scraping, Restful API, Web Services, JSON, Extensible Markup Language (XML), Network Protocols, Extensible Languages and XML, Application Programming Interface (API), Data Access, Hypertext Markup Language (HTML), Python Programming, Software Installation, Development Environment

    4.8 stars, 45K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (45K) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Fixed Income Repo Trading and Risk Analysis

    Skills you'll gain: Financial Trading, Securities Trading, Financial Market, Bank Regulations, Market Liquidity, Securities (Finance), Credit Risk, Capital Markets, Financial Systems, Financial Regulations, Portfolio Risk, Financial Regulation, Risk Management, Market Dynamics, Operational Risk, Legal Risk, Cash Flows, Accruals

    Mixed · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • C

    Coursera

    Dashboard Development with Shiny: GenAI for Retail Analysis

    Skills you'll gain: Shiny (R Package), Data Visualization, Interactive Data Visualization, Dashboard, Data Presentation, Statistical Visualization, Dashboard Creation, Data Visualization Software, R Programming, R (Software), Data Wrangling, User Interface (UI) Design, Ggplot2, Data Manipulation, Data Integration, Data Import/Export

    Intermediate · Guided Project · Less Than 2 Hours

  • J

    Johns Hopkins University

    Data Visualization in R with ggplot2

    Skills you'll gain: Ggplot2, Scatter Plots, Plot (Graphics), Data Visualization Software, Statistical Visualization, Heat Maps, R Programming, Graphing, Data Wrangling, Graphics Software, Graphic and Visual Design

    4.9 stars, 133 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.9 (133) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Data Quality Validation and Debugging

    Skills you'll gain: Data Cleansing, Analytical Skills, Data Validation, Data Quality, Exploratory Data Analysis, Analysis, Data Analysis, Business Reporting, Debugging, Investigation, Root Cause Analysis, SQL, Query Languages

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • C

    Coursera

    Leverage HRIS Data

    Skills you'll gain: HR Tech, Human Resources Software, Data Entry, Human Resources, Oral Expression, Data Management, Employee Coaching, Data Import/Export, Data Maintenance, Data Integrity, AI Personalization, Data Quality, AI Integrations, Business Reporting, Data Validation, Management Reporting, Generative AI Agents, Report Writing

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • D

    Duke University

    Data Tidying and Importing with R

    Skills you'll gain: Web Scraping, Data Ethics, Data Transformation, Tidyverse (R Package), Data Wrangling, Data Cleansing, Data Manipulation, Data Collection, Data Pipelines, Data Preprocessing, Data Integration, R (Software), R Programming, Exploratory Data Analysis, Statistical Programming

    5 stars, 16 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 5 (16) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of California, Irvine

    Data, Security, and Privacy

    Skills you'll gain: digital literacy, Systems Design, Systems Development, Data Security, System Design and Implementation, Data Ethics, Cybersecurity, Information Technology, Information Privacy

    4.5 stars, 54 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular exploratory data analysis courses

  • Dark Data Migration and Architecture: Arizona State University
  • Python for Data Visualization:Matplotlib & Seaborn(Enhanced): Coursera
  • GST Valuation and Input Tax Credit Analysis: EDUCBA
  • Data and Urban Governance: Sciences Po
  • Using Python to Access Web Data: University of Michigan
  • Fixed Income Repo Trading and Risk Analysis: EDUCBA
  • Dashboard Development with Shiny: GenAI for Retail Analysis: Coursera
  • Data Visualization in R with ggplot2: Johns Hopkins University
  • Data Quality Validation and Debugging: Coursera
  • Leverage HRIS Data: Coursera

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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