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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 Illinois Urbana-Champaign

    Pattern Discovery in Data Mining

    Skills you'll gain: Data Mining, Big Data, Text Mining, Unsupervised Learning, Spatial Data Analysis, Spatial Analysis, Advanced Analytics, Image Analysis, Algorithms, Model Evaluation, Correlation Analysis, Information Privacy

    ★ 4.3 (326) · Mixed · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • B

    Board Infinity

    Static & Dynamic Analysis for Technical Testing

    Skills you'll gain: Performance Testing, Maintainability, Software Testing, Code Review, Software Technical Review, Security Testing, Performance Stress Testing, Software Quality Assurance, Application Security, Test Tools, Browser Compatibility

    Advanced · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • E

    EDHEC Business School

    Introduction to Portfolio Construction and Analysis with Python

    Skills you'll gain: Investment Management, Portfolio Management, Portfolio Risk, Investments, Return On Investment, Asset Management, Financial Management, Risk Modeling, Risk Analysis, Financial Modeling, Process Optimization, Risk Management, Financial Analysis, Python Programming, Simulations, Correlation Analysis

    ★ 4.8 (1.5K) · Mixed · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • C

    Corporate Finance Institute

    Reading Financial Statements

    Skills you'll gain: Financial Statement Analysis, Annual Reports, Financial Statements, Financial Analysis, Financial Reporting, Financial Acumen, Accounting, Management Reporting, General Accounting, Financial Accounting, Business Reporting, Income Statement, Financial Data, Balance Sheet, Auditors Report, Risk Analysis, Business Acumen, Risk Management, Cash Flows

    ★ 4.8 (51) · Beginner · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • D

    Duke University

    Data Engineering with Rust

    Skills you'll gain: Data Pipelines, Rust (Programming Language), Restful API, Cloud-Based Integration, Amazon Web Services, Data Structures, Secure Coding, Data Processing, Application Programming Interface (API), Data Manipulation, System Programming, Cryptography, Python Programming, Command-Line Interface, Software Testing

    ★ 3.5 (71) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • M

    Microsoft

    Data Preparation and Governance

    Skills you'll gain: Data Transformation, Power BI, Data Quality, Data Governance, Financial Data, Data Wrangling, Data Cleansing, Reconciliation, Month End Closing, Data Management, Data Integrity, Financial Controls, Quality Monitoring, Data Integration, Data Validation, Microsoft Copilot, Financial Analysis, Microsoft Excel, Financial Management, AI Integrations

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
  • U

    University of California, Davis

    Healthcare Data Literacy

    Skills you'll gain: Data Integration, Health Informatics, Data Dictionary, Health Systems, Metadata Management, Health Care, Data Mapping, Healthcare Industry Knowledge, Value-Based Care, Health Information Management, Taxonomy, Care Coordination, Health Policy, Data Literacy, Clinical Data Management, Clinical Informatics, ICD Coding (ICD-9/ICD-10), Health Care Procedure and Regulation, Data Quality, Medical Terminology

    ★ 4.4 (137) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • J

    Johns Hopkins University

    Building a Data Science Team

    Skills you'll gain: Employee Onboarding, Team Motivation, Interviewing Skills, New Hire Orientations, Organizational Leadership, Team Management, Team Building, Management Training And Development, Organizational Effectiveness, Team Leadership, People Management, Technical Management, Staff Management, Recruitment, Talent Recruitment, Recruitment Strategies, Empowerment, Data Science, Cross-Functional Collaboration

    ★ 4.5 (3.3K) · Mixed · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • U

    University of Leeds

    Programming for Data Science

    Skills you'll gain: Jupyter, Programming Principles, Computer Programming Tools, Computer Programming, Python Programming, Software Installation, Data Structures, Data Science

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

    Category: Preview
    Preview
  • A

    Alberta Machine Intelligence Institute

    Data for Machine Learning

    Skills you'll gain: Feature Engineering, Data Preprocessing, Model Evaluation, Data Quality, Model Training, Data Validation, Data Cleansing, Data Ethics, Data Transformation, Model Optimization, Verification And Validation, Applied Machine Learning, Machine Learning, Responsible AI, Machine Learning Algorithms, Algorithms, Python Programming, Computer Programming, Linear Algebra, Statistical Analysis

    ★ 4.4 (98) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • N

    Northeastern University

    Data-Driven Systems: DBMS, SQL & Data Modeling

    Skills you'll gain: Database Design, Database Systems, Database Theory, MongoDB, Database Development, Database Management Systems, Data Modeling, Database Management, Database Architecture and Administration, NoSQL, Relational Databases, Unified Modeling Language, SQL, Data Management, Performance Tuning, Software Architecture, Conceptual Design

    Mixed · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • C

    Coursera

    Data Visualization using Bokeh

    Skills you'll gain: Plot (Graphics), Spatial Data Analysis, Data Visualization Software, Data Visualization, Geospatial Mapping, Software Installation, Python Programming

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

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

  • Pattern Discovery in Data Mining: University of Illinois Urbana-Champaign
  • Static & Dynamic Analysis for Technical Testing: Board Infinity
  • Introduction to Portfolio Construction and Analysis with Python: EDHEC Business School
  • Reading Financial Statements: Corporate Finance Institute
  • Data Engineering with Rust: Duke University
  • Data Preparation and Governance: Microsoft
  • Healthcare Data Literacy: University of California, Davis
  • Building a Data Science Team: Johns Hopkins University
  • Programming for Data Science: University of Leeds
  • Data for Machine Learning: Alberta Machine Intelligence Institute

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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