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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


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    EDUCBA

    Real Estate Finance & Credit Analysis

    Skills you'll gain: Lending and Underwriting, Real Estate, Property and Real Estate, Commercial Lending, Financial Statement Analysis, Financial Statements, Project Finance, Income Statement, Credit Risk, Financial Modeling, Commercial Real Estate, Financial Analysis, Real Estate Sales, Cash Flow Forecasting, Profit and Loss (P&L) Management, Loans, Lease Contracts, Cash Flows, Risk Analysis, Cost Estimation

    Mixed · Course · 1 - 4 Weeks

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    CertNexus

    CFR: Risk and Threat Analysis

    Skills you'll gain: Threat Modeling, Cybersecurity, Cyber Threat Intelligence, Threat Management, Information Systems Security, Threat Detection, Cyber Risk, Security Strategy, Cyber Security Strategy, Cyber Security Assessment, Risk Analysis, Computer Security, Risk Mitigation, Risk Management, Network Security, Risk Management Framework, Enterprise Risk Management (ERM), Risk Appetite, Trend Analysis, Technical Documentation

    Mixed · Course · 1 - 4 Weeks

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    Coursera

    Generative AI for Data Visualization and Data Storytelling

    Skills you'll gain: Generative AI, Data Storytelling, Data Visualization Software, Data Presentation, LLM Application, Data Wrangling, Large Language Modeling

    4.1
    Rating, 4.1 out of 5 stars
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    35 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Edureka

    Serverless Data Pipelines

    Skills you'll gain: Serverless Computing, Amazon CloudWatch, Data Pipelines, Data Engineering, Amazon Web Services, Extract, Transform, Load, Data Transformation, Data Processing, Amazon S3, Site Reliability Engineering, Cloud Computing, Amazon DynamoDB, Event Monitoring, Cloud Storage, Data Preprocessing, AWS Identity and Access Management (IAM), Cloud Security, Continuous Monitoring, Performance Metric, Security Management

    Beginner · Course · 1 - 4 Weeks

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    University of Colorado Boulder

    Data Wrangling with Python

    Skills you'll gain: Matplotlib, Web Scraping, Pivot Tables And Charts, Pandas (Python Package), Data Integration, Statistical Visualization, Data Manipulation, Exploratory Data Analysis, Data Wrangling, Data Visualization, Data-Driven Decision-Making, Data Transformation, Data Presentation, Data Processing, Data Cleansing, Data Preprocessing, Statistical Analysis, Seaborn, NumPy, Python Programming

    4.5
    Rating, 4.5 out of 5 stars
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    42 reviews

    Beginner · Specialization · 3 - 6 Months

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    EDUCBA

    Apply Statistical Analysis Using Minitab for Beginners

    Skills you'll gain: Minitab, Data Visualization, Predictive Analytics, Statistical Visualization, Data Visualization Software, Statistical Analysis, Data-Driven Decision-Making, Descriptive Statistics, Statistical Software, Data Analysis, Data Analysis Software

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Data Quality Auditing and Profiling

    Skills you'll gain: Data Quality, Data Validation, Auditing, Reconciliation, Quality Assurance, Quality Assessment, Data Analysis, Data Integrity, Data Capture, Descriptive Statistics, Exploratory Data Analysis, Data Entry, Data Collection, Verification And Validation, Anomaly Detection, Business Requirements

    Beginner · Course · 1 - 3 Months

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    EDUCBA

    Fixed Income Portfolio Management Analysis

    Skills you'll gain: Securities (Finance), Investment Management, Financial Market, Portfolio Management, Credit Risk, Portfolio Risk, Investments, Mortgage Loans, Investment Banking, Capital Markets, Securities Trading, Financial Analysis, Financial Modeling, Lending and Underwriting, Loans, Return On Investment, Asset Management, Risk Modeling, Risk Analysis, Derivatives

    Mixed · Course · 1 - 3 Months

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    Simplilearn

    Business Analysis Excel Tools and CCBA Training

    Skills you'll gain: Project Risk Management, Business Analysis, Project Management, Risk Management, Project Planning, Data Visualization, Agile Methodology, Agile Project Management, Microsoft Excel, Cost Management, Interactive Data Visualization, Stakeholder Engagement, Excel Formulas, Pivot Tables And Charts, Business Analytics, Stakeholder Management, Business Requirements, Solution Design, Data Analysis, Data Validation

    4.4
    Rating, 4.4 out of 5 stars
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    54 reviews

    Beginner · Specialization · 1 - 3 Months

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    Johns Hopkins University

    Surveillance Systems: Analysis, Dissemination, and Special Systems

    Skills you'll gain: Epidemiology, Trend Analysis, Chronic Diseases, Public Health, Public Health and Disease Prevention, Event Monitoring, Infection Control, Data Analysis, Descriptive Analytics, Technical Communication, Anomaly Detection, Infectious Diseases, Law, Regulation, and Compliance, Data Collection, Information Privacy

    4.7
    Rating, 4.7 out of 5 stars
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    389 reviews

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Data Quality Validation and Debugging

    Skills you'll gain: Data Cleansing, Analytical Skills, Data Validation, Data Quality, Exploratory Data Analysis, Analysis, Data Analysis, Business Reporting, Debugging, Investigation, Root Cause Analysis, SQL

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Johns Hopkins University

    Data Visualization Capstone

    Skills you'll gain: Data Visualization, Data Visualization Software, Statistical Visualization, Data Storytelling, Data Manipulation, Data Presentation, Dashboard Creation, Statistical Reporting, Data Wrangling, Dashboard, Data Analysis, Data Cleansing, Plot (Graphics), R (Software), R Programming, Tidyverse (R Package), Data Preprocessing, Data Transformation, Graphic and Visual Design, Data Import/Export

    5
    Rating, 5 out of 5 stars
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    38 reviews

    Mixed · Course · 1 - 4 Weeks

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

  • Real Estate Finance & Credit Analysis: EDUCBA
  • CFR: Risk and Threat Analysis: CertNexus
  • Generative AI for Data Visualization and Data Storytelling: Coursera
  • Serverless Data Pipelines: Edureka
  • Data Wrangling with Python: University of Colorado Boulder
  • Apply Statistical Analysis Using Minitab for Beginners: EDUCBA
  • Data Quality Auditing and Profiling: Coursera
  • Fixed Income Portfolio Management Analysis: EDUCBA
  • Business Analysis Excel Tools and CCBA Training: Simplilearn
  • Surveillance Systems: Analysis, Dissemination, and Special Systems: Johns Hopkins University

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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