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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


  • U

    University of Colorado Boulder

    Managing, Describing, and Analyzing Data

    Skills you'll gain: Sampling (Statistics), R (Software), Statistical Inference, Probability Distribution, R Programming, Statistical Hypothesis Testing, Descriptive Statistics, Statistical Methods, Probability & Statistics, Statistical Software, Data Science, Statistics, Data Analysis, Statistical Analysis, Probability, Data Literacy, Statistical Visualization, Data Manipulation

    4.7 stars, 35 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (35) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • C

    Coursera

    Data Management with Databricks: Big Data with Delta Lakes

    Skills you'll gain: Databricks, Data Lakes, Data Pipelines, Data Integration, JSON, Dashboard, SQL, Data Manipulation, Apache Spark, Dashboard Creation, Big Data, Data Management, Data Transformation, Data Architecture, Version Control

    4.1 stars, 32 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.1 (32) · Intermediate · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Advanced Excel Financial Modeling Risk Analysis & Auditing

    Skills you'll gain: Variance Analysis, Budget Management, Financial Analysis, Cost Control, Financial Auditing, Financial Modeling, Financial Data, Auditing, Risk Modeling, Financial Statement Analysis, Financial Forecasting, Financial Statements, Excel Formulas, Financial Reporting, Revenue Forecasting, Forecasting, Financial Accounting, Risk Analysis, Simulation and Simulation Software, Microsoft Excel

    Advanced · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    University of Michigan

    The Total Data Quality Framework

    Skills you'll gain: Data Quality, Data Collection, Data Validation, Data Analysis, Data Processing, Data Access, Statistical Analysis

    4.6 stars, 52 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (52) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Illinois Urbana-Champaign

    Accounting Analysis I: Measurement and Disclosure of Assets

    Skills you'll gain: Financial Reporting, Inventory Accounting, Financial Statement Analysis, Depreciation, Cash Control, Financial Statements, Financial Accounting, Fixed Asset, Balance Sheet, Generally Accepted Accounting Principles (GAAP), Accounting, Cost Accounting, Inventory Control Systems, Accounts Receivable, Internal Controls, Capital Expenditure, Equities, Inventory Management System, Investments

    4.7 stars, 231 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.7 (231) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • C

    Coursera

    Big Data Technologies and Applications

    Skills you'll gain: Big Data, Data Processing, Data Analysis, Analysis

    4.6 stars, 13 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (13) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • S

    SkillUp

    Data Science for Healthcare

    Skills you'll gain: Decision Intelligence, Model Training, Machine Learning Algorithms, Forecasting, Classification Algorithms, Dimensionality Reduction, Embeddings

    Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Mutual Fund Performance and Risk Analysis

    Skills you'll gain: Portfolio Management, Portfolio Risk, Accounting, Investments, Investment Management, Risk Analysis, Return On Investment, Fund Accounting, Financial Analysis, Equities, Tax Management, Wealth Management, Finance, Performance Analysis, Performance Measurement, Asset Management, Risk Management, Capital Markets, Benchmarking

    Mixed · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    University of Michigan

    Arranging and Visualizing Data in R

    Skills you'll gain: Exploratory Data Analysis, Rmarkdown, R (Software), Plot (Graphics), Tidyverse (R Package), Statistical Visualization, Data Visualization, Data Visualization Software, R Programming, Data Analysis, Ggplot2, Data Wrangling, Scatter Plots, Data Manipulation, Histogram, Statistical Reporting, Scripting, Package and Software Management, Scripting Languages, Data Transformation

    4.9 stars, 10 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • C

    Coursera

    Agile Project: Product Prototype Touchpoint Analysis in Miro

    Skills you'll gain: Agile Product Development, Wireframing, Product Roadmaps, Journey Mapping, Agile Methodology, Customer experience improvement, Agile Project Management, Persona Development, Prototyping, Experience Design, User Story, Product Development, New Product Development, Customer Analysis, Product Strategy, Process Analysis

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

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

    Category: Free
    Free
  • M

    Microsoft

    Generative AI for Data Scientists

    Skills you'll gain: Responsible AI, Microsoft Copilot, Data Storytelling, Generative AI, Generative Model Architectures, Data Presentation, AI Workflows, Technical Communication, Data Ethics, Dashboard Creation, Data Validation, Data Transformation, Spreadsheet Software, Prompt Engineering, Data Manipulation, Microsoft 365, Data Science, Data Security, Model Evaluation, Critical Thinking

    4.7 stars, 73 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.7 (73) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • M

    Microsoft

    AI & Data Insights

    Skills you'll gain: Customer Relationship Management, Customer Relationship Management (CRM) Software, Power BI, Customer Insights, Customer Analysis, Dashboard Creation, AI Personalization, Customer experience improvement, Microsoft Copilot, Customer Data Management, Customer Service, Personalized Service, Analytical Skills, Data Validation, Data Analysis, AI Integrations, Data Integrity, Performance Analysis, Data Quality, Customer Communications Management

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
1…959697…834

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

  • Managing, Describing, and Analyzing Data: University of Colorado Boulder
  • Data Management with Databricks: Big Data with Delta Lakes: Coursera
  • Advanced Excel Financial Modeling Risk Analysis & Auditing: Coursera
  • The Total Data Quality Framework: University of Michigan
  • Accounting Analysis I: Measurement and Disclosure of Assets: University of Illinois Urbana-Champaign
  • Big Data Technologies and Applications: Coursera
  • Data Science for Healthcare: SkillUp
  • Mutual Fund Performance and Risk Analysis: EDUCBA
  • Arranging and Visualizing Data in R: University of Michigan
  • Agile Project: Product Prototype Touchpoint Analysis in Miro: 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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