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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
      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
      ·
      356 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      G

      Google

      Regression Analysis: Simplify Complex Data Relationships

      Skills you'll gain: Statistical Hypothesis Testing, Regression Analysis, Statistical Analysis, Data Analysis, Analytics, Statistical Modeling, Business Analytics, Predictive Modeling, Correlation Analysis, Scikit Learn (Machine Learning Library), Statistical Machine Learning, Python Programming, Estimation, Performance Metric

      4.7
      Rating, 4.7 out of 5 stars
      ·
      548 reviews

      Advanced · Course · 1 - 3 Months

    • Status: Preview
      Preview
      J

      Johns Hopkins University

      Introduction to Systematic Review and Meta-Analysis

      Skills you'll gain: Data Synthesis, Clinical Trials, Qualitative Research, Clinical Research, Data Collection, Research Methodologies, Statistical Analysis, Research Design, Quantitative Research, Risk Analysis

      4.8
      Rating, 4.8 out of 5 stars
      ·
      3.5K reviews

      Mixed · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      M

      Microsoft

      Data Analysis and Visualization with Power BI

      Skills you'll gain: Dashboard, Power BI, Data Presentation, Data Visualization Software, Data Storytelling, Data Analysis, Data Visualization, Interactive Data Visualization, Business Intelligence, Data-Driven Decision-Making, Forecasting

      4.7
      Rating, 4.7 out of 5 stars
      ·
      813 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      D
      A

      Multiple educators

      DeepLearning.AI Data Engineering

      Skills you'll gain: Apache Airflow, Data Modeling, Data Architecture, Data Storage, Data Pipelines, Data Lakes, Data Warehousing, Database Architecture and Administration, Requirements Analysis, AWS Kinesis, SQL, Query Languages, Data Integration, Database Management Systems, Databases, Amazon Web Services, Extract, Transform, Load, Amazon Redshift, Data Mart, Data Management

      4.8
      Rating, 4.8 out of 5 stars
      ·
      485 reviews

      Intermediate · Professional Certificate · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Introduction to Data Analytics for Business

      Skills you'll gain: Data Governance, Business Analytics, Analytics, SQL, Relational Databases, Data Analysis, Business Intelligence, Big Data, Databases, Organizational Structure, Data Management, Data Quality, Data Storage, Data Access, Cloud Computing

      4.7
      Rating, 4.7 out of 5 stars
      ·
      3.2K reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      T

      Tableau Learning Partner

      Introduction to Tableau

      Skills you'll gain: Tableau Software, Data Presentation, Interactive Data Visualization, Data Storytelling, Data Visualization Software, Data Integration, Dashboard, Data Manipulation, Exploratory Data Analysis, Data Cleansing, Business Intelligence, Data Analysis, Data Transformation, Data Processing, Business Analytics, Data Quality, Performance Tuning

      4.8
      Rating, 4.8 out of 5 stars
      ·
      278 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      I

      IBM

      IBM AI Foundations for Business

      Skills you'll gain: Data Literacy, Generative AI Agents, Data Mining, Generative AI, Enterprise Architecture, OpenAI, Data Analysis, Data Science, Data Architecture, Strategic Decision-Making, Information Architecture, Data-Driven Decision-Making, Data Strategy, Big Data, Data Management, ChatGPT, Natural Language Processing, Artificial Intelligence, Analytics, Leadership

      4.7
      Rating, 4.7 out of 5 stars
      ·
      96K reviews

      Beginner · Specialization · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      D

      DeepLearning.AI

      Mathematics for Machine Learning and Data Science

      Skills you'll gain: Linear Algebra, Descriptive Statistics, Statistical Hypothesis Testing, Bayesian Statistics, Probability Distribution, Probability & Statistics, Sampling (Statistics), Calculus, Applied Mathematics, Advanced Mathematics, A/B Testing, Statistics, Probability, Numerical Analysis, Mathematical Modeling, Statistical Analysis, Data Science, Machine Learning Algorithms, Dimensionality Reduction, Machine Learning

      4.6
      Rating, 4.6 out of 5 stars
      ·
      2.8K reviews

      Intermediate · Specialization · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      I

      Intuit

      Financial Statement Analysis

      Skills you'll gain: Financial Statements, Financial Statement Analysis, Reconciliation, Income Statement, Financial Analysis, Balance Sheet, Accounting, Performance Analysis, Equities, Bookkeeping, Sales Tax, Cash Flows, Payroll

      4.6
      Rating, 4.6 out of 5 stars
      ·
      708 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Pennsylvania

      Finance & Quantitative Modeling for Analysts

      Skills you'll gain: Finance, Capital Budgeting, Financial Data, Return On Investment, Financial Reporting, Financial Statement Analysis, Risk Modeling, Mathematical Modeling, Regression Analysis, Predictive Modeling, Business Modeling, Spreadsheet Software, Financial Analysis, Cash Flows, Financial Modeling, Balance Sheet, Predictive Analytics, Google Sheets, Microsoft Excel, Corporate Finance

      4.5
      Rating, 4.5 out of 5 stars
      ·
      17K reviews

      Beginner · Specialization · 3 - 6 Months

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

    • Mathematics for Machine Learning: Imperial College London
    • Python for Data Analysis: Pandas & NumPy: Coursera Project Network
    • Regression Analysis: Simplify Complex Data Relationships: Google
    • Introduction to Systematic Review and Meta-Analysis: Johns Hopkins University
    • Data Analysis and Visualization with Power BI: Microsoft
    • DeepLearning.AI Data Engineering: DeepLearning.AI
    • Introduction to Data Analytics for Business: University of Colorado Boulder
    • Introduction to Tableau: Tableau Learning Partner
    • IBM AI Foundations for Business: IBM
    • Mathematics for Machine Learning and Data Science: 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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