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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


  • L

    LearnQuest

    Fundamentals of Big Data

    Skills you'll gain: Big Data, Analytics, Data Processing, Data Analysis, Data Strategy, Data Storage, Data Management, Data Infrastructure, Unstructured Data, Real Time Data

    3.9
    Rating, 3.9 out of 5 stars
    ·
    30 reviews

    Mixed · Course · 1 - 4 Weeks

  • C

    Coursera

    Cleanse, Analyze and Validate Financial Data

    Skills you'll gain: Data Validation, Pivot Tables And Charts, Dashboard, Microsoft Excel, Financial Data, Data Cleansing, Case Studies, Data Transformation, Data Quality, Data Integrity, Data Manipulation, Data Integration, Financial Analysis, Automation

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Data Engineering with Scala and Spark

    Skills you'll gain: Scala Programming, Data Pipelines, Test Driven Development (TDD), Apache Airflow, Data Lakes, Apache Spark, CI/CD, Apache Kafka, Data Quality, Data Infrastructure, Cloud Engineering, Data Architecture, Performance Tuning, Unit Testing, Data Transformation, Data Processing, Data Validation, Real Time Data, Big Data, Data Integrity

    Intermediate · Course · 3 - 6 Months

  • U

    University of California San Diego

    Advanced Data Structures in Java

    Skills you'll gain: Graph Theory, Data Structures, Java Programming, Java, Object Oriented Design, Software Design, Algorithms, Theoretical Computer Science, Maintainability, Object Oriented Programming (OOP), Network Routing, Computational Thinking, Application Development

    4.8
    Rating, 4.8 out of 5 stars
    ·
    1.2K reviews

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Python for Data Visualization: Matplotlib & Seaborn

    Skills you'll gain: Matplotlib, Histogram, Plot (Graphics), Data Visualization, Seaborn, Scatter Plots, Data Visualization Software, Statistical Visualization, Graphing, Python Programming

    4.6
    Rating, 4.6 out of 5 stars
    ·
    78 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • U

    University at Buffalo

    Data-Driven Decision Making (DDDM)

    Skills you'll gain: Data Storytelling, Statistical Process Controls, Data Literacy, Process Mapping, Data Ethics, Data Visualization, Data-Driven Decision-Making, Data Collection, Process Improvement, Data Visualization Software, Business Process, Business Analytics, Tableau Software, Analytics, Data Analysis, Root Cause Analysis, Minitab, Lean Methodologies, Six Sigma Methodology, Process Analysis

    4.6
    Rating, 4.6 out of 5 stars
    ·
    484 reviews

    Beginner · Specialization · 1 - 3 Months

  • C

    Coursera

    Automate Excel Data with Power Query and Lookups

    Skills you'll gain: Data Cleansing, Financial Data, Microsoft Excel, Excel Formulas, Management Reporting, Data Transformation, Data Manipulation, Automation, Financial Reporting, Extract, Transform, Load, Data Import/Export, Spreadsheet Software, Data Validation

    Intermediate · Course · 1 - 4 Weeks

  • F

    Fundação Instituto de Administração

    Data & Finance for the future

    Skills you'll gain: Financial Statement Analysis, Financial Analysis, Cash Flows, Business Analytics, Regression Analysis, Descriptive Statistics, Data Analysis, Data-Driven Decision-Making, Statistical Inference, Financial Accounting, Business Valuation, Balance Sheet, Competitive Analysis, Income Statement, Working Capital, International Finance, Business Economics, Economics, Market Dynamics, Business Planning

    4.8
    Rating, 4.8 out of 5 stars
    ·
    495 reviews

    Intermediate · Specialization · 3 - 6 Months

  • C

    Coursera

    Dynamic Dashboards: Report and Visualize Data

    Skills you'll gain: Dashboard, Data Visualization, Data Presentation, Pivot Tables And Charts, Spreadsheet Software, Data Storytelling, Business Intelligence, Data Modeling, Design Reviews

    Intermediate · Course · 1 - 4 Weeks

  • M

    Microsoft

    Power BI Fundamentals and Data Modeling

    Skills you'll gain: Team Management, Governance

    Intermediate · Course · 1 - 3 Months

  • U

    University of Glasgow

    Data-Driven Leadership Skills

    Skills you'll gain: Data-Driven Decision-Making, Data Literacy, Business Transformation, Strategic Leadership, Leadership, Leadership Development, Business Leadership, Agile Methodology, Leadership Studies, Team Leadership, Organizational Leadership, Data Analysis, Organizational Structure, Big Data, Leadership and Management, Strategic Decision-Making, Organizational Change, Agile Product Development, Decision Making, Critical Thinking

    4.7
    Rating, 4.7 out of 5 stars
    ·
    52 reviews

    Intermediate · Specialization · 1 - 3 Months

  • S

    SkillUp

    Machine Learning for Medical Data

    Skills you'll gain: Healthcare Ethics, Health Informatics, Machine Learning, Deep Learning, Machine Learning Software, Clinical Informatics, Statistical Machine Learning, Convolutional Neural Networks, Data Preprocessing, Predictive Modeling, Electronic Medical Record System, Machine Learning Algorithms, Recurrent Neural Networks (RNNs), Model Evaluation, Data Analysis

    Intermediate · Course · 1 - 4 Weeks

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

  • Fundamentals of Big Data: LearnQuest
  • Cleanse, Analyze and Validate Financial Data: Coursera
  • Data Engineering with Scala and Spark: Packt
  • Advanced Data Structures in Java: University of California San Diego
  • Python for Data Visualization: Matplotlib & Seaborn: Coursera
  • Data-Driven Decision Making (DDDM): University at Buffalo
  • Automate Excel Data with Power Query and Lookups: Coursera
  • Data & Finance for the future: Fundação Instituto de Administração
  • Dynamic Dashboards: Report and Visualize Data: Coursera
  • Power BI Fundamentals and Data Modeling: Microsoft

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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