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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
    C

    Coursera

    Visualize and Alert AI Performance KPIs

    Skills you'll gain: Data Storytelling, Data Presentation, Data-Driven Decision-Making, Dashboard, Data Visualization, Dashboard Creation, Key Performance Indicators (KPIs), System Monitoring, Performance Reporting, Performance Measurement, Performance Analysis, Data Visualization Software, Business Intelligence, Performance Metric, Business Intelligence Software, Continuous Monitoring, Cost Containment, Issue Tracking, Budget Management, Cost Management

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    Infosec

    Credential Access, discovery, lateral movement & collection

    Skills you'll gain: MITRE ATT&CK Framework, Network Security, Cybersecurity, Exploitation techniques, Penetration Testing, Cyber Attacks, Python Programming, Data Access, Authentications, Scripting, Remote Access Systems, User Accounts

    4.8
    Rating, 4.8 out of 5 stars
    ·
    69 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    S

    SkillUp

    Scrum Master Capstone

    Skills you'll gain: User Story, Sprint Retrospectives, Risk Analysis, Sprint Planning, Backlogs, Project Risk Management, Risk Management, Agile Project Management, Risk Mitigation, Agile Product Development, Product Requirements, Agile Methodology, Stakeholder Engagement, Stakeholder Management, Kanban Principles, Project Documentation, Portfolio Management, Project Planning, Performance Analysis, Team Building

    4.8
    Rating, 4.8 out of 5 stars
    ·
    53 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    Q

    Queen Mary University of London

    Getting Started with Leadership

    Skills you'll gain: Stakeholder Management, Organizational Change, Stakeholder Engagement, Time Management, Organizational Effectiveness, Organizational Leadership, Leadership and Management, Organizational Structure, Stakeholder Analysis, Business Leadership, Team Leadership, Leadership, Staff Management, Leadership Development, Influencing

    4.6
    Rating, 4.6 out of 5 stars
    ·
    128 reviews

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Sustainability for Business

    Skills you'll gain: Sustainable Business, Corporate Sustainability, Stakeholder Engagement, Environmental Social And Corporate Governance (ESG), Sustainability Reporting, Stakeholder Management, Performance Measurement, Strategic Partnership, Sustainable Development, Sustainable Systems, Corporate Strategy, Sustainability Standards, Stakeholder Analysis, Drive Engagement, Procurement, Business Strategies, Communication Planning, Supply Chain Management, Systems Thinking, Communication

    4.6
    Rating, 4.6 out of 5 stars
    ·
    54 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Preview
    Preview
    T

    Technion - Israel Institute of Technology

    New Product Development - develop your own new product

    Skills you'll gain: New Product Development, Budget Management, Risk Management, Resource Allocation, Risk Modeling, Risk Management Framework, Resource Management, Risk Analysis, Project Management, Product Development, Resource Planning, Cost Management, Milestones (Project Management), Project Risk Management, Product Management, Project Planning, Agile Product Development, Business Strategies, Scheduling, Process Development

    4.4
    Rating, 4.4 out of 5 stars
    ·
    143 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    I

    Imperial College London

    Quality Improvement in Healthcare

    Skills you'll gain: Continuous Quality Improvement (CQI), Qualitative Research, Public Health, Healthcare Project Management, Patient Safety, Public Health and Disease Prevention, Health Systems, Community Health, Clinical Leadership, Patient-centered Care, Health Care, Quantitative Research, Geographic Information Systems, Health Policy, Research Design, Program Evaluation, Leadership, Data Collection, Scientific Methods, Data-Driven Decision-Making

    4.9
    Rating, 4.9 out of 5 stars
    ·
    152 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Preview
    Preview
    U

    University of Cape Town

    Introduction to Small Molecule Drug Discovery & Development

    Skills you'll gain: Pharmacology, Drug Development, Clinical Trials, Clinical Research, Clinical Data Management, Good Clinical Practices (GCP), Pharmaceuticals, Clinical Research Ethics, Pre-Clinical Development, Infectious Diseases, Patient-centered Care, Medical Science and Research, Chemistry, Informed Consent, Microbiology

    4.8
    Rating, 4.8 out of 5 stars
    ·
    113 reviews

    Beginner · Course · 1 - 4 Weeks

  • H

    H2O.ai

    DataPrep for H2O Driverless AI

    Skills you'll gain: Supervised Learning, Machine Learning Methods, Data Preprocessing, Machine Learning, Time Series Analysis and Forecasting, Applied Machine Learning, Data Quality, Data Wrangling, Data Analysis, Model Training, Data Manipulation, Classification Algorithms, Regression Analysis

    Beginner · Course · 1 - 4 Weeks

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

    Coursera

    Machine Learning Made Easy for Software Engineers

    Skills you'll gain: Model Evaluation, Model Deployment, Model Training, Model Optimization, Data Preprocessing, MLOps (Machine Learning Operations), Data Cleansing, Microservices, Data Pipelines, Feature Engineering, Data Quality, Containerization, Application Deployment, Service Level, Extract, Transform, Load, Data Transformation, System Monitoring, Machine Learning Methods, Performance Tuning, Machine Learning Algorithms

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    V

    Vanderbilt University

    Android App Components - Services, Local IPC, and Content Providers

    Skills you'll gain: Android Development, Android (Operating System), Mobile Development, Software Design, User Interface (UI) Design, Java Programming, Data Access, Software Architecture, Databases, Service Management

    4.3
    Rating, 4.3 out of 5 stars
    ·
    411 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    F

    Fundação Instituto de Administração

    Budgeting essentials and development

    Skills you'll gain: Budget Management, Budgeting, Financial Management, Operating Budget, Cost Control, Performance Management, Performance Measurement, Business Planning, Business Strategy, Strategic Planning, Variance Analysis, Cross-Functional Collaboration, Forecasting

    4.5
    Rating, 4.5 out of 5 stars
    ·
    319 reviews

    Intermediate · Course · 1 - 3 Months

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

  • Visualize and Alert AI Performance KPIs: Coursera
  • Credential Access, discovery, lateral movement & collection: Infosec
  • Scrum Master Capstone: SkillUp
  • Getting Started with Leadership: Queen Mary University of London
  • Sustainability for Business: University of Colorado Boulder
  • New Product Development - develop your own new product: Technion - Israel Institute of Technology
  • Quality Improvement in Healthcare: Imperial College London
  • Introduction to Small Molecule Drug Discovery & Development: University of Cape Town
  • DataPrep for H2O Driverless AI: H2O.ai
  • Machine Learning Made Easy for Software Engineers: 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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