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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 Minnesota

    Recruiting, Hiring, and Onboarding Employees

    Skills you'll gain: Talent Recruitment, Workforce Planning, Recruitment Strategies, Employee Onboarding, Recruitment, Employee Engagement, Human Resources Management and Planning, Talent Acquisition, Human Resources, Workforce Management, New Hire Orientations, Forecasting, Drive Engagement, Talent Sourcing, People Analytics, Law, Regulation, and Compliance, Interviewing Skills

    4.7 stars, 4.7K reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.7 (4.7K) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    BiteSize Python for Intermediate Learners

    Skills you'll gain: Matplotlib, Object Oriented Programming (OOP), Plotly, Seaborn, Data Visualization Software, Object Oriented Design, Data Visualization, Pandas (Python Package), NumPy, Statistical Visualization, Plot (Graphics), Interactive Data Visualization, Data Presentation, Software Documentation, Scatter Plots, Technical Documentation, Data Structures, Maintainability, Data Import/Export, Data Manipulation

    4.6 stars, 16 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.6 (16) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • P

    Packt

    Mastering Machine Learning Algorithms using Python

    Skills you'll gain: Data Science, Unsupervised Learning, Exploratory Data Analysis, Probability & Statistics, Machine Learning Algorithms, Applied Machine Learning, Classification And Regression Tree (CART), Data Analysis, Python Programming, Random Forest Algorithm, Dimensionality Reduction, Predictive Modeling, NumPy, Regression Analysis, Statistical Analysis, Data Processing, Deep Learning, Pandas (Python Package), Data Visualization, Data Manipulation

    Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • M

    Madecraft

    Practical Privacy for Products and Services

    Skills you'll gain: Information Privacy, General Data Protection Regulation (GDPR), Personally Identifiable Information, Data Governance, Data Management, Data Ethics, Data Security, Record Keeping, Data Processing, Data Mapping, Compliance Training, Records Management, Security Controls, Responsible AI, Risk Analysis, Information Systems Security, Law, Regulation, and Compliance, Governance, Risk Mitigation, Role-Based Access Control (RBAC)

    Beginner · Course · 1 - 3 Months

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

    University of Colorado Boulder

    Project Management

    Skills you'll gain: User Story, Engineering Management, Stakeholder Analysis, Project Scoping, Team Leadership, Team Management, Scope Management, Agile Project Management, Scrum (Software Development), Team Performance Management, Sprint Planning, Risk Management, Agile Methodology, Project Planning, Stakeholder Management, Leadership and Management, Team Building, Project Management, Budget Management, Stakeholder Communications

    4.7 stars, 1.6K reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.7 (1.6K) · Beginner · Specialization · 1 - 3 Months

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

    Meta

    HTML and CSS in depth

    Skills you'll gain: Responsive Web Design, Cascading Style Sheets (CSS), HTML and CSS, Bootstrap (Front-End Framework), Debugging, UI Components, Web Development Tools, Front-End Web Development, Web Design and Development, Web Design, Semantic Web, Hypertext Markup Language (HTML), Browser Compatibility, Frontend Performance, Web Development, Web Content Accessibility Guidelines, Web Analytics and SEO, User Interface (UI), Software Engineering Tools, Javascript

    4.7 stars, 1.9K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (1.9K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Pontificia Universidad Católica de Chile

    Gestión Empresarial Exitosa para Pymes

    Skills you'll gain: Entrepreneurship, Management Accounting, People Management, Business Management, Human Resources Management and Planning, Marketing, People Development, Accounting, Staff Management, Marketing Strategies, Value Propositions, Financial Management, Customer experience improvement, Financial Analysis, Innovation, Finance, Business Strategy, Recruitment, Persona (User Experience)

    4.8 stars, 5.5K reviews, Mixed, Course, 1 - 3 Months

    ★ 4.8 (5.5K) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • M

    Madecraft

    Business and Productivity Tools

    Skills you'll gain: Google Analytics, Microsoft 365, QuickBooks (Accounting Software), Web Analytics, Excel Formulas, Bookkeeping, Microsoft Outlook, Microsoft PowerPoint, Microsoft Word, Workflow Management, Digital Marketing, Data Analysis, Accounting, Productivity, Microsoft Excel, Financial Reporting, Project Management, Team Collaboration, Business, Cloud Storage

    Beginner · Specialization · 3 - 6 Months

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

    University of Michigan

    Python Functions, Files, and Dictionaries

    Skills you'll gain: File I/O, Data Import/Export, Python Programming, Programming Principles, Data Structures

    4.8 stars, 5.4K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (5.4K) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Virginia

    Artificial Intelligence in Marketing

    Skills you'll gain: AI Personalization, Marketing Strategies, Data-Driven Marketing, Digital Transformation, Marketing, Marketing Analytics, Network Model, Data-Driven Decision-Making, Machine Learning Algorithms, Personalized Campaigns, Artificial Intelligence, Digital Marketing, Business Strategy, Case Studies, Customer Insights, Competitive Analysis, Network Analysis, Customer Engagement, AI Integrations

    4.6 stars, 359 reviews, Beginner, Course, 1 - 4 Weeks

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

    Category: Preview
    Preview
  • J

    Johns Hopkins University

    Trustworthy AI: Managing Bias, Ethics, and Accountability

    Skills you'll gain: Responsible AI, Data Ethics, Artificial Intelligence, Business Ethics, Machine Learning, AI literacy, Accountability, Artificial Intelligence and Machine Learning (AI/ML), Ethical Standards And Conduct, Risk Analysis, Case Studies, Risk Mitigation, Law, Regulation, and Compliance, Decision Making, Workforce Management

    4.5 stars, 14 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.5 (14) · Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • I

    IBM

    Machine Learning Rapid Prototyping with IBM Watson Studio

    Skills you'll gain: Feature Engineering, Model Deployment, Data Preprocessing, Model Optimization, Model Evaluation, Data Transformation, Model Training, Applied Machine Learning, MLOps (Machine Learning Operations), Predictive Modeling, Exploratory Data Analysis, Machine Learning Methods, Machine Learning, Scikit Learn (Machine Learning Library), Data Science, IBM Cloud, Python Programming

    4.2 stars, 17 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.2 (17) · Intermediate · Course · 1 - 4 Weeks

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

  • Recruiting, Hiring, and Onboarding Employees: University of Minnesota
  • BiteSize Python for Intermediate Learners: University of Colorado Boulder
  • Mastering Machine Learning Algorithms using Python: Packt
  • Practical Privacy for Products and Services: Madecraft
  • Project Management: University of Colorado Boulder
  • HTML and CSS in depth: Meta
  • Gestión Empresarial Exitosa para Pymes: Pontificia Universidad Católica de Chile
  • Business and Productivity Tools: Madecraft
  • Python Functions, Files, and Dictionaries: University of Michigan
  • Artificial Intelligence in Marketing: University of Virginia

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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