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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


  • S

    STARWEAVER

    Certified Business Analysis Professional™ Exam Prep (CBAP®)

    Skills you'll gain: Requirements Management, Stakeholder Engagement, Strategic Planning, Performance Measurement, Business Process Modeling, Systems Analysis, Root Cause Analysis, Business Planning, Competitive Analysis, Business Strategy, Risk Mitigation, Stakeholder Analysis, Analysis, Process Management, Organizational Strategy, Change Requests, Stakeholder Communications, Business Process Management, Enterprise Architecture, Interviewing Skills

    4.7 stars, 356 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.7 (356) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Data Analysis in R: Predictive Analysis with Regression

    Skills you'll gain: Ggplot2, Model Evaluation, Plot (Graphics), Regression Analysis, Predictive Analytics, Predictive Modeling, Statistical Visualization, Data-Driven Decision-Making, Statistical Modeling, R Programming, Descriptive Statistics, R (Software), Exploratory Data Analysis, Descriptive Analytics, Statistical Analysis, Data Analysis

    4.2 stars, 13 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.2 (13) · Intermediate · Guided Project · Less Than 2 Hours

  • F

    Fundação Instituto de Administração

    Data Analysis for Business

    Skills you'll gain: Data Visualization, Data Presentation, Business Analytics, Regression Analysis, Descriptive Statistics, Data Analysis, Data-Driven Decision-Making, Statistical Inference, Statistical Methods, Data Strategy, Analytics, Strategic Decision-Making, Statistical Analysis, Data Science, Probability & Statistics, Statistical Hypothesis Testing, Statistical Modeling, Correlation Analysis

    4.6 stars, 29 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.6 (29) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Michigan

    Python Data Structures

    Skills you'll gain: File I/O, Data Structures, Data Processing, Data Analysis, Python Programming, Data Manipulation, Software Installation, File Management, Development Environment

    4.9 stars, 97K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.9 (97K) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • W

    Wesleyan University

    Data Analysis and Interpretation Capstone

    Skills you'll gain: Data Storytelling, Data Presentation, Exploratory Data Analysis, Data Analysis, Data Visualization, Research Reports, Statistical Reporting, Analytical Skills, Report Writing, Data Synthesis, Data Science, Data Management, Statistical Analysis, Data Manipulation, Descriptive Analytics, Descriptive Statistics, Research Methodologies, Research, Research Design

    4.8 stars, 48 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.8 (48) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Codio

    Data Analysis in Python

    Skills you'll gain: Matplotlib, Statistical Methods, Statistical Hypothesis Testing, Plot (Graphics), Data Analysis, Statistical Analysis, Data Import/Export, Data Visualization, Data Cleansing, Probability & Statistics, Data Manipulation, Descriptive Statistics, Pandas (Python Package), Data Wrangling, Correlation Analysis, Python Programming, Programming Principles, Computer Programming, Scripting, Computational Logic

    Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • G

    Google

    The Path to Insights: Data Models and Pipelines

    Skills you'll gain: Data Modeling, Database Design, Extract, Transform, Load, Databases, Data Warehousing, Database Systems, Data Pipelines, Business Intelligence, Data Integrity, Data Validation, Data Mart, Business Process, Data Integration, Data Management, Data Quality, Data Transformation, Performance Testing

    4.7 stars, 730 reviews, Advanced, Course, 1 - 4 Weeks

    ★ 4.7 (730) · Advanced · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • I

    IBM

    Databases and SQL for Data Science with Python

    Skills you'll gain: SQL, Database Management, Relational Databases, Stored Procedure, Databases, Query Languages, Database Theory, Data Access, Jupyter, Data Manipulation, Data Analysis, Transaction Processing, Python Programming

    4.7 stars, 23K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (23K) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Advanced Data Analysis with ChatGPT

    Skills you'll gain: Prompt Engineering, ChatGPT, Data Validation, Data Analysis, Data-Driven Decision-Making, Analytics, Analytical Skills

    4.7 stars, 32 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (32) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Introduction to Business Analysis Using Spreadsheets: Basics

    Skills you'll gain: Google Sheets, Data Visualization, Spreadsheet Software, Data Presentation, Plot (Graphics), Statistical Visualization, Data Analysis, Business Analytics, Descriptive Analytics, Productivity Software, Business Analysis, Data Manipulation, Google Workspace, Analytics, Descriptive Statistics, Statistics, Data Cleansing

    4.3 stars, 1.1K reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.3 (1.1K) · Beginner · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • C

    Corporate Finance Institute

    Data Analysis With Python

    Skills you'll gain: Matplotlib, Plot (Graphics), Data Visualization, Pandas (Python Package), NumPy, Data Analysis, Seaborn, Data Storytelling, Data Cleansing, Data Presentation, Data Analysis Software, Data Wrangling, Data Manipulation, Jupyter, Data Quality, Exploratory Data Analysis, Data Transformation, Statistical Methods, Statistical Analysis, Python Programming

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • I

    IBM

    Python Project for Data Science

    Skills you'll gain: Dashboard Creation, Dashboard, Web Scraping, Data Analysis, Data Presentation, Analytical Skills, Data Visualization Software, Graphing, Pandas (Python Package), Data Science, Jupyter, Python Programming, Data Collection

    4.5 stars, 4.9K reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.5 (4.9K) · Intermediate · 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

  • Certified Business Analysis Professional™ Exam Prep (CBAP®): STARWEAVER
  • Data Analysis in R: Predictive Analysis with Regression: Coursera
  • Data Analysis for Business: Fundação Instituto de Administração
  • Python Data Structures: University of Michigan
  • Data Analysis and Interpretation Capstone: Wesleyan University
  • Data Analysis in Python: Codio
  • The Path to Insights: Data Models and Pipelines: Google
  • Databases and SQL for Data Science with Python: IBM
  • Advanced Data Analysis with ChatGPT: Coursera
  • Introduction to Business Analysis Using Spreadsheets: Basics: 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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