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  • Exploratory Data Analysis

Exploratory Data Analysis Courses

Exploratory Data Analysis courses can help you learn data visualization techniques, statistical summaries, and data cleaning methods. You can build skills in identifying patterns, detecting anomalies, and interpreting results to inform decision-making. Many courses introduce tools like Python, R, and Tableau, which facilitate the analysis and presentation of data insights, allowing you to effectively communicate findings and support data-driven strategies.


Popular Exploratory Data Analysis Courses and Certifications


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    E

    EDUCBA

    Logistic Regression with R: Build & Predict

    Skills you'll gain: Logistic Regression, Model Evaluation, Data Preprocessing, Predictive Modeling, R Programming, Feature Engineering, Statistical Modeling, Risk Modeling, Classification And Regression Tree (CART), Applied Machine Learning, Regression Analysis, Predictive Analytics, Advanced Analytics, Machine Learning Methods, Data Manipulation, Supervised Learning, Performance Measurement, Credit Risk, Dimensionality Reduction

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
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    D

    Dartmouth College

    Engineering of Structures: Shear and Bending

    Skills you'll gain: Structural Analysis, Structural Engineering, Civil Engineering, Engineering, Engineering Calculations, Construction, Mechanics, Engineering Design Process, Experimentation

    4.8
    Rating, 4.8 out of 5 stars
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    39 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Building Students Math Skills with iKnowit

    Skills you'll gain: Mathematics Education, Education Software and Technology

    4.8
    Rating, 4.8 out of 5 stars
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    44 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    Duke University

    Gold Market Foundations

    Skills you'll gain: Financial Regulation, Capital Markets, Supply And Demand, Financial Analysis, Economics

    4.9
    Rating, 4.9 out of 5 stars
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    22 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Peking University

    社会调查与研究方法 (下)Methodologies in Social Research (Part 2)

    Skills you'll gain: Survey Creation, Interviewing Skills, Statistical Analysis, Data Quality, Research Methodologies, Research, Data Cleansing, Data Collection, Scientific Methods, Social Sciences, Case Studies, Data Mining, Quantitative Research, Qualitative Research, Big Data, Report Writing

    4.9
    Rating, 4.9 out of 5 stars
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    25 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
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    C

    Codio

    Introduction to VueJS Framework

    Skills you'll gain: Vue.JS, HTML and CSS, Web Applications, JavaScript Frameworks, Front-End Web Development, Web Components, Javascript, Data Persistence

    4.2
    Rating, 4.2 out of 5 stars
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    45 reviews

    Beginner · Course · 1 - 4 Weeks

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    U

    University of Colorado Boulder

    Fandom, Community, and Identity in Popular Music

    Skills you'll gain: Music, World Music, Case Studies, Culture, Sociology, Cultural Diversity, Research, Analysis, Performing Arts, Critical Thinking, Creativity, Media and Communications, Communication

    5
    Rating, 5 out of 5 stars
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    7 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of Michigan

    Python Fundamentals for Designers

    Skills you'll gain: Interactive Data Visualization, Interactive Design, Programming Principles, Visualization (Computer Graphics), Python Programming, Graphic and Visual Design, Computer Graphics, Computational Logic, Software Design, Computer Programming, Computational Thinking, File I/O, Data Structures, Animations

    5
    Rating, 5 out of 5 stars
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    7 reviews

    Beginner · Course · 1 - 3 Months

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    U

    Universitat Autònoma de Barcelona

    Climate change and Indigenous People and local communities

    Skills you'll gain: Research, Research Methodologies, Climate Change Adaptation, Qualitative Research, Social Impact, Environmental Monitoring, Community Development, Cultural Sensitivity, Sustainable Development, Environmental Issue, Intercultural Competence, Socioeconomics, Environmental Policy, Natural Resource Management, Climate Change Mitigation, Data Collection, Vulnerability, Governance, Fundraising

    4.5
    Rating, 4.5 out of 5 stars
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    56 reviews

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Vertex Pipelines: Qwik Start

    Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, Google Cloud Platform, Applied Machine Learning, Data Pipelines, Tensorflow, Machine Learning

    Intermediate · Project · Less Than 2 Hours

  • C

    Coursera

    A Start Guide: Product Marketing Using G Suite

    Skills you'll gain: Product Knowledge, Product Marketing, Product Management, Product Assortment, Product Strategy, Go To Market Strategy, Product Development, New Product Development, Performance Analysis

    4.3
    Rating, 4.3 out of 5 stars
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    41 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    Howard University

    Solving Business Problems with Spreadsheet Modeling

    Skills you'll gain: Correlation Analysis, Business Analysis, Spreadsheet Software, Analysis, Business Analytics, Microsoft Excel, Business Modeling, Risk Analysis, Complex Problem Solving, Data Analysis, Forecasting

    4.8
    Rating, 4.8 out of 5 stars
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    10 reviews

    Mixed · Course · 1 - 4 Weeks

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

  • Logistic Regression with R: Build & Predict: EDUCBA
  • Engineering of Structures: Shear and Bending: Dartmouth College
  • Building Students Math Skills with iKnowit: Coursera
  • Gold Market Foundations : Duke University
  • 社会调查与研究方法 (下)Methodologies in Social Research (Part 2): Peking University
  • Introduction to VueJS Framework: Codio
  • Fandom, Community, and Identity in Popular Music: University of Colorado Boulder
  • Python Fundamentals for Designers: University of Michigan
  • Climate change and Indigenous People and local communities: Universitat Autònoma de Barcelona
  • Vertex Pipelines: Qwik Start: Google Cloud

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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