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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 Colorado Boulder

    Essential Linear Algebra for Data Science

    Skills you'll gain: Linear Algebra, Applied Mathematics, Data Science, Data Analysis, Statistical Methods, Algebra, Numerical Analysis

    ★ 4.5 (192) · Intermediate · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • G

    Google Cloud

    Data Engineer, Big Data and ML on Google Cloud auf Deutsch

    Skills you'll gain: Dataflow, Google Cloud Platform, Data Pipelines, Dashboard Creation, Model Deployment, Data Preprocessing, Data Lakes, Dashboard, Tensorflow, Data Warehousing, Real Time Data, Unstructured Data, Model Training, Apache Spark, Apache Airflow, Big Data, Cloud Engineering, Applied Machine Learning, Cloud Storage, Data Storage

    Intermediate · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • M

    Microsoft

    JavaScript Data and Applications

    Skills you'll gain: Performance Tuning, Development Testing, Software Testing, Unit Testing, Software Documentation, Application Programming Interface (API), Test Script Development, Code Reusability, Web Applications, Test Driven Development (TDD), Technical Documentation, Frontend Performance, Debugging, Performance Testing, Maintainability, Javascript, Software Design Patterns, Software Architecture, Secure Coding, Data Transformation

    Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • U

    University of Pittsburgh

    Master of Data Science

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

    Degree · 1 - 4 Years

    Category: Job Ready
    Job Ready
  • C

    Coursera

    تمثيل البيانات رسومياً باستخدام بايثون - Data Visualization

    Skills you'll gain: Plot (Graphics), Data Visualization, Graphing, Matplotlib, Data Visualization Software, Statistical Visualization, Graphical Tools, Data Analysis Software, Data Analysis, Python Programming

    ★ 4.8 (48) · Beginner · Guided Project · Less Than 2 Hours

  • E

    EDUCBA

    Talend Data Integration Studio: Intermediate

    Skills you'll gain: Extract, Transform, Load, Data Pipelines, Data Integration, File Management, Scalability, File Systems, Data Processing, Context Management, Java, Java Programming, Data Transformation, Data Manipulation, Maintainability

    Mixed · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • E

    EDUCBA

    Splunk Administration: Monitor & Optimize Data

    Skills you'll gain: Splunk, Scripting, Servers, Dataflow, Data Pipelines, IT Automation, Microsoft Servers, Windows Servers, Operating System Administration, System Monitoring, Performance Tuning, System Configuration, Systems Administration, Data Import/Export, Network Monitoring, Event Monitoring, Data Integration, Configuration Management, Microsoft Windows, Continuous Monitoring

    Mixed · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • A

    Arizona State University

    Dark Data Basics - Understanding the Unknown

    Skills you'll gain: Computational Thinking, Data Strategy, Data Access, Data Literacy, Data Management, Taxonomy

    Beginner · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • P

    Packt

    Databricks Certified Data Analyst Associate Exam Prep

    Skills you'll gain: Databricks, Dashboard, Star Schema, Dashboard Creation, Snowflake Schema, Data Lakes, SQL, Interactive Data Visualization, Business Intelligence, Data Modeling, Data Architecture, Data Warehousing, Query Languages, Data Analysis, Data Governance, Data Access, Extract, Transform, Load, Performance Tuning, Data Sharing, Data Security

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • A

    Automatic Data Processing, Inc. (ADP)

    Data-Driven HR Analytics with AI Tools

    Skills you'll gain: Data Storytelling, Dashboard, Data Presentation, Data Literacy, Dashboard Creation, Data Visualization, Data-Driven Decision-Making, Data Analysis, Analytics, Data Ethics, Analysis, Workforce Planning, Human Resource Management, Human Resources, Performance Improvement, Personally Identifiable Information, Trend Analysis, Key Performance Indicators (KPIs), Decision Support Systems, Information Privacy

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • 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 Sharing, Data Science, Key Performance Indicators (KPIs)

    ★ 4.3 (268) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • M

    Microsoft

    Microsoft Excel

    Skills you'll gain: Excel Macros, Data Visualization, Prompt Engineering, Excel Formulas, Microsoft Excel, Data Presentation, Pivot Tables And Charts, Microsoft Copilot, Data Visualization Software, Data Storytelling, Spreadsheet Software, Forecasting, Dashboard Creation, Report Writing, Data Cleansing, Data Analysis, Data Synthesis, Predictive Modeling, Workflow Management, Data Manipulation

    ★ 4.3 (521) · Beginner · Professional Certificate · 3 - 6 Months

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

  • Essential Linear Algebra for Data Science: University of Colorado Boulder
  • Data Engineer, Big Data and ML on Google Cloud auf Deutsch: Google Cloud
  • JavaScript Data and Applications: Microsoft
  • Master of Data Science: University of Pittsburgh
  • تمثيل البيانات رسومياً باستخدام بايثون - Data Visualization: Coursera
  • Talend Data Integration Studio: Intermediate: EDUCBA
  • Splunk Administration: Monitor & Optimize Data: EDUCBA
  • Dark Data Basics - Understanding the Unknown: Arizona State University
  • Databricks Certified Data Analyst Associate Exam Prep: Packt
  • Data-Driven HR Analytics with AI Tools: Automatic Data Processing, Inc. (ADP)

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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