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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

    • Status: Free Trial
      Free Trial
      U

      University of Michigan

      Statistics with Python

      Skills you'll gain: Statistical Hypothesis Testing, Sampling (Statistics), Statistical Modeling, Statistical Methods, Statistical Inference, Statistics, Bayesian Statistics, Data Visualization, Data Literacy, Scientific Visualization, Matplotlib, Statistical Visualization, Probability & Statistics, Statistical Analysis, Jupyter, Statistical Programming, Regression Analysis, Data Visualization Software, Predictive Modeling, Python Programming

      4.6
      Rating, 4.6 out of 5 stars
      ·
      3.3K reviews

      Beginner · Specialization · 1 - 3 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      C

      Coursera Instructor Network

      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, Apache Spark, SQL, Generative AI, Prompt Engineering, Data Governance, Quality Management

      4.3
      Rating, 4.3 out of 5 stars
      ·
      75 reviews

      Intermediate · Specialization · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Expressway to Data Science: R Programming and Tidyverse

      Skills you'll gain: Tidyverse (R Package), Rmarkdown, R Programming, Ggplot2, Data Import/Export, Data Visualization, Data Wrangling, Data Manipulation, Data Visualization Software, Data Analysis, Data Science, Data Storytelling, Statistical Analysis, Relational Databases, Data Cleansing, Data Transformation, Statistical Programming, Statistical Reporting, Data Integration, Communication

      4.1
      Rating, 4.1 out of 5 stars
      ·
      54 reviews

      Beginner · Specialization · 1 - 3 Months

    • Status: Preview
      Preview
      I

      Icahn School of Medicine at Mount Sinai

      Big Data Science with the BD2K-LINCS Data Coordination and Integration Center

      Skills you'll gain: Bioinformatics, Interactive Data Visualization, Supervised Learning, Machine Learning, Big Data, Data Science, Data Integration, Unsupervised Learning, Molecular Biology, Data Processing, Data Analysis, Metadata Management, Application Programming Interface (API), Restful API

      4.8
      Rating, 4.8 out of 5 stars
      ·
      26 reviews

      Intermediate · Course · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      G

      Google Cloud

      Modernizing Data Lakes and Data Warehouses with GCP 日本語版

      Skills you'll gain: Google Cloud Platform, Data Pipelines, Data Lakes, Data Warehousing, Data Management, Data Infrastructure, Cloud Engineering, Cloud Storage, Big Data, Data Architecture, Data Processing, Scalability, SQL

      4.3
      Rating, 4.3 out of 5 stars
      ·
      48 reviews

      Intermediate · Course · 1 - 3 Months

    • C

      Coursera Project Network

      Java Built in Data Structures

      Skills you'll gain: Java, Data Structures, Java Programming, Data Access, Data Cleansing

      4.6
      Rating, 4.6 out of 5 stars
      ·
      20 reviews

      Intermediate · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      C

      Coursera

      Building a Real-World Data Science Solution

      Skills you'll gain: Exploratory Data Analysis, AWS SageMaker, Data Presentation, Data Visualization, Amazon Web Services, Project Documentation, Amazon S3, Feature Engineering, Applied Machine Learning, Data Processing, Data Science, Solution Design, Business Intelligence, Business Solutions, Technical Documentation, Data Pipelines, Technical Communication, Cloud Infrastructure, Project Management, Automation

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      M

      Microsoft

      Unlock the Power of Data with Power BI

      Skills you'll gain: Power BI, Data-Driven Decision-Making, Data Analysis, Data Literacy, Business Intelligence, Data Collection, Business Analytics, Data Storytelling, Data Transformation, Data Cleansing, Data Visualization Software

      4.4
      Rating, 4.4 out of 5 stars
      ·
      23 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      V

      Vanderbilt University

      From Data to Decisions: Finding Patterns with AI

      Skills you'll gain: Statistical Methods, Statistical Analysis, Data Visualization, Generative AI, Statistical Hypothesis Testing, Data Storytelling, Box Plots, Data Analysis, Plot (Graphics), Data-Driven Decision-Making, Exploratory Data Analysis, Artificial Intelligence, Histogram, Technical Communication, Statistical Inference

      4.8
      Rating, 4.8 out of 5 stars
      ·
      6 reviews

      Beginner · Course · 1 - 4 Weeks

    • C

      Coursera Project Network

      TypeScript Variables and Data Types

      Skills you'll gain: TypeScript, Programming Principles, Web Development Tools, Javascript, Web Language

      4.4
      Rating, 4.4 out of 5 stars
      ·
      98 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • G

      Google Cloud

      Building Transformations and Preparing Data with Wrangler in Cloud Data Fusion

      Skills you'll gain: Data Wrangling, Command-Line Interface, Data Transformation, Data Processing, Data Pipelines, Google Cloud Platform, Data Integration, Data Management, Database Administration

      Beginner · Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Differential Calculus through Data and Modeling

      Skills you'll gain: Calculus, Applied Mathematics, Data Modeling, Estimation, Graphing, Mathematical Modeling, Numerical Analysis, Algebra, Cost Estimation, Mathematical Software, Linear Algebra, Trigonometry, Operations Research, Data Analysis, Derivatives, Mathematical Theory & Analysis, Geometry

      4.8
      Rating, 4.8 out of 5 stars
      ·
      364 reviews

      Intermediate · Specialization · 3 - 6 Months

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

    • Statistics with Python: University of Michigan
    • Building Smarter Data Pipelines: SQL, Spark, Kafka & GenAI: Coursera Instructor Network
    • Expressway to Data Science: R Programming and Tidyverse: University of Colorado Boulder
    • Big Data Science with the BD2K-LINCS Data Coordination and Integration Center: Icahn School of Medicine at Mount Sinai
    • Modernizing Data Lakes and Data Warehouses with GCP 日本語版: Google Cloud
    • Java Built in Data Structures: Coursera Project Network
    • Building a Real-World Data Science Solution : Coursera
    • Unlock the Power of Data with Power BI: Microsoft
    • From Data to Decisions: Finding Patterns with AI: Vanderbilt University
    • TypeScript Variables and Data Types: Coursera Project Network

    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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