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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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    CertNexus

    CyberSec First Responder – Advanced (CFR-A): Exam CFA-110

    Skills you'll gain: Exploitation techniques, Penetration Testing, Cyber Attacks, Cyber Security Assessment, Cybersecurity, Event Monitoring, Vulnerability Management, Vulnerability, Continuous Monitoring, Data Security, Network Security, Analysis, Criminal Investigation and Forensics, System Monitoring, System Configuration, Network Monitoring, Bash (Scripting Language), Scripting, Linux, Python Programming

    Advanced · Specialization · 1 - 3 Months

  • Status: Free Trial
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    Microsoft

    Python Programming Fundamentals

    Skills you'll gain: Version Control, GitHub, Debugging, Git (Version Control System), Unit Testing, Data Structures, Data Manipulation, Python Programming, Software Testing, Scripting, Computer Programming, Web Development, Algorithms, Integrated Development Environments, Object Oriented Programming (OOP), Jupyter

    4.5
    Rating, 4.5 out of 5 stars
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    493 reviews

    Beginner · Course · 1 - 3 Months

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    Coursera

    AppDynamics (Advanced)

    Skills you'll gain: Dashboard, Application Performance Management, System Monitoring, Enterprise Application Management, Performance Tuning, Performance Analysis, Management Reporting, Performance Metric, Anomaly Detection, Real Time Data, Continuous Monitoring, Root Cause Analysis, Operational Performance Management, Business Metrics, Transaction Processing, Key Performance Indicators (KPIs), Data-Driven Decision-Making

    Intermediate · Course · 1 - 4 Weeks

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    Northeastern University

    Statistical Learning for Engineering Part 2

    Skills you'll gain: PyTorch (Machine Learning Library), Unsupervised Learning, Reinforcement Learning, Supervised Learning, Dimensionality Reduction, Statistical Machine Learning, Machine Learning, Machine Learning Software, Convolutional Neural Networks, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Transfer Learning, Decision Tree Learning, Classification Algorithms, Random Forest Algorithm, Autoencoders, Predictive Modeling, Feature Engineering

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Machine Learning Operations (MLOps): Getting Started - 한국어

    Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, Google Cloud Platform, DevOps, Application Lifecycle Management, Continuous Deployment, Model Evaluation, Applied Machine Learning, Cloud Solutions, Automation, Data Management

    Intermediate · Course · 1 - 4 Weeks

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    University of Maryland, College Park

    AI for Business Leaders

    Skills you'll gain: AI Personalization, Responsible AI, Deep Learning, Forecasting, Business Leadership, Risk Management, Business Analytics, Machine Learning, Analytics, Artificial Intelligence, Marketing Analytics, Applied Machine Learning, Customer Analysis, Supply Chain Management, Data-Driven Decision-Making, Big Data, People Analytics

    Intermediate · Course · 1 - 3 Months

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    Coursera

    AI Security: Security in the Age of Artificial Intelligence

    Skills you'll gain: Threat Modeling, Data Loss Prevention, Mobile Security, DevSecOps, MLOps (Machine Learning Operations), Vulnerability Scanning, LLM Application, Incident Response, Security Engineering, Anomaly Detection, Application Security, Responsible AI, Security Controls, Data Security, CI/CD, Infrastructure Security, Continuous Monitoring, Penetration Testing, Process Optimization, Vulnerability Assessments

    Intermediate · Specialization · 3 - 6 Months

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    Coursera

    Automate and Analyze Jira with AI Accuracy

    Skills you'll gain: Prompt Engineering, Jira (Software), Model Evaluation, AI Workflows, AI Enablement, Data Validation, Verification And Validation, Automation, Generative AI, Software Documentation, Benchmarking, Artificial Intelligence, Quality Assessment, Release Management, Technical Documentation, Technical Communication

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Automatic Data Processing, Inc. (ADP)

    Essential Skills for Comp & Benefits Professionals

    Skills you'll gain: Data Collection, Data Visualization, Data-Driven Decision-Making, Microsoft Excel, Project Management, Data Analysis, Compensation and Benefits, Google Sheets, Timelines, Data Cleansing, Agile Methodology, Employee Surveys, Focus Group

    4.4
    Rating, 4.4 out of 5 stars
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    19 reviews

    Beginner · Course · 1 - 3 Months

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    Coursera

    Automate, Optimize, and Maintain AI Systems

    Skills you'll gain: AI Security, Ansible, Patch Management, MLOps (Machine Learning Operations), Generative AI, Site Reliability Engineering, System Monitoring, Infrastructure as Code (IaC), Incident Management, Problem Management, Continuous Monitoring, IT Automation, Disaster Recovery, Automation, Predictive Analytics

    Intermediate · Course · 1 - 4 Weeks

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    IBM

    IBM Project Manager

    Skills you'll gain: Stakeholder Engagement, Agile Software Development, Scrum (Software Development), Project Management Life Cycle, Resource Management, Risk Management, Peer Review, Earned Value Management, Stakeholder Management, Agile Methodology, Project Risk Management, Team Motivation, Kanban Principles, Project Management, IT Management, Interviewing Skills, Professional Networking, Leadership, Project Coordination, Communication

    4.8
    Rating, 4.8 out of 5 stars
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    5.5K reviews

    Beginner · Professional Certificate · 3 - 6 Months

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    Coursera

    Export and Highlight Project Tasks Fast

    Skills you'll gain: Google Sheets, Data Import/Export, Stakeholder Communications, Management Reporting, Spreadsheet Software, Dashboard, Business Reporting, Timelines, Project Documentation, Project Management Software, Prioritization

    Beginner · Course · 1 - 4 Weeks

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1…323324325…834

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

  • CyberSec First Responder – Advanced (CFR-A): Exam CFA-110: CertNexus
  • Python Programming Fundamentals: Microsoft
  • AppDynamics (Advanced): Coursera
  • Statistical Learning for Engineering Part 2: Northeastern University
  • Machine Learning Operations (MLOps): Getting Started - 한국어: Google Cloud
  • AI for Business Leaders: University of Maryland, College Park
  • AI Security: Security in the Age of Artificial Intelligence: Coursera
  • Automate and Analyze Jira with AI Accuracy: Coursera
  • Essential Skills for Comp & Benefits Professionals: Automatic Data Processing, Inc. (ADP)
  • Automate, Optimize, and Maintain AI Systems: 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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