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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


  • C

    Coursera

    Facial Expression Recognition with PyTorch

    Skills you'll gain: PyTorch (Machine Learning Library), Transfer Learning, Convolutional Neural Networks, Deep Learning, Image Analysis, Computer Vision, Model Evaluation, Data Preprocessing, Classification Algorithms

    3.9
    Rating, 3.9 out of 5 stars
    ·
    60 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • E

    EDUCBA

    Analyze and Apply Credit Rating Processes and Models

    Skills you'll gain: Credit Risk, Lending and Underwriting, Commercial Lending, Financial Statement Analysis, Financial Analysis, Consumer Lending, Risk Modeling, General Lending, Loan Origination, Risk Analysis, Cash Flows, Balance Sheet, Financial Acumen, Risk Management, Portfolio Management, Working Capital, Benchmarking

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Lead with Impact: Nursing Leadership & Strategy

    Skills you'll gain: Nursing Management, Legal Risk, Clinical Leadership, Continuous Quality Improvement (CQI), Stakeholder Engagement, Health Equity, Nursing Administration, Patient Safety, Strategic Leadership, Conflict Management, Teamwork, Nursing, Change Management, Financial Management, Decision Making, Healthcare Ethics, Quality Improvement, Staff Management, Strategic Planning, Delegation Skills

    Intermediate · Specialization · 3 - 6 Months

  • E

    EDUCBA

    Design and Build a Complaints Tracking System with SQL

    Skills you'll gain: Database Design, Case Studies, Relational Databases, System Testing, Database Development, Microsoft SQL Servers, SQL, Customer Complaint Resolution, Business Reporting, Data Integrity, Visual Basic (Programming Language), Workflow Management, Registration, Requirements Analysis, User Interface (UI)

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Illinois Urbana-Champaign

    Getting Started with CyberGIS

    Skills you'll gain: Geospatial Information and Technology, Geographic Information Systems, Apache Hadoop, Spatial Data Analysis, Geospatial Mapping, Spatial Analysis, Big Data, Matplotlib, Data Processing, Computational Thinking, Distributed Computing, Data Manipulation, Python Programming

    4.2
    Rating, 4.2 out of 5 stars
    ·
    30 reviews

    Beginner · Course · 1 - 3 Months

  • U

    Universidad de los Andes

    Modelos predictivos con aprendizaje automático

    Skills you'll gain: Data Ethics, Predictive Modeling, Supervised Learning, Regression Analysis, Applied Machine Learning, Model Evaluation, Scikit Learn (Machine Learning Library), Machine Learning, Classification Algorithms, Decision Tree Learning, Data Preprocessing, Analytical Skills, Python Programming, Unsupervised Learning, Performance Metric

    4.7
    Rating, 4.7 out of 5 stars
    ·
    78 reviews

    Beginner · Course · 1 - 4 Weeks

  • A

    Arizona State University

    Random Models, Nested and Split-plot Designs

    Skills you'll gain: Statistical Analysis, Regression Analysis, Sampling (Statistics), Statistical Modeling, Statistical Methods, Data Analysis Software, Data Transformation, Statistical Hypothesis Testing, Probability Distribution

    4.7
    Rating, 4.7 out of 5 stars
    ·
    36 reviews

    Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Build and Evaluate a JavaScript Quiz Application

    Skills you'll gain: Web Applications, HTML and CSS, Front-End Web Development, Web Design and Development, Javascript, Application Design, Application Development, Data Validation, UI Components, Debugging

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Apply Urban Scale Mapping Techniques Using SketchUp

    Skills you'll gain: SketchUp (3D Modeling Software), Architectural Drawing, Spatial Analysis, AutoCAD, Visualization (Computer Graphics), Data Mapping, Graphic and Visual Design, 3D Modeling, Technical Communication, Color Theory, Microsoft Office

    Beginner · Course · 1 - 4 Weeks

  • U

    University of California, Santa Barbara

    CPA Licensure Prep: Current Issues in Financial Reporting

    Skills you'll gain: Financial Reporting, Generally Accepted Accounting Principles (GAAP), Financial Statement Analysis, Balance Sheet, Depreciation, Financial Statements, Revenue Recognition, Financial Accounting, Financial Analysis, Accrual Accounting, Bookkeeping, Technical Accounting, Accounting, Income Statement, General Ledger, Capital Expenditure, Equities, Fixed Asset, Standard Accounting Practices, Expense Management

    Intermediate · Specialization · 1 - 3 Months

  • E

    EDUCBA

    Machine Learning with R: Build, Analyze & Predict

    Skills you'll gain: Data Analysis, Statistical Analysis, Probability Distribution, R Programming, Exploratory Data Analysis, Statistical Modeling, Machine Learning, Statistical Inference, Classification Algorithms, Data Manipulation, Supervised Learning, Random Forest Algorithm, Regression Analysis, Model Evaluation, Decision Tree Learning

    4.5
    Rating, 4.5 out of 5 stars
    ·
    15 reviews

    Mixed · Course · 1 - 4 Weeks

  • U

    University of Illinois Urbana-Champaign

    Foundations of Strategic Internal Auditing

    Skills you'll gain: Audit Planning, Internal Auditing, Internal Controls, Internal Communications, Compliance Auditing, Report Writing, Governance Risk Management and Compliance, Continuous Improvement Process, Presentations, Benchmarking, Governance, Risk Analysis, Risk Management Framework, Stakeholder Communications, Strategic Communication, Environmental Social And Corporate Governance (ESG), Risk Management, Stakeholder Management, Business Ethics, Fraud detection

    Intermediate · Course · 1 - 4 Weeks

1…272273274…834

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

  • Facial Expression Recognition with PyTorch : Coursera
  • Analyze and Apply Credit Rating Processes and Models: EDUCBA
  • Lead with Impact: Nursing Leadership & Strategy: Coursera
  • Design and Build a Complaints Tracking System with SQL: EDUCBA
  • Getting Started with CyberGIS: University of Illinois Urbana-Champaign
  • Modelos predictivos con aprendizaje automático: Universidad de los Andes
  • Random Models, Nested and Split-plot Designs: Arizona State University
  • Build and Evaluate a JavaScript Quiz Application: EDUCBA
  • Apply Urban Scale Mapping Techniques Using SketchUp: EDUCBA
  • CPA Licensure Prep: Current Issues in Financial Reporting: University of California, Santa Barbara

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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