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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


  • Status: New
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    E

    EDUCBA

    Sentiment Analysis with RNNs in Keras

    Skills you'll gain: Keras (Neural Network Library), Recurrent Neural Networks (RNNs), Model Evaluation, Natural Language Processing, Text Mining, Data Preprocessing, Deep Learning, Tensorflow, Google Cloud Platform, Matplotlib

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
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    J

    Johns Hopkins University

    Executive Data Science

    Skills you'll gain: Data Quality, Exploratory Data Analysis, Employee Onboarding, Data Management, Statistical Reporting, Team Motivation, Technical Communication, Data Analysis, Data Presentation, Project Management, Interviewing Skills, Data Science, Data-Driven Decision-Making, Data Strategy, Organizational Leadership, Team Management, Workflow Management, Analytical Skills, Leadership, Communication

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

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
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    University of California, Irvine

    Predictive Modeling, Model Fitting, and Regression Analysis

    Skills you'll gain: Predictive Modeling, Predictive Analytics, Regression Analysis, Decision Tree Learning, Supervised Learning, Data Modeling, Data Analysis, Logistic Regression, Descriptive Analytics, Forecasting, Machine Learning, Model Evaluation, Classification Algorithms, Unsupervised Learning, Statistical Analysis

    4.5
    Rating, 4.5 out of 5 stars
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    73 reviews

    Intermediate · Course · 1 - 4 Weeks

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    M

    Microsoft

    Statistical Analysis and Advanced Techniques

    Skills you'll gain: Regression Analysis, Statistical Analysis, Time Series Analysis and Forecasting, Logistic Regression, R Programming, Statistical Hypothesis Testing, Probability & Statistics, Statistical Modeling, R (Software), Statistical Methods, Predictive Modeling, Generative AI, Rmarkdown, Forecasting, Descriptive Statistics, Power BI, Ggplot2

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    E

    Emory University

    Survey analysis to Gain Marketing Insights

    Skills you'll gain: Customer Analysis, Statistical Analysis, Target Market, Marketing Analytics, Market Research, Data Analysis, Data Analysis Software, Marketing, Exploratory Data Analysis, Marketing Strategy and Techniques, Consumer Behaviour, Brand Strategy

    4.5
    Rating, 4.5 out of 5 stars
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    123 reviews

    Mixed · Course · 1 - 4 Weeks

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    S

    Simplilearn

    CCBA Certification Business Analysis Essentials

    Skills you'll gain: Business Analysis, Business Systems Analysis, Stakeholder Engagement, Stakeholder Management, Business Requirements, Requirements Management, Business Process, Business Strategies, Performance Analysis, Strategic Thinking, Governance, Risk Analysis, Business Solutions, Verification And Validation, Prioritization

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of Illinois Urbana-Champaign

    Accounting Data Analytics

    Skills you'll gain: Machine Learning Algorithms, Model Evaluation, Data Visualization, Jupyter, Data Literacy, Tableau Software, Matplotlib, Data Presentation, Data Visualization Software, Data Preprocessing, Unsupervised Learning, Exploratory Data Analysis, Pandas (Python Package), Scikit Learn (Machine Learning Library), Data Manipulation, Classification Algorithms, Excel Macros, Predictive Modeling, Machine Learning, Python Programming

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
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    571 reviews

    Intermediate · Specialization · 3 - 6 Months

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    Pearson

    Wireshark 101: Packet Analysis Essentials

    Skills you'll gain: Network Troubleshooting, Network Protocols, Network Monitoring, Network Analysis, TCP/IP, Cyber Security Assessment, Network Security, User Interface (UI)

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    S

    SkillUp

    Generative AI: Advancing Systems Analysis & Architecture

    Skills you'll gain: Business Process Modeling, Systems Analysis, AI Workflows, Business Analysis, Generative AI, Stakeholder Communications, Systems Architecture, Solution Architecture, Business Process Automation, Stakeholder Analysis, ChatGPT, Technical Consulting, Software Architecture, Consulting, Systems Thinking, Business Communication

    4.9
    Rating, 4.9 out of 5 stars
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    9 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    SkillUp

    Business Analysis: Process Modeling & Requirements Gathering

    Skills you'll gain: Business Analysis, Business Process Modeling, Process Optimization, Requirements Management, Business Requirements, Process Analysis, Data Modeling, Stakeholder Analysis, Agile Methodology, Requirements Analysis, Process Improvement, User Story, Data Flow Diagrams (DFDs), Gap Analysis

    4.7
    Rating, 4.7 out of 5 stars
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    65 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    U

    University of California, Irvine

    Cluster Analysis, Association Mining, and Model Evaluation

    Skills you'll gain: Model Evaluation, Unsupervised Learning, Analysis, Regression Analysis, Statistical Analysis, Data Mining, Predictive Analytics, Anomaly Detection, Fraud detection, Machine Learning, Correlation Analysis, Probability & Statistics, Scatter Plots, Market Analysis, Classification Algorithms, Collaborative Software

    4.5
    Rating, 4.5 out of 5 stars
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    47 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Toronto

    GIS, Mapping, and Spatial Analysis Capstone

    Skills you'll gain: Spatial Analysis, Geographic Information Systems, Geospatial Mapping, ArcGIS, Data Visualization, Data Compilation, Data Mapping, Data Storytelling, Metadata Management, Data Integration, Data Management

    4.9
    Rating, 4.9 out of 5 stars
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    321 reviews

    Beginner · Course · 1 - 3 Months

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

  • Sentiment Analysis with RNNs in Keras: EDUCBA
  • Executive Data Science: Johns Hopkins University
  • Predictive Modeling, Model Fitting, and Regression Analysis: University of California, Irvine
  • Statistical Analysis and Advanced Techniques: Microsoft
  • Survey analysis to Gain Marketing Insights: Emory University
  • CCBA Certification Business Analysis Essentials: Simplilearn
  • Accounting Data Analytics: University of Illinois Urbana-Champaign
  • Wireshark 101: Packet Analysis Essentials: Pearson
  • Generative AI: Advancing Systems Analysis & Architecture: SkillUp
  • Business Analysis: Process Modeling & Requirements Gathering: SkillUp

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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