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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


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    IBM

    Application Modernization for Enterprise Systems

    Skills you'll gain: Event-Driven Programming, DevOps, Data Integration, z/OS, IBM Cloud, Hybrid Cloud Computing, CI/CD, Mainframe Technologies, Mainframe Computing, Cloud Development, Cloud Applications, Enterprise Application Management, Application Deployment, Middleware, Data Access, Application Design, Containerization, Cloud API, Application Programming Interface (API), Computer Programming

    4.9
    Rating, 4.9 out of 5 stars
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    8 reviews

    Beginner · Course · 1 - 4 Weeks

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    28DIGITAL

    AI for Cybersecurity

    Skills you'll gain: Cybersecurity, Network Security, Information Systems Security, Cyber Threat Intelligence, Deep Learning, Applied Machine Learning, Responsible AI, Intrusion Detection and Prevention, Fraud detection, Malware Protection, Natural Language Processing, Artificial Intelligence, Anomaly Detection, Machine Learning, Classification Algorithms, Data Preprocessing

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Building AI Agents – Fundamentals to Advanced

    Skills you'll gain: Email Automation, Agentic Workflows, AI Workflows, Multimodal Prompts, Tool Calling, Calendar Management, Machine Learning Methods, Scheduling, AI Security, Text Mining, Classification Algorithms, JSON

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Fine-tuning Language Models for Business Tasks

    Skills you'll gain: LLM Application, Large Language Modeling, AI Enablement, Forecasting, Artificial Intelligence, Business Analysis, Technology Roadmaps, Business Metrics, Innovation, Operational Efficiency, Customer experience improvement

    2.6
    Rating, 2.6 out of 5 stars
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    14 reviews

    Beginner · Course · 1 - 4 Weeks

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    University of Colorado Boulder

    Requirement Specifications for Autonomous Systems

    Skills you'll gain: Computational Logic, System Requirements, Functional Requirement, Theoretical Computer Science, Systems Analysis, Verification And Validation, Control Systems, Linear Algebra, Differential Equations, Applied Mathematics

    Build toward a degree

    3.4
    Rating, 3.4 out of 5 stars
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    9 reviews

    Intermediate · Course · 1 - 3 Months

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    L&T EduTech

    Solid Waste Collection, Storage and Transportation

    Skills you'll gain: Waste Minimization, Environmental Engineering, Sustainable Engineering, Civil Engineering, Environmental Regulations, Sustainable Technologies, Environmental Resource Management, Environmental Laws, Environmental Policy, Transportation Operations, Traffic Flow Optimization, Estimation, Network Routing

    4.6
    Rating, 4.6 out of 5 stars
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    13 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Anthropic

    Model Context Protocol: Advanced Topics

    Skills you'll gain: Model Context Protocol, Web Servers, Cloud Deployment

    Mixed · Course · 1 - 4 Weeks

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    L&T EduTech

    Foundation Systems, Monitoring and Erection Methods

    Skills you'll gain: Construction Engineering, Structural Engineering, Construction, Civil Engineering, Engineering Practices, Structural Analysis, Engineering Design Process, Architecture and Construction, Engineering, Engineering Calculations, Maintenance, Repair, and Facility Services, Property Maintenance, Continuous Monitoring, Failure Analysis, Environmental Monitoring

    Advanced · Course · 1 - 4 Weeks

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    Coursera

    Java Primitive Types to Calculate Expenses

    Skills you'll gain: Java, Java Programming, Application Development, Programming Principles, Data Storage, Data Entry, Computer Programming, Algorithms

    4.6
    Rating, 4.6 out of 5 stars
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    8 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    Amazon Web Services

    AWS Fundamentals Lab Series

    Skills you'll gain: Amazon CloudWatch, Cloud Infrastructure, Cloud Management, Amazon Web Services, Amazon S3, Cloud Computing, Data Migration, Cloud Security, Virtual Networking, Virtual Private Networks (VPN), MySQL, Systems Administration, Database Management, Network Security, Resource Management, Performance Analysis

    Beginner · Course · 1 - 3 Months

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    Whizlabs

    AWS DynamoDB Fundamentals

    Skills you'll gain: Amazon DynamoDB, Amazon Web Services, NoSQL, Database Management, Query Languages, JSON, Data Storage, Disaster Recovery, Data Manipulation, Scalability

    Beginner · Course · 1 - 3 Months

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    University of Colorado Boulder

    Resilience & Leadership: Concepts, Definitions, & Frameworks

    Skills you'll gain: Crisis Management, Threat Management, Threat Detection, Infrastructure Security, Resilience, Disaster Recovery, Emergency Response, Business Ethics, Engineering Management, Organizational Change, Systems Thinking, Organizational Effectiveness, Public Safety and National Security, Safety and Security, Risk Analysis, Industrial and Organizational Psychology, Complex Problem Solving, Decision Making, Leadership

    Build toward a degree

    Intermediate · Course · 1 - 3 Months

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

  • Application Modernization for Enterprise Systems: IBM
  • AI for Cybersecurity: 28DIGITAL
  • Building AI Agents – Fundamentals to Advanced: Packt
  • Fine-tuning Language Models for Business Tasks: Coursera
  • Requirement Specifications for Autonomous Systems: University of Colorado Boulder
  • Solid Waste Collection, Storage and Transportation: L&T EduTech
  • Model Context Protocol: Advanced Topics: Anthropic
  • Foundation Systems, Monitoring and Erection Methods: L&T EduTech
  • Java Primitive Types to Calculate Expenses : Coursera
  • AWS Fundamentals Lab Series: Amazon Web Services

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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