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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


  • C

    Coursera

    Building Smarter Data Pipelines: SQL, Spark, Kafka & GenAI

    Skills you'll gain: Apache Kafka, Data Warehousing, Extract, Transform, Load, Microsoft SQL Servers, Snowflake Schema, Star Schema, Performance Tuning, Data Pipelines, Cloud Computing Architecture, Business Intelligence, Real Time Data, Apache Hadoop, Data Modeling, Data Quality, Responsible AI, Apache Spark, SQL, Generative AI, Data Governance, Quality Management

    4.3 stars, 104 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.3 (104) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of Pittsburgh

    Master of Data Science

    Skills you'll gain: Retrieval-Augmented Generation, LLM Application, Bayesian Statistics, Tool Calling, Database Systems, Data Visualization, Database Design, Generative AI, Large Language Modeling, Database Management, Databases, Supervised Learning, Web Services, Data Ethics, Apache Spark, Time Series Analysis and Forecasting, Database Theory, Unsupervised Learning, Linear Algebra, Technical Communication

    Degree · 1 - 4 Years

    Category: Job ready
    Job ready
  • S

    STARWEAVER

    IIBA® Entry Certificate in Business Analysis™ (ECBA™) Exam Prep

    Skills you'll gain: Requirements Elicitation, Requirements Analysis, Stakeholder Engagement, Requirements Management, Business Analysis, Stakeholder Management, Performance Improvement, Business Requirements, Business Planning, Stakeholder Communications, Case Studies, Stakeholder Analysis, Governance, Strategic Planning, Problem Solving

    4.8 stars, 133 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (133) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • I

    Imperial College London

    Using Data for Healthcare Improvement

    Skills you'll gain: Qualitative Research, Continuous Quality Improvement (CQI), Quantitative Research, Program Evaluation, Data Collection, Scientific Methods, Data-Driven Decision-Making, Statistical Methods, Statistical Analysis, Systems Of Measurement, Time Series Analysis and Forecasting

    4.8 stars, 49 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (49) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Essential Causal Inference Techniques for Data Science

    Skills you'll gain: Regression Analysis, Data Science, Machine Learning Methods, Statistical Machine Learning, Data-Driven Decision-Making, R Programming, Statistical Inference, Applied Machine Learning, Machine Learning, Statistical Methods, R (Software), Statistical Programming

    4.5 stars, 39 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.5 (39) · Beginner · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Visualize and Correlate Data

    Skills you'll gain: Marketing Analytics, Dashboard Creation, Marketing Budgets, Dashboard, Data-Driven Marketing, Regression Analysis, Marketing Effectiveness, Data-Driven Decision-Making, Statistical Reporting, Data Literacy, Analytics, Statistical Analysis, Statistical Methods, Marketing Strategies, Data Presentation, Data Analysis, Return On Investment, Data Visualization, Data Storytelling, Budgeting

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • K

    Knowledge Accelerators

    Data-Driven Decisions with Power BI

    Skills you'll gain: Data Visualization, Microsoft Excel, Data Analysis, Analytics, Data-Driven Decision-Making, Microsoft 365, Data Modeling, Data Science, Key Performance Indicators (KPIs)

    4.3 stars, 269 reviews, Beginner, Course, Less Than 2 Hours

    ★ 4.3 (269) · Beginner · Course · Less Than 2 Hours

    Category: Preview
    Preview
  • E

    EDUCBA

    Spark and Python for Big Data with PySpark

    Skills you'll gain: PySpark, Apache Spark, Scala Programming, Extract, Transform, Load, Data Pipelines, Customer Analysis, Apache Hadoop, Big Data, Data Processing, Advanced Analytics, Apache Maven, Statistical Modeling, Data Engineering, Text Mining, Customer Insights, Data Transformation, Data Analysis, MySQL, Apache, Python Programming

    4.6 stars, 109 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.6 (109) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Transform Healthcare Data: Cleanse and Evaluate

    Skills you'll gain: Data Cleansing, Data Quality, Clinical Data Management, Health Informatics, Patient Safety, Data Wrangling, Data Transformation, Data Preprocessing, Exploratory Data Analysis, Data-Driven Decision-Making, Descriptive Statistics, Analysis, Statistical Analysis, Statistical Methods, Data Visualization, Microsoft Excel, Anomaly Detection

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • L

    Logical Operations

    Tableau for Data-Driven Decision Makers

    Skills you'll gain: Tableau Software, Report Writing, Data Visualization Software, Dashboard, Data Visualization, Data Analysis, Data-Driven Decision-Making, Dashboard Creation, Data Presentation, Ad Hoc Reporting, Interactive Data Visualization, Microsoft Excel, Data Manipulation, Data Sharing, Microsoft PowerPoint, Data Management, Decision Making, Productivity Software

    Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • J

    JetBrains

    Python Development Essentials for Science and Data

    Skills you'll gain: Data Processing, Computer Programming, Data Preprocessing, Analysis, Scripting, Package and Software Management, Data Management, Code Review, Computational Logic, Integrated Development Environments, Development Environment, Unstructured Data, Data Science, Computational Thinking, Software Installation, Software Development Tools, Back-End Web Development, Software Development, Machine Learning, Engineering, Scientific, and Technical Instruments

    4.8 stars, 188 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.8 (188) · Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • M

    Microsoft

    Perform data science with Azure Databricks

    Skills you'll gain: PySpark, Databricks, Apache Spark, MLOps (Machine Learning Operations), Microsoft Azure, Big Data, Data Lakes, Model Training, Machine Learning Methods, Data Processing, Deep Learning, Data Transformation, Model Deployment, Data Pipelines, Data Manipulation, Model Evaluation, Machine Learning, Distributed Computing, Exploratory Data Analysis

    3.1 stars, 80 reviews, Intermediate, Course, 1 - 3 Months

    ★ 3.1 (80) · Intermediate · Course · 1 - 3 Months

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

  • Building Smarter Data Pipelines: SQL, Spark, Kafka & GenAI: Coursera
  • Master of Data Science: University of Pittsburgh
  • IIBA® Entry Certificate in Business Analysisâ„¢ (ECBAâ„¢) Exam Prep: STARWEAVER
  • Using Data for Healthcare Improvement: Imperial College London
  • Essential Causal Inference Techniques for Data Science: Coursera
  • Visualize and Correlate Data: Coursera
  • Data-Driven Decisions with Power BI: Knowledge Accelerators
  • Spark and Python for Big Data with PySpark: EDUCBA
  • Transform Healthcare Data: Cleanse and Evaluate: Coursera
  • Tableau for Data-Driven Decision Makers: Logical Operations

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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