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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

      Exploratory Data Analysis for the Public Sector with ggplot

      Skills you'll gain: Data Visualization, Exploratory Data Analysis, Ggplot2, Plot (Graphics), Data Presentation, Data Visualization Software, Data Storytelling, Data Analysis, Graphic and Visual Design, Technical Communication, R Programming, Box Plots, Public Administration, Histogram, Social Justice, Trend Analysis

      5
      Rating, 5 out of 5 stars
      ·
      11 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      G

      Google

      Ask Questions to Make Data-Driven Decisions

      Skills you'll gain: Stakeholder Communications, Data Literacy, Spreadsheet Software, Dashboard, Data-Driven Decision-Making, Problem Solving, Data Analysis, Analytical Skills, Excel Formulas, Expectation Management, Quantitative Research

      4.7
      Rating, 4.7 out of 5 stars
      ·
      34K reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      The Data Scientist’s Toolbox

      Skills you'll gain: Rmarkdown, Data Science, Version Control, Data Analysis, General Science and Research, Data Analysis Software, R Programming, Statistical Programming, GitHub, Software Installation

      4.6
      Rating, 4.6 out of 5 stars
      ·
      34K reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      I

      IBM

      Introduction to Data Science

      Skills you'll gain: SQL, Data Literacy, Relational Databases, Data Mining, Jupyter, Stored Procedure, Data Analysis Software, Database Design, Data Science, Data Visualization Software, Data Analysis, Statistical Programming, Data Modeling, Databases, R Programming, Database Management, Data Cleansing, Computer Programming Tools, Stakeholder Engagement, Python Programming

      Build toward a degree

      4.6
      Rating, 4.6 out of 5 stars
      ·
      100K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      M

      Meta

      Meta Database Engineer

      Skills you'll gain: MySQL, Database Management, Version Control, Stored Procedure, SQL, Unix Commands, Databases, Data Modeling, Git (Version Control System), Database Management Systems, Database Design, GitHub, MySQL Workbench, Relational Databases, Star Schema, Tableau Software, Data Visualization Software, Database Administration, Data Structures, Object Oriented Programming (OOP)

      4.6
      Rating, 4.6 out of 5 stars
      ·
      7.3K reviews

      Beginner · Professional Certificate · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      I

      Imperial College London

      Mathematics for Machine Learning

      Skills you'll gain: Linear Algebra, Dimensionality Reduction, NumPy, Regression Analysis, Calculus, Probability & Statistics, Integral Calculus, Machine Learning Methods, Statistical Analysis, Statistics, Advanced Mathematics, Jupyter, Machine Learning Algorithms, Data Science, Mathematical Modeling, Applied Mathematics, Geometry, Artificial Neural Networks, Python Programming, Algorithms

      4.6
      Rating, 4.6 out of 5 stars
      ·
      15K reviews

      Beginner · Specialization · 3 - 6 Months

    • C

      Coursera Project Network

      Python for Data Analysis: Pandas & NumPy

      Skills you'll gain: NumPy, Pandas (Python Package), Data Analysis, Data Science, Exploratory Data Analysis, Python Programming, Data Manipulation

      4.5
      Rating, 4.5 out of 5 stars
      ·
      355 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      U

      University of Pennsylvania

      Business and Financial Modeling

      Skills you'll gain: Risk Modeling, Probability Distribution, Mathematical Modeling, Regression Analysis, Portfolio Management, Predictive Modeling, Business Modeling, Spreadsheet Software, Financial Modeling, Financial Statements, Predictive Analytics, Process Optimization, Financial Statement Analysis, Capital Budgeting, Financial Forecasting, Decision Making, Peer Review, Google Sheets, Return On Investment, Microsoft Excel

      4.5
      Rating, 4.5 out of 5 stars
      ·
      11K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Preview
      Preview
      Y

      Yale University

      Financial Markets

      Skills you'll gain: Financial Market, Investment Banking, Portfolio Management, Finance, Capital Markets, Financial Services, Corporate Finance, Derivatives, Investments, Financial Regulation, Risk Management, Behavioral Economics, Equities, Underwriting, Securities (Finance), Lending and Underwriting, Market Dynamics, Governance, Insurance, Environmental Social And Corporate Governance (ESG)

      4.8
      Rating, 4.8 out of 5 stars
      ·
      31K reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      D

      DeepLearning.AI

      Sequences, Time Series and Prediction

      Skills you'll gain: Tensorflow, Time Series Analysis and Forecasting, Forecasting, Deep Learning, Applied Machine Learning, Predictive Analytics, Artificial Neural Networks, Predictive Modeling, Data Processing, Machine Learning

      4.7
      Rating, 4.7 out of 5 stars
      ·
      5.1K reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      I

      IBM

      IBM Generative AI Engineering

      Skills you'll gain: Prompt Engineering, Generative AI, Large Language Modeling, Unsupervised Learning, Data Wrangling, Flask (Web Framework), Keras (Neural Network Library), Supervised Learning, Generative AI Agents, Predictive Modeling, Applied Machine Learning, Web Applications, PyTorch (Machine Learning Library), Deep Learning, Exploratory Data Analysis, Web Development, Data Manipulation, Natural Language Processing, Unit Testing, Web Scraping

      4.6
      Rating, 4.6 out of 5 stars
      ·
      90K reviews

      Beginner · Professional Certificate · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      D

      DeepLearning.AI

      Deep Learning

      Skills you'll gain: Computer Vision, Image Analysis, Tensorflow, Deep Learning, Artificial Neural Networks, Natural Language Processing, Keras (Neural Network Library), Data-Driven Decision-Making, Large Language Modeling, Technical Management, Applied Machine Learning, Machine Learning, Debugging, Supervised Learning, Performance Tuning, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods, PyTorch (Machine Learning Library), Machine Learning Algorithms, Test Data

      Build toward a degree

      4.8
      Rating, 4.8 out of 5 stars
      ·
      146K reviews

      Intermediate · Specialization · 3 - 6 Months

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

    • Exploratory Data Analysis for the Public Sector with ggplot: University of Michigan
    • Ask Questions to Make Data-Driven Decisions: Google
    • The Data Scientist’s Toolbox: Johns Hopkins University
    • Introduction to Data Science: IBM
    • Meta Database Engineer: Meta
    • Mathematics for Machine Learning: Imperial College London
    • Python for Data Analysis: Pandas & NumPy: Coursera Project Network
    • Business and Financial Modeling: University of Pennsylvania
    • Financial Markets: Yale University
    • Sequences, Time Series and Prediction: DeepLearning.AI

    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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