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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

      UniversitĆ  di Napoli Federico II

      Machine Learning e Data MiningĀ in R

      Skills you'll gain: Unsupervised Learning, Supervised Learning, R Programming, Artificial Neural Networks, Machine Learning, Exploratory Data Analysis, Data Mining, Tidyverse (R Package), Deep Learning, Predictive Modeling, Ggplot2, Regression Analysis, Dimensionality Reduction, Data Analysis, Statistical Analysis, Data Visualization Software, Data Manipulation

      4.9
      Rating, 4.9 out of 5 stars
      Ā·
      9 reviews

      Intermediate Ā· Course Ā· 1 - 4 Weeks

    • C

      Coursera Project Network

      Essential Causal Inference Techniques for Data Science

      Skills you'll gain: Regression Analysis, Data Science, Statistical Machine Learning, Data-Driven Decision-Making, R Programming, Statistical Inference, Applied Machine Learning, Classification And Regression Tree (CART), Machine Learning, Statistical Methods, Advanced Analytics, Data Analysis, Predictive Modeling

      4.5
      Rating, 4.5 out of 5 stars
      Ā·
      38 reviews

      Beginner Ā· Guided Project Ā· Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      U

      University of Illinois Urbana-Champaign

      Accounting Data Analytics with Python

      Skills you'll gain: Jupyter, Matplotlib, Data Visualization, Pandas (Python Package), Data Manipulation, SQL, Data Visualization Software, Seaborn, Data Processing, Data Structures, NumPy, Programming Principles, Business Analysis, Databases, Accounting, Relational Databases, Data Modeling, Python Programming, Descriptive Statistics, Statistical Machine Learning

      Build toward a degree

      4.4
      Rating, 4.4 out of 5 stars
      Ā·
      109 reviews

      Intermediate Ā· Course Ā· 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Michigan

      Understanding Data: Navigating Statistics, Science, and AI

      Skills you'll gain: Histogram, Generative AI, Data Literacy, Data Visualization, Data Presentation, Data Collection, Statistical Hypothesis Testing, Scientific Methods, Descriptive Statistics, Statistics, Data Analysis, Data Ethics, Experimentation, Data Science, Data-Driven Decision-Making, Research Design, Statistical Visualization, Research, Artificial Intelligence, Probability & Statistics

      4.7
      Rating, 4.7 out of 5 stars
      Ā·
      36 reviews

      Beginner Ā· Specialization Ā· 1 - 3 Months

    • Status: Free Trial
      Free Trial
      M

      Microsoft

      Data Processing and Optimization with Generative AI

      Skills you'll gain: Data Ethics, Generative AI, Microsoft Copilot, Data Quality, Data Cleansing, Data Processing, Data Synthesis, Data Transformation, Data Integrity, Feature Engineering, Data Validation, Personally Identifiable Information, Information Privacy

      3.6
      Rating, 3.6 out of 5 stars
      Ā·
      17 reviews

      Intermediate Ā· Course Ā· 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Illinois Urbana-Champaign

      Accounting Analysis I: The Role of Accounting as an Information System

      Skills you'll gain: Balance Sheet, Revenue Recognition, Financial Accounting, Financial Reporting, Generally Accepted Accounting Principles (GAAP), Accounting, Income Statement, Financial Statements, Cash Flows, Accrual Accounting, International Financial Reporting Standards, Financial Analysis

      Build toward a degree

      4.8
      Rating, 4.8 out of 5 stars
      Ā·
      711 reviews

      Intermediate Ā· Course Ā· 1 - 3 Months

    • Status: New
      New
      Status: Preview
      Preview
      C

      Coursera

      SQL in Action: Querying, Aggregating, and Joining Data

      Skills you'll gain: SQL, Database Management, Query Languages, Data Analysis, Performance Tuning, Data Manipulation

      Beginner Ā· Course Ā· 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      G

      Google Cloud

      Modernizing Data Lakes and Data Warehouses with GCP em PortuguĆŖs Brasileiro

      Skills you'll gain: Data Lakes, Data Warehousing, Data Pipelines, Data Infrastructure, Google Cloud Platform, Data Architecture, Cloud Storage, Data Processing, Big Data, Data Migration, Database Design, SQL

      4.8
      Rating, 4.8 out of 5 stars
      Ā·
      22 reviews

      Intermediate Ā· Course Ā· 1 - 3 Months

    • Status: Free Trial
      Free Trial
      E

      Edureka

      Applied Data Analytics with Python and SQL

      Skills you'll gain: Web Scraping, SQL, Data Visualization, Pandas (Python Package), Database Management, Databases, Microsoft SQL Servers, Data Manipulation, Data Literacy, Data Analysis, NumPy, Data Visualization Software, Data Processing, Data Cleansing, Programming Principles, Python Programming, Scripting, Scripting Languages

      4
      Rating, 4 out of 5 stars
      Ā·
      6 reviews

      Intermediate Ā· Course Ā· 1 - 4 Weeks

    • Status: New
      New
      Status: Preview
      Preview
      C

      Coursera

      From Raw to Ready: Data Preparation in Python

      Skills you'll gain: Data Integration, Data Import/Export, NumPy, Data Wrangling, Data Manipulation, Pandas (Python Package), Data Pipelines, Data Transformation, Extract, Transform, Load, Data Cleansing

      Beginner Ā· Course Ā· 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Software Architecture for Big Data

      Skills you'll gain: Service Level, Software Engineering, Web Applications, Software Architecture, Software Systems, Performance Testing, Scalability, Systems Architecture, Data Architecture, Data Infrastructure, Functional Requirement, Distributed Computing, Databases, Microservices, Acceptance Testing, Application Deployment, Application Development, Predictive Modeling, Software Testing, Big Data

      Build toward a degree

      3.5
      Rating, 3.5 out of 5 stars
      Ā·
      100 reviews

      Advanced Ā· Specialization Ā· 1 - 3 Months

    • C

      Coursera Project Network

      Performing Data Definition and Manipulation in SQL

      Skills you'll gain: SQL, Database Design, Database Management, Relational Databases, Data Manipulation, Databases, Data Import/Export, PostgreSQL, Database Management Systems, Data Integrity

      4.6
      Rating, 4.6 out of 5 stars
      Ā·
      111 reviews

      Beginner Ā· Guided Project Ā· Less Than 2 Hours

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

    • Machine Learning e Data MiningĀ in R:Ā UniversitĆ  di Napoli Federico II
    • Essential Causal Inference Techniques for Data Science:Ā Coursera Project Network
    • Accounting Data Analytics with Python:Ā University of Illinois Urbana-Champaign
    • Understanding Data: Navigating Statistics, Science, and AI:Ā University of Michigan
    • Data Processing and Optimization with Generative AI:Ā Microsoft
    • Accounting Analysis I: The Role of Accounting as an Information System:Ā University of Illinois Urbana-Champaign
    • SQL in Action: Querying, Aggregating, and Joining Data:Ā Coursera
    • Modernizing Data Lakes and Data Warehouses with GCP em PortuguĆŖs Brasileiro:Ā Google Cloud
    • Applied Data Analytics with Python and SQL:Ā Edureka
    • From Raw to Ready: Data Preparation in Python:Ā Coursera

    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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