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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

    Data Science

    Skills you'll gain: Shiny (R Package), Rmarkdown, Exploratory Data Analysis, Model Evaluation, R (Software), Regression Analysis, Leaflet (Software), Version Control, Statistical Analysis, R Programming, Data Manipulation, Data Cleansing, Data Science, Statistical Inference, Predictive Modeling, Statistical Hypothesis Testing, Data Wrangling, Data Visualization, Machine Learning, GitHub

    ★ 4.5 (51K) · Beginner · Specialization · 3 - 6 Months

    Category: Bestseller
    Bestseller
  • E

    EDUCBA

    Analyze Markets Using Technical Analysis & Chart Patterns

    Skills you'll gain: Financial Trading, Market Data, Verification And Validation

    ★ 4.4 (17) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • P

    Princeton University

    Analysis of Algorithms

    Skills you'll gain: Combinatorics, Algorithms, Theoretical Computer Science, Mathematical Theory & Analysis, Data Structures, Advanced Mathematics, Mathematical Modeling, Probability, Applied Mathematics, Calculus

    ★ 4.4 (1.1K) · Advanced · Course · 1 - 3 Months

    Category: Free
    Free
  • L

    London Business School

    Fundamentals of Financial Analysis

    Skills you'll gain: Financial Statement Analysis, Financial Analysis, Financial Statements, Balance Sheet, Financial Reporting, Income Statement, Return On Investment, Accounting, Investments, Cash Flows

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

    Category: Preview
    Preview
  • F

    Fractal Analytics

    Data Storytelling

    Skills you'll gain: Data Storytelling, Data Presentation, Data Visualization, Interactive Data Visualization, Storyboarding, Storytelling, Data Visualization Software, Data Ethics, Data Literacy, Visual Storytelling, Data-Driven Decision-Making, Data Quality, Data Analysis, Drive Engagement, Ethical Standards And Conduct

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

    Status: Free Trial
    Free Trial
  • I

    IBM

    IBM Data Architecture

    Skills you'll gain: NoSQL, Database Administration, Data Warehousing, SQL, Data Pipelines, Apache Hadoop, Database Architecture and Administration, Database Design, Database Management, Relational Databases, Data Security, Linux Commands, Data Migration, Data Governance, MongoDB, Apache Spark, Apache Kafka, Extract, Transform, Load, Data Architecture, Data Store

    ★ 4.6 (7.6K) · Beginner · Professional Certificate · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • C

    Coursera

    Root Cause Analysis: Principles and Benefits

    Skills you'll gain: Root Cause Analysis, Operational Efficiency, Corrective and Preventive Action (CAPA), Continuous Improvement Process, Product Improvement, Continuous Quality Improvement (CQI), Quality Improvement, Product Quality (QA/QC), Process Improvement, Operational Excellence, Proactivity, Process Improvement and Optimization, Critical Thinking and Problem Solving, Complex Problem Solving, Critical Thinking, Culture Transformation

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

    Category: Preview
    Preview
  • I

    IBM

    IBM Data Engineering

    Skills you'll gain: NoSQL, Extract, Transform, Load, Database Administration, Apache Spark, Data Warehousing, Web Scraping, Data Pipelines, Apache Hadoop, Database Architecture and Administration, Database Design, Linux Commands, SQL, IBM Cognos Analytics, Data Store, Generative AI, Professional Networking, Data Import/Export, Python Programming, Data Analysis, Data Science

    ★ 4.6 (62K) · Beginner · Professional Certificate · 3 - 6 Months

    Category: Job Skills
    Job Skills
  • D

    DeepLearning.AI

    Data Analytics Foundations

    Skills you'll gain: Data Storytelling, Google Sheets, Data Visualization, Statistical Visualization, Spreadsheet Software, Large Language Modeling, Data Literacy, Data Presentation, Data Visualization Software, LLM Application, Business Analysis, Requirements Analysis, Data Analysis, Analytics, Business Requirements, Analytical Skills, Exploratory Data Analysis, Data-Driven Decision-Making, Productivity Software, Google Workspace

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

    Status: Free Trial
    Free Trial
  • M

    Meta

    Introduction to Data Management

    Skills you'll gain: Data Management, Data Presentation, Data Storytelling, Data Collection, Data Governance, Data Analysis, Information Privacy, Data Quality, Data Storage, Data Storage Technologies, Data Security, Exploratory Data Analysis, Data-Driven Decision-Making, Data Architecture, Data Visualization Software, Big Data, Applied Machine Learning, Machine Learning Methods, Machine Learning

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

    Status: Free Trial
    Free Trial
  • D

    DeepLearning.AI

    DeepLearning.AI Data Analytics

    Skills you'll gain: Data Storytelling, Web Scraping, Google Sheets, Data Visualization, Data Presentation, Statistical Visualization, Spreadsheet Software, Large Language Modeling, Tableau Software, Data Literacy, Dashboard, Pandas (Python Package), Time Series Analysis and Forecasting, Probability & Statistics, Extract, Transform, Load, Statistical Analysis, Statistics, Data Manipulation, Data Analysis, Descriptive Statistics

    ★ 4.7 (285) · Beginner · Professional Certificate · 3 - 6 Months

    Category: Job Skills
    Job Skills
  • G

    Google

    Google Advanced Data Analytics

    Skills you'll gain: Interactive Data Visualization, Statistics, Descriptive Statistics, Logistic Regression, Decision Tree Learning, Advanced Analytics, Probability & Statistics, Probability Distribution, Statistical Inference, Applied Machine Learning, Data-Driven Decision-Making, Supervised Learning, Workflow Management, Statistical Methods, Statistical Modeling, Data Cleansing, Data Structures, Interviewing Skills, NumPy, Professional Development

    ★ 4.8 (12K) · Advanced · Professional Certificate · 3 - 6 Months

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

  • Data Science: Johns Hopkins University
  • Analyze Markets Using Technical Analysis & Chart Patterns: EDUCBA
  • Analysis of Algorithms: Princeton University
  • Fundamentals of Financial Analysis: London Business School
  • Data Storytelling: Fractal Analytics
  • IBM Data Architecture: IBM
  • Root Cause Analysis: Principles and Benefits: Coursera
  • IBM Data Engineering: IBM
  • Data Analytics Foundations: DeepLearning.AI
  • Introduction to Data Management: Meta

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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