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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


  • E

    EDUCBA

    DP-900 Azure Data Fundamentals

    Skills you'll gain: Relational Databases, Power BI, Microsoft Azure, Database Management, NoSQL, Dashboard, Cloud Deployment, Dashboard Creation, Data Integration, Data Visualization, Data Visualization Software, SQL, Database Management Systems, Data Storage, Data Modeling, Cloud Storage, Extract, Transform, Load, Data Processing, Infrastructure As A Service (IaaS), Platform As A Service (PaaS)

    4.7 stars, 27 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • J

    Johns Hopkins University

    Data Literacy Capstone – Evaluating Research

    Skills you'll gain: Peer Review, Data Literacy, Research, Quantitative Research, Report Writing, Analytical Skills, Science and Research, Data Analysis, Research Methodologies

    4.9 stars, 7 reviews, Intermediate, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • D

    Duke University

    Linux and Bash for Data Engineering

    Skills you'll gain: Bash (Scripting Language), Linux Commands, Shell Script, Linux, Linux Administration, Unix Shell, File Management, grep, File Systems, Scripting, Command-Line Interface, File I/O, Scripting Languages, Remote Access Systems, Data Manipulation, Data Processing, Data Management, Development Environment

    4.6 stars, 136 reviews, Intermediate, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Analyze and Visualize Data Using Power BI

    Skills you'll gain: Data Presentation, Dashboard Creation, Business Reporting, Business Intelligence Software, Data Analysis Software

    4.8 stars, 18 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (18) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    SQL in Action: Querying, Aggregating, and Joining Data

    Skills you'll gain: SQL, Database Management, Query Languages, Data Analysis, Performance Tuning, Analytical Skills, Data Manipulation, Analysis

    4.9 stars, 9 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.9 (9) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Apply Advanced SPSS Data Analytics & Modeling

    Skills you'll gain: Dashboard Creation, Dashboard, SPSS (Software), SPSS, Descriptive Analytics, Data Transformation, Data Visualization, Advanced Analytics, Data Wrangling, Logistic Regression, Statistical Hypothesis Testing, Statistical Machine Learning, Data Manipulation, Regression Analysis, Analytics, Data Presentation, Correlation Analysis, Data Literacy, Data Preprocessing, Data Analysis

    4.9 stars, 34 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.9 (34) · Beginner · Specialization · 3 - 6 Months

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

    Coursera

    Using Descriptive Statistics to Analyze Data in R

    Skills you'll gain: Descriptive Statistics, Statistical Programming, R Programming, R (Software), Statistical Reporting, Data Quality, Data Preprocessing, Data Cleansing, Statistics, Data Processing, Statistical Methods, Statistical Software, Data Analysis Software, Statistical Analysis, Data Import/Export

    4.6 stars, 93 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.6 (93) · Beginner · Guided Project · Less Than 2 Hours

  • R

    Rice University

    Basic Data Descriptors, Statistical Distributions, and Application to Business Decisions

    Skills you'll gain: Statistics, Descriptive Statistics, Probability & Statistics, Probability Distribution, Business Analytics, Statistical Methods, Microsoft Excel, Statistical Modeling, Data Analysis, Excel Formulas, Statistical Analysis, Descriptive Analytics, Box Plots, Sampling (Statistics), Statistical Inference, Correlation Analysis, Decision Making, Variance Analysis

    4.7 stars, 2.7K reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.7 (2.7K) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • G

    Google Cloud

    Troubleshooting Data Models in Looker

    Skills you'll gain: Looker (Software), Data Modeling, Exploratory Data Analysis, Data Validation, Data Maintenance, Data Analysis, Data Visualization, Data Analysis Software, Google Cloud Platform

    Intermediate · Project · Less Than 2 Hours

    Status: Free trial
    Free trial
  • S

    STARWEAVER

    GenAI Data Engineering and RAG Systems

    Skills you'll gain: AI Personalization, System Monitoring, Generative AI, Data Processing, Extract, Transform, Load, Scalability, Large Language Modeling, Data Architecture, Data Pipelines, Context Management, Performance Tuning, Continuous Monitoring, Database Systems, Data Quality, Talent Pipelining, Process Optimization, Engineering

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • J

    John Wiley & Sons

    Foundations of Healthcare Data for Quality Improvement

    Skills you'll gain: Run Chart, Data Collection, Data Analysis, Quality Improvement, Continuous Quality Improvement (CQI), Healthcare Project Management, Statistical Analysis, Exploratory Data Analysis, Data Literacy, Statistical Methods, Data-Driven Decision-Making, Sampling (Statistics), Statistical Visualization, Graphing, Decision Making

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • E

    EDUCBA

    QlikView & QlikSense: Build & Analyze Data Models

    Skills you'll gain: Data Modeling, Enterprise Resource Planning, Business Intelligence, Interactive Data Visualization, Data Store, Security Controls, Data Visualization Software, Dashboard Creation, Workflow Management, Business Workflow Analysis, Data Import/Export, Data Warehousing, Extract, Transform, Load, Data Processing, Data Integration, Data Wrangling, Project Implementation, Microsoft Excel, Data Transformation, Authorization (Computing)

    Mixed · Course · 1 - 3 Months

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

  • DP-900 Azure Data Fundamentals: EDUCBA
  • Data Literacy Capstone – Evaluating Research: Johns Hopkins University
  • Linux and Bash for Data Engineering: Duke University
  • Analyze and Visualize Data Using Power BI: EDUCBA
  • SQL in Action: Querying, Aggregating, and Joining Data: Coursera
  • Apply Advanced SPSS Data Analytics & Modeling: EDUCBA
  • Using Descriptive Statistics to Analyze Data in R: Coursera
  • Basic Data Descriptors, Statistical Distributions, and Application to Business Decisions: Rice University
  • Troubleshooting Data Models in Looker: Google Cloud
  • GenAI Data Engineering and RAG Systems: STARWEAVER

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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