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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


  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Data – What It Is, What We Can Do With It

    Skills you'll gain: Data Literacy, Data Visualization, Data Analysis, Research Design, Data Presentation, Descriptive Statistics, Analytics, Descriptive Analytics, Research Methodologies, Statistics, Analytical Skills, Quantitative Research, Statistical Methods, Probability & Statistics

    4.6
    Rating, 4.6 out of 5 stars
    ·
    184 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    Status: AI skills
    AI skills
    M

    Microsoft

    Microsoft Business Analyst

    Skills you'll gain: Excel Formulas, Process Flow Diagrams, Microsoft Power Platform, Business Process Modeling, User Story, Business Requirements, Stakeholder Management, Data Modeling, Process Modeling, Microsoft Excel, Software Development Life Cycle, Requirements Analysis, Requirements Elicitation, Quality Management, Diagram Design, Power BI, Microsoft Visio, Stakeholder Engagement, Business Analysis, Data Analysis

    4.6
    Rating, 4.6 out of 5 stars
    ·
    1.6K reviews

    Beginner · Professional Certificate · 3 - 6 Months

  • Status: Preview
    Preview
    P

    Peking University

    算法设计与分析 Design and Analysis of Algorithms

    Skills you'll gain: Algorithms, Pseudocode, Theoretical Computer Science, Mathematical Modeling, Combinatorics, Computational Thinking, Applied Mathematics, Graph Theory, Mathematical Theory & Analysis, Network Routing, Bioinformatics, Design Strategies, Model Optimization

    4.7
    Rating, 4.7 out of 5 stars
    ·
    53 reviews

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    Creating a Data Warehouse Through Joins and Unions

    Skills you'll gain: Data Warehousing, Data Integration, Database Administration, SQL, Relational Databases, Data Analysis, Text Mining, Exploratory Data Analysis, Google Analytics

    4
    Rating, 4 out of 5 stars
    ·
    8 reviews

    Beginner · Project · Less Than 2 Hours

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Google Analytics: Data-Driven Marketing Mastery with AI

    Skills you'll gain: Google Analytics, Marketing Analytics, Performance Reporting, Looker (Software), Data-Driven Marketing, Web Analytics and SEO, Customer Analysis, Conversion Funnel Analysis, Dashboard Creation, Digital Analysis, Marketing Strategies, Search Engine Optimization, Data Storytelling, Analytics, Predictive Analytics, Analysis, Data Visualization, Target Audience, Process Improvement and Optimization, Process Optimization

    Beginner · Specialization · 3 - 6 Months

  • Status: Free
    Free
    G

    Google Cloud

    Enabling Sensitive Data Protection Discovery for BigQuery

    Skills you'll gain: Data Management, Information Management, Data Loss Prevention, Data Security, Cloud Security, Data Access, Google Cloud Platform, Personally Identifiable Information, Identity and Access Management

    Intermediate · Project · Less Than 2 Hours

  • Status: Preview
    Preview
    U

    University of Illinois Urbana-Champaign

    Data Analytics Foundations for Accountancy II

    Skills you'll gain: Anomaly Detection, Feature Engineering, Data Ethics, Machine Learning Algorithms, Machine Learning Methods, Classification Algorithms, Responsible AI, Machine Learning, Statistical Machine Learning, Applied Machine Learning, Supervised Learning, Unsupervised Learning, Scikit Learn (Machine Learning Library), Model Evaluation, Model Training, Machine Learning Software, Decision Tree Learning, Model Optimization, Regression Analysis

    4.5
    Rating, 4.5 out of 5 stars
    ·
    11 reviews

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Analyze and Visualize Business Data with Power BI

    Skills you'll gain: Data Visualization, Data Presentation, Management Reporting, Business Intelligence Software, Business Reporting, Business Analytics, Time Series Analysis and Forecasting, Analysis, Data Manipulation

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Present Insights: Drive Prioritization with Data Stories

    Skills you'll gain: Data Storytelling, Storytelling, Data Presentation, Strategic Prioritization, User Research, Data-Driven Decision-Making, Persona Development, Stakeholder Communications, Prioritization, Analytics, Presentations, Stakeholder Engagement, Stakeholder Management, Strategic Decision-Making, Strategic Communication, Quantitative Research

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    F

    Fred Hutchinson Cancer Center

    Best Practices for Ethical Data Handling

    Skills you'll gain: Data Ethics, Data Sharing, Personally Identifiable Information, Clinical Research Ethics, Medical Privacy, Data Management, Healthcare Ethics, Clinical Research, Data Security, Information Privacy, Health Information Management, Encryption

    Beginner · Course · 1 - 4 Weeks

  • B

    Ball State University

    Master of Science in Data Science

    Skills you'll gain: Data Ethics, Software Engineering, Graph Theory, Statistical Machine Learning, File Systems, Data Visualization, Database Systems, Exploratory Data Analysis, Financial Statement Analysis, Statistical Hypothesis Testing, SAS (Software), Statistical Methods, Spatial Data Analysis, Cryptography, Object Oriented Programming (OOP), Statistical Inference, Artificial Intelligence, Text Mining, Data Science, Data Wrangling

    Earn a degree

    Degree · 1 - 4 Years

  • Status: Preview
    Preview
    C

    Coursera

    Landing.AI for Beginners: Build Data Visualization AI Models

    Skills you'll gain: Model Deployment, Prompt Engineering, Generative AI, Multimodal Prompts, Cloud Deployment, Image Analysis, Application Deployment, Model Training, Computer Vision, Applied Machine Learning, Classification Algorithms

    4.4
    Rating, 4.4 out of 5 stars
    ·
    8 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Data – What It Is, What We Can Do With It: Johns Hopkins University
  • Microsoft Business Analyst: Microsoft
  • 算法设计与分析 Design and Analysis of Algorithms: Peking University
  • Creating a Data Warehouse Through Joins and Unions: Google Cloud
  • Google Analytics: Data-Driven Marketing Mastery with AI: Coursera
  • Enabling Sensitive Data Protection Discovery for BigQuery: Google Cloud
  • Data Analytics Foundations for Accountancy II: University of Illinois Urbana-Champaign
  • Analyze and Visualize Business Data with Power BI: EDUCBA
  • Present Insights: Drive Prioritization with Data Stories: Coursera
  • Best Practices for Ethical Data Handling: Fred Hutchinson Cancer Center

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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