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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

    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 (35) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • U

    University of Colorado System

    Data Warehousing for Business Intelligence

    Skills you'll gain: Database Design, Decision Support Systems, Dashboard, Data Warehousing, Business Intelligence, Database Development, Relational Databases, Performance Measurement, Data Modeling, Business Intelligence Software, Database Software, Database Management Systems, Operational Performance Management, Database Management, SQL, Star Schema, Data Governance, Data Integration, Dashboard Creation, Data Visualization

    ★ 4.5 (4.1K) · Advanced · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • P

    Packt

    Managing Data as a Product: Scalable Data Architectures

    Skills you'll gain: Data Architecture, Distributed Computing, Data Modeling, Scalability, Data Management, Data Strategy, Data Pipelines, Software Architecture, Semantic Web, Continuous Deployment, Information Architecture, CI/CD, Maintainability, AI Enablement, Organizational Structure, AI Integrations, Product Automation, Interoperability, Data Analysis, Generative AI

    Intermediate · Course · 1 - 3 Months

  • D

    DeepLearning.AI

    TensorFlow: Data and Deployment

    Skills you'll gain: Model Deployment, Extract, Transform, Load, Federated Learning, Model Optimization, Data Pipelines, Image Analysis, Data Import/Export, Tensorflow, Transfer Learning, Convolutional Neural Networks, iOS Development, Apple iOS, Android Development, Data Preprocessing, Model Training, Data Processing, Computer Vision, MLOps (Machine Learning Operations), Javascript, Machine Learning

    ★ 4.7 (1.5K) · Intermediate · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • M

    Microsoft

    Data Modeling in Power BI

    Skills you'll gain: Star Schema, Power BI, Data Modeling, Data Analysis Expressions (DAX), Model Optimization, Snowflake Schema, Database Design, Performance Tuning, Data Analysis, Business Intelligence, Data Visualization, Time Series Analysis and Forecasting

    ★ 4.3 (835) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • E

    EDUCBA

    Master Banking Operations & Credit Analysis

    Skills you'll gain: Banking Services, Banking, Commercial Banking, Bank Regulations, Lending and Underwriting, Retail Banking, Credit Risk, Commercial Lending, Payment Systems, Financial Services, Consumer Lending, Regulatory Compliance, Financial Regulation, Loan Origination, Regulatory Requirements, Securities (Finance), Loan Documentation, Loans, Payment Processing and Collection, Deposit Accounts

    ★ 5 (14) · Mixed · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • I

    IBM

    Data Visualization with R

    Skills you'll gain: Ggplot2, Data Visualization Software, Data Visualization, Statistical Visualization, Rmarkdown, Shiny (R Package), Plot (Graphics), Dashboard Creation, Dashboard, Leaflet (Software), Interactive Data Visualization, Data Presentation, R (Software), R Programming, Scatter Plots, Graphing, Box Plots, Geospatial Information and Technology, Data Science, Data Analysis

    ★ 4.6 (274) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • M

    Microsoft

    Scenario and Root Cause Analysis with Generative AI

    Skills you'll gain: Root Cause Analysis, Risk Modeling, Risk Analysis, Strategic Decision-Making, Analysis, Generative AI, Strategic Thinking, AI Workflows, Risk Management, Data-Driven Decision-Making, Risk Mitigation, Decision Support Systems, Analytical Skills, Correlation Analysis, Anomaly Detection, Responsible AI, Strategic Planning, Scenario Testing, Decision Making

    ★ 4.7 (20) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • E

    EDUCBA

    Capital Budgeting & Investment Analysis Mastery

    Skills you'll gain: Capital Budgeting, Financial Analysis, Financial Management, Investment Management, Return On Investment, Finance, Working Capital, Cash Flows, Tax

    Mixed · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free Trial
    Free Trial
  • U

    University of Colorado Boulder

    Global Climate Change Policies and Analysis

    Skills you'll gain: Environmental Policy, Climate Change Programs, Energy and Utilities, Environmental Issue, Climate Change Mitigation, Political Sciences, Public Policies, International Relations, Environmental Regulations, Policy Analysis, Climate Change Adaptation, Sustainable Technologies, Pollution Prevention, Environmental Science, Electric Power Systems, Forecasting, Radiation Protection

    ★ 4.5 (8) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
    Category: Build toward a degree
    Build toward a degree
  • E

    EDUCBA

    Forex Analysis & Currency Conversion Strategies

    Skills you'll gain: International Finance, Travel Arrangements, Excel Formulas, Budgeting, Financial Trading, Financial Analysis, Transaction Processing, Analysis, Mathematical Modeling, Financial Modeling, Microsoft Excel, Business Mathematics, Purchasing

    Mixed · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free Trial
    Free Trial
  • C

    Coursera

    Create Mapping Data Flows in Azure Data Factory

    Skills you'll gain: Data Mapping, Microsoft Azure, Data Transformation, Data Pipelines, Extract, Transform, Load, Dataflow, Data Processing, Data Integration, Data Storage, Cloud Storage

    ★ 4.8 (8) · Beginner · Guided Project · Less Than 2 Hours

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

  • Generative AI for Data Visualization and Data Storytelling: Coursera
  • Data Warehousing for Business Intelligence: University of Colorado System
  • Managing Data as a Product: Scalable Data Architectures: Packt
  • TensorFlow: Data and Deployment: DeepLearning.AI
  • Data Modeling in Power BI: Microsoft
  • Master Banking Operations & Credit Analysis: EDUCBA
  • Data Visualization with R: IBM
  • Scenario and Root Cause Analysis with Generative AI: Microsoft
  • Capital Budgeting & Investment Analysis Mastery: EDUCBA
  • Global Climate Change Policies and Analysis: University of Colorado Boulder

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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