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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.


More to explore:

Popular Exploratory Data Analysis Courses and Certifications


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    Logical Operations

    Microsoft Power BI for Data-Driven Decision Makers

    Skills you'll gain: Power BI, Data Analysis, Microsoft Power Platform, Business Intelligence Software, Microsoft Excel, Data Visualization Software, Data Literacy, Business Intelligence, Data-Driven Decision-Making, Data Storytelling, Microsoft 365, Business Reporting, Data Visualization, Data Analysis Software, Interactive Data Visualization, Data Presentation, Microsoft Office, Microsoft PowerPoint, Data Sharing, Data Management

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Manipulating Data with SQL

    Skills you'll gain: SQL, Data Manipulation, Relational Databases, Database Design, Databases, Data Integrity, Database Management Systems, Debugging, Data Management

    4.6
    Rating, 4.6 out of 5 stars
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    199 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
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    E

    EDUCBA

    Matplotlib: Python Data Visualization & Wrangling

    Skills you'll gain: Matplotlib, Data Storytelling, Data Presentation, Scientific Visualization, Visualization (Computer Graphics), Plot (Graphics), Data Visualization, Data Preprocessing, Statistical Visualization, Box Plots, E-Commerce, Business Analytics, Data Visualization Software, Scatter Plots, Histogram, Data Analysis, Exploratory Data Analysis, Pandas (Python Package), Image Quality, Python Programming

    4.5
    Rating, 4.5 out of 5 stars
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    16 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
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    Google Cloud

    Google Workspace Data Governance

    Skills you'll gain: Data Governance, Data Loss Prevention, Gmail, Google Workspace, Information Management, Data Management, Data Security, Document Management, Records Management, Data Storage, Data Access, Data Import/Export, Email Security, System Configuration

    4.8
    Rating, 4.8 out of 5 stars
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    671 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    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, Personally Identifiable Information, Data Integrity, R Programming, Exploratory Data Analysis, Information Privacy, Statistical Programming

    5
    Rating, 5 out of 5 stars
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    11 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Data Manipulation with dplyr in R

    Skills you'll gain: Data Manipulation, Tidyverse (R Package), Data Wrangling, Data Analysis, R Programming, Exploratory Data Analysis, Statistical Analysis

    4.6
    Rating, 4.6 out of 5 stars
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    22 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
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    University of Michigan

    Data Structures in C

    Skills you'll gain: C (Programming Language), Data Structures, Application Security, System Programming, Programming Principles, Performance Tuning

    4.5
    Rating, 4.5 out of 5 stars
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    71 reviews

    Intermediate · Course · 1 - 4 Weeks

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    University of Colorado System

    Relational Database Support for Data Warehouses

    Skills you'll gain: Data Warehousing, SQL, Data Governance, Data Integration, Data Management, Business Intelligence, Oracle Databases, Analytics, PostgreSQL, Data Mining, Big Data, Relational Databases, Database Management Systems, Data Architecture

    4.6
    Rating, 4.6 out of 5 stars
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    592 reviews

    Mixed · Course · 1 - 3 Months

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    EDUCBA

    Apply Python Programming for Data & Automation Projects

    Skills you'll gain: Object Oriented Programming (OOP), Python Programming, Data Structures, Scripting, Web Development, Full-Stack Web Development, Automation, Programming Principles, Business Process Automation, Data Manipulation, File Management, Back-End Web Development, Debugging, Application Deployment, Development Environment

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    U

    University of Colorado Boulder

    Statistical Modeling for Data Science Applications

    Skills you'll gain: Statistical Inference, Statistical Modeling, Statistical Hypothesis Testing, Regression Analysis, R Programming, Data Ethics, Experimentation, Research Design, Statistical Methods, Data Science, Data Analysis, Statistical Analysis, Data Modeling, Predictive Modeling, Mathematical Modeling, Probability & Statistics, A/B Testing, Quantitative Research, Machine Learning, Model Evaluation

    Build toward a degree

    4.2
    Rating, 4.2 out of 5 stars
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    60 reviews

    Intermediate · Specialization · 3 - 6 Months

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    Packt

    Orchestrating Data Pipelines and Advanced Data Strategies

    Skills you'll gain: Cloud Computing Architecture, Amazon Elastic Compute Cloud, Data Visualization Software, Cloud Storage, Dashboard, Scalability, Data Strategy, Data Integration, Real Time Data, Data Storage

    Intermediate · Course · 1 - 3 Months

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    Sciences Po

    Data and Urban Governance

    Skills you'll gain: Social Sciences, Governance, Data Sharing, Digital Transformation, Policy Analysis, Data Analysis, Big Data, Algorithms, Data Ethics, Computing Platforms, Data-Driven Decision-Making, Personally Identifiable Information, Information Privacy

    4.7
    Rating, 4.7 out of 5 stars
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    50 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Microsoft Power BI for Data-Driven Decision Makers: Logical Operations
  • Manipulating Data with SQL: Coursera
  • Matplotlib: Python Data Visualization & Wrangling: EDUCBA
  • Google Workspace Data Governance: Google Cloud
  • Data Tidying and Importing with R: Duke University
  • Data Manipulation with dplyr in R: Coursera
  • Data Structures in C: University of Michigan
  • Relational Database Support for Data Warehouses: University of Colorado System
  • Apply Python Programming for Data & Automation Projects: EDUCBA
  • Statistical Modeling for Data Science Applications: University of Colorado Boulder

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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