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    • Exploratory Data Analysis

    Exploratory Data Analysis Courses Online

    Learn exploratory data analysis (EDA) for uncovering patterns and insights. Understand data visualization, summary statistics, and hypothesis testing.

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    Explore the Exploratory Data Analysis Course Catalog

    • C

      Coursera Project Network

      Data Manipulation with dplyr in R

      Skills you'll gain: Data Manipulation, Tidyverse (R Package), Data Wrangling, Data Analysis, R Programming, Exploratory Data Analysis, Statistical Analysis

      4.6
      Rating, 4.6 out of 5 stars
      ·
      21 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      D

      Duke University

      Data Tidying and Importing with R

      Skills you'll gain: Web Scraping, Data Wrangling, Tidyverse (R Package), Data Manipulation, Data Import/Export, Data Cleansing, R Programming, Data Transformation, Statistical Programming, Data Literacy, Exploratory Data Analysis, Data Ethics

      5
      Rating, 5 out of 5 stars
      ·
      8 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      I

      IBM

      Data Engineering Capstone Project

      Skills you'll gain: Apache Spark, Data Warehousing, Extract, Transform, Load, IBM DB2, IBM Cognos Analytics, Big Data, Databases, PostgreSQL, Relational Databases, Data Infrastructure, NoSQL, Data Architecture, Data Pipelines, Applied Machine Learning, MongoDB, SQL, MySQL, Data Analysis, Dashboard, Python Programming

      4.7
      Rating, 4.7 out of 5 stars
      ·
      127 reviews

      Advanced · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      The Data Driven Manager

      Skills you'll gain: Sampling (Statistics), Engineering Management, Data-Driven Decision-Making, Descriptive Statistics, Statistical Hypothesis Testing, Estimation, Data Analysis, Probability Distribution, Statistical Software, Correlation Analysis, Data Visualization, Statistical Methods, Statistical Analysis, Leadership and Management, Technical Management, Probability, Leadership, R Programming, Data Collection, Problem Solving

      Build toward a degree

      4.8
      Rating, 4.8 out of 5 stars
      ·
      38 reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Preview
      Preview
      I

      IIT Roorkee

      Data Mining for Smart Cities

      Skills you'll gain: Unsupervised Learning, Supervised Learning, Anomaly Detection, Data Mining, Machine Learning Algorithms, Data Processing, Big Data, Data Cleansing, Data Visualization, Python Programming, Data-Driven Decision-Making, NumPy, Exploratory Data Analysis, Deep Learning, Regression Analysis, Artificial Neural Networks

      Beginner · Course · 1 - 3 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      S

      Starweaver

      Executive Communication & Data Leadership

      Skills you'll gain: Data Storytelling, Active Listening, Business Writing, Concision, Sales Presentations, Sales Strategy, Non-Verbal Communication, Writing, Persuasive Communication, Customer Relationship Management (CRM) Software, Empathy, Sales, Technical Writing, Business Communication, Rapport Building, Storytelling, Verbal Communication Skills, Communication, Communication Strategies, Marketing Communications

      4.3
      Rating, 4.3 out of 5 stars
      ·
      7 reviews

      Intermediate · Specialization · 1 - 3 Months

    • G

      Google Cloud

      Exploring NCAA Data with BigQuery

      Skills you'll gain: Big Data, Google Cloud Platform, Analytics, Data Analysis, SQL, Query Languages

      Beginner · Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      D

      Duke University

      Python and Pandas for Data Engineering

      Skills you'll gain: Pandas (Python Package), Version Control, Git (Version Control System), Data Manipulation, Software Development Tools, Development Environment, Data Structures, Python Programming, Data Analysis Software, NumPy, Data Import/Export, Integrated Development Environments, Virtual Environment

      4.6
      Rating, 4.6 out of 5 stars
      ·
      252 reviews

      Beginner · Course · 1 - 4 Weeks

    • C

      Coursera Project Network

      Data Visualization & Storytelling in Python

      Skills you'll gain: Data Storytelling, Plotly, Data Presentation, Matplotlib, Interactive Data Visualization, Seaborn, Data Visualization, Data Visualization Software, Statistical Visualization, Scatter Plots

      4.9
      Rating, 4.9 out of 5 stars
      ·
      9 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      U

      University at Buffalo

      Data-Driven Process Improvement

      Skills you'll gain: Process Mapping, Data Collection, Business Process Improvement, Data Strategy, Process Analysis, Data-Driven Decision-Making, Performance Measurement, Process Flow Diagrams, Business Analytics, Operational Performance Management, Gap Analysis, Key Performance Indicators (KPIs), Internet Of Things, Data Integrity

      4.7
      Rating, 4.7 out of 5 stars
      ·
      239 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of California San Diego

      Big Data Modeling and Management Systems

      Skills you'll gain: Data Modeling, Big Data, Data Management, Database Management Systems, Real Time Data, NoSQL, Database Design, Apache Hadoop, Data Structures, Scalability, Virtual Environment

      4.4
      Rating, 4.4 out of 5 stars
      ·
      3K reviews

      Mixed · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      Unilever

      Using Data Analytics in Supply Chain

      Skills you'll gain: Data Governance, Data Storytelling, Presentations, Data Visualization, Data Management, Supply Chain Management, Data Analysis, Data Visualization Software, Data Quality, Analytical Skills, Data Cleansing, Data Collection, Spreadsheet Software, Data Validation, Risk Management, Problem Solving

      4.5
      Rating, 4.5 out of 5 stars
      ·
      72 reviews

      Beginner · Course · 1 - 3 Months

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

    • Data Manipulation with dplyr in R: Coursera Project Network
    • Data Tidying and Importing with R: Duke University
    • Data Engineering Capstone Project: IBM
    • The Data Driven Manager: University of Colorado Boulder
    • Data Mining for Smart Cities: IIT Roorkee
    • Executive Communication & Data Leadership: Starweaver
    • Exploring NCAA Data with BigQuery: Google Cloud
    • Python and Pandas for Data Engineering: Duke University
    • Data Visualization & Storytelling in Python: Coursera Project Network
    • Data-Driven Process Improvement: University at Buffalo

    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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