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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


  • U

    University of Michigan

    Python Classes and Inheritance

    Skills you'll gain: Object Oriented Programming (OOP), JSON, Object Oriented Design, Unit Testing, Python Programming, Debugging, Software Testing, Data Structures

    4.7
    Rating, 4.7 out of 5 stars
    ·
    3.7K reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Scikit-Learn For Machine Learning Classification Problems

    Skills you'll gain: Scikit Learn (Machine Learning Library), Classification Algorithms, Applied Machine Learning, Machine Learning Algorithms, Supervised Learning, Random Forest Algorithm, Machine Learning, Unsupervised Learning, Data Analysis

    4.6
    Rating, 4.6 out of 5 stars
    ·
    19 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • F

    Fractal Analytics

    Foundations of Machine Learning

    Skills you'll gain: Model Evaluation, Model Deployment, Machine Learning, Supervised Learning, Regression Analysis, Decision Tree Learning, Feature Engineering, Data Preprocessing, Unsupervised Learning, Predictive Modeling, Logistic Regression, Anomaly Detection, Classification Algorithms

    4.5
    Rating, 4.5 out of 5 stars
    ·
    14 reviews

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    Exam MS-100 Microsoft 365 Identity and Services Course

    Intermediate · Course · 3 - 6 Months

  • U

    University of California, Davis

    ‏SQL لعلوم البيانات

    Skills you'll gain: SQL, Data Manipulation, Data Analysis, Business Analytics, Query Languages, Databases, Relational Databases, Data Management, Data Modeling, Data Integration

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Configuring and Automating Jira for Visibility and Performan

    Skills you'll gain: Jira (Software), User Story, Agile Methodology, Business Process Automation, Workflow Management, Automation, Sprint Planning, Configuration Management, Project Management Software, Performance Metric, Process Optimization, Application Performance Management, Debugging, Due Diligence, Return On Investment, Analysis

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    Optimizing Salesforce Solutions on Vlocity OmniStudio

    Skills you'll gain: Performance Testing, Salesforce Development, Salesforce, Test Planning, Performance Tuning, Performance Analysis, Performance Measurement, Application Performance Management, Software Testing, Frontend Performance, Process Optimization, UI Components, Performance Improvement, Build Tools, Query Languages, Continuous Integration, Database Management, DevOps

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Procurement, Negotiation, and Contract Execution

    Skills you'll gain: Purchasing, Request For Quotation (RFQ), Procurement, Data Entry, Negotiation, Contract Negotiation, Order Processing, Vendor Contracts, Strategic Sourcing, Supply Management, Contract Management, Contract Review, Business Communication, Accounts Payable, Contract Compliance, Business Process Management, Billing & Invoicing, Cost Accounting, Data Validation

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Copilot in Microsoft 365 for Beginners

    Skills you'll gain: Microsoft Copilot, Microsoft Office, Microsoft Teams, Email Automation, Excel Formulas, Pivot Tables And Charts, Data Analysis Software, File Management, Business Communication

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Master Agentic AI: Core Principles & Real-World PC

    Skills you'll gain: Threat Modeling, Feature Engineering, Anomaly Detection, Data Visualization, Data Presentation, MLOps (Machine Learning Operations), Agentic Workflows, AI Security, A/B Testing, Open Web Application Security Project (OWASP), Software Engineering, Data Ethics, Responsible AI, Technical Communication, Security Testing, Security Requirements Analysis, Agentic systems, Continuous Monitoring, CI/CD, Reinforcement Learning

    Intermediate · Professional Certificate · 3 - 6 Months

  • C

    Coursera

    Fundamentals of Database Systems

    Skills you'll gain: Information Systems, Database Software, Database Systems, Database Design, Information Management, Data Modeling, Diagram Design, Relational Databases, Database Management, Data Management

    4.3
    Rating, 4.3 out of 5 stars
    ·
    32 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • M

    Minnesota State University, Mankato

    Core Human Resources Functions and Strategic Impact

    Skills you'll gain: Human Capital, People Analytics, Performance Metric, Labor Compliance, People Development, Talent Acquisition, Recruitment Strategies, Employee Engagement, Business Ethics

    Beginner · Course · 1 - 4 Weeks

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1…270271272…834

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

  • Python Classes and Inheritance: University of Michigan
  • Scikit-Learn For Machine Learning Classification Problems: Coursera
  • Foundations of Machine Learning : Fractal Analytics
  • Exam MS-100 Microsoft 365 Identity and Services Course: Packt
  • ‏SQL لعلوم البيانات: University of California, Davis
  • Configuring and Automating Jira for Visibility and Performan: Coursera
  • Optimizing Salesforce Solutions on Vlocity OmniStudio: Packt
  • Procurement, Negotiation, and Contract Execution: Coursera
  • Copilot in Microsoft 365 for Beginners: Packt
  • Master Agentic AI: Core Principles & Real-World PC: Coursera

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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