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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


  • Status: Preview
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    A

    AI CERTs

    AI For Data Analysts

    Skills you'll gain: Anomaly Detection, Forecasting, Business Intelligence, Business Reporting, Operational Analysis, Operational Efficiency, Business Analytics, Data Preprocessing, Predictive Analytics, Financial Forecasting, Information Privacy, Data Collection

    Intermediate · Course · 1 - 3 Months

  • Status: Free
    Free
    C

    Coursera

    Business Strategy: Business Model Canvas Analysis with Miro

    Skills you'll gain: New Product Development, Value Propositions, Business Modeling, Product Development, Business Analysis, Business Analysis Tools, Stakeholder Communications, Business Solutions, Presentations, Business Strategy, Strategic Thinking, Business Strategies, Innovation, Entrepreneurship

    4.5
    Rating, 4.5 out of 5 stars
    ·
    147 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    U

    University of Colorado System

    Data Science for Marketing

    Skills you'll gain: Marketing Analytics, Data-Driven Marketing, Classification And Regression Tree (CART), Probability & Statistics, AI Personalization, Statistical Software, Regression Analysis, Model Evaluation, Data-Driven Decision-Making, Data Ethics, Unsupervised Learning, Statistical Modeling, Data Visualization, Customer Analysis, Statistical Analysis, Predictive Analytics, Anomaly Detection, Statistical Hypothesis Testing, Advanced Analytics, Machine Learning

    4.9
    Rating, 4.9 out of 5 stars
    ·
    19 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: New
    New
    G

    Google Cloud

    LookML: Data Modeling and Dashboard Delivery

    Skills you'll gain: Looker (Software), Data Modeling, Data Visualization, Dashboard, Analysis, Data Analysis, Ad Hoc Analysis, Data Maintenance, SQL, Database Development, Database Design, Data Store, Query Languages, Business Intelligence, Usability Testing, Data Transformation, Data Management, Data Access, Google Cloud Platform, Data Validation

    4.7
    Rating, 4.7 out of 5 stars
    ·
    430 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of California San Diego

    Basic Data Processing and Visualization

    Skills you'll gain: Data Processing, Data Manipulation, Data Visualization, Interactive Data Visualization, Web Scraping, Data Visualization Software, Pandas (Python Package), Data Analysis, Data Preprocessing, Data Science, Data Cleansing, Matplotlib, Data Import/Export, NumPy, JSON, Python Programming, File I/O

    4.3
    Rating, 4.3 out of 5 stars
    ·
    201 reviews

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Data Visualization with Plotly Express

    Skills you'll gain: Plotly, Interactive Data Visualization, Plot (Graphics), Data Visualization Software, Ggplot2, Exploratory Data Analysis, Data Analysis, Python Programming, Data Science, Machine Learning

    4.7
    Rating, 4.7 out of 5 stars
    ·
    269 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Secure AI Code & Libraries with Static Analysis

    Skills you'll gain: AI Security, Application Security, Secure Coding, DevSecOps, Security Testing, Vulnerability Scanning, Vulnerability Assessments, AI Personalization, Continuous Integration, Open Source Technology, CI/CD, MLOps (Machine Learning Operations), Dependency Analysis, Analysis, Program Implementation, Supply Chain

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    E

    Eindhoven University of Technology

    Process Mining: Data science in Action

    Skills you'll gain: Business Process Improvement, Process Analysis, Process Improvement, Business Process Management, Data Mining, Process Design, Business Process Modeling, Process Modeling, Operational Analysis, Performance Analysis, Real Time Data, Data-Driven Decision-Making, Data Science, Predictive Modeling, Verification And Validation, Model Evaluation

    4.7
    Rating, 4.7 out of 5 stars
    ·
    1.3K reviews

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Master Bond Valuation, YTM & Risk Analysis

    Skills you'll gain: Market Data, Financial Analysis, Securities (Finance), Investment Banking, Financial Market, Investment Management, Credit Risk, Financial Modeling, Investments, Risk Analysis, Finance, Cash Flows, Business

    Mixed · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    IFRS Segment Reporting and Financial Analysis

    Skills you'll gain: Financial Statement Analysis, International Financial Reporting Standards, Financial Reporting, Financial Statements, Performance Reporting, Financial Analysis, Business Reporting, Management Reporting, Financial Accounting, Operational Analysis, Generally Accepted Accounting Principles (GAAP), Annual Reports, Depreciation, Intercompany Accounting, Revenue Recognition, Finance

    Mixed · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    I

    IBM

    IBM Data Topology

    Skills you'll gain: Multi-Cloud, Data Architecture, Dataflow, Data Management, Regulatory Compliance, Law, Regulation, and Compliance, Information Architecture, Cloud Management, Information Management, Data Infrastructure, AI Integrations, Data Science, Strategic Planning

    4.6
    Rating, 4.6 out of 5 stars
    ·
    36 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Corporate Debt Restructuring and Financial Analysis

    Skills you'll gain: Lending and Underwriting, Commercial Lending, Financial Statement Analysis, Financial Analysis, Bankruptcies, Investment Banking, Case Studies, Credit Risk, Return On Investment, Gross Profit, Content Performance Analysis, Finance, Banking, Financial Policy, Corporate Finance, Performance Analysis, Analysis, Risk Analysis, Financial Inclusion, General Finance

    Mixed · Course · 1 - 4 Weeks

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

  • AI For Data Analysts: AI CERTs
  • Business Strategy: Business Model Canvas Analysis with Miro: Coursera
  • Data Science for Marketing: University of Colorado System
  • LookML: Data Modeling and Dashboard Delivery: Google Cloud
  • Basic Data Processing and Visualization: University of California San Diego
  • Data Visualization with Plotly Express: Coursera
  • Secure AI Code & Libraries with Static Analysis: Coursera
  • Process Mining: Data science in Action: Eindhoven University of Technology
  • Master Bond Valuation, YTM & Risk Analysis: EDUCBA
  • IFRS Segment Reporting and Financial Analysis: EDUCBA

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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