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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: Free Trial
    Free Trial
    C

    CertNexus

    Follow a Machine Learning Workflow

    Skills you'll gain: Data Preprocessing, Data Analysis, Model Training, Data Collection, AI Workflows, MLOps (Machine Learning Operations), Statistical Analysis, Model Deployment, Data Processing, Data Cleansing, Applied Machine Learning, Predictive Modeling, Machine Learning, Model Evaluation, Descriptive Statistics, Machine Learning Algorithms, Process Management

    4.7
    Rating, 4.7 out of 5 stars
    ·
    21 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    Pragmatic AI Labs

    GitHub: Governing AI-Generated Code

    Skills you'll gain: GitHub Copilot, AI Security, Code Review, Secure Coding, Anthropic Claude, Security Testing, LLM Application, OpenAI API, Generative AI, Large Language Modeling, Open Web Application Security Project (OWASP), Verification And Validation, AI Workflows, Generative AI Agents, Responsible AI, Vulnerability Scanning, AI Enablement, Model Evaluation, GitHub

    Beginner · Course · 1 - 4 Weeks

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

    Coursera

    Validating and Safeguarding Production AI

    Skills you'll gain: Anomaly Detection, MLOps (Machine Learning Operations), AI Security, Software Engineering, Model Training, DevOps, Software Quality Assurance, Maintainability, CI/CD, Model Deployment, Performance Tuning, Security Testing, Model Evaluation, Secure Coding, Performance Testing, Continuous Monitoring, Integration Testing, Sampling (Statistics), Data Validation, Python Programming

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    Status: AI skills
    AI skills
    M

    Microsoft

    Microsoft IT Support Specialist

    Skills you'll gain: Microsoft 365, Network Security, Business Software, Computer Hardware, Cybersecurity, Microsoft Office, Desktop Support, Virtual Private Networks (VPN), Network Troubleshooting, Technical Support, Hardware Troubleshooting, Hardware Architecture, Generative AI, Operating Systems, Network Administration, Collaborative Software, System Support, Application Security, Cloud Computing, Network Protocols

    4.7
    Rating, 4.7 out of 5 stars
    ·
    1.6K reviews

    Beginner · Professional Certificate · 3 - 6 Months

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

    Coursera

    Advancing Your Career in AI and Machine Learning Engineering

    Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Technical Communication, MLOps (Machine Learning Operations), Machine Learning, Artificial Intelligence, Model Deployment, Technical Design, Data Pipelines

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    R

    Rice University

    Engineering Project Management: Initiating and Planning

    Skills you'll gain: Communication Planning, Stakeholder Management, Organizational Structure, Project Documentation, Stakeholder Engagement, Project Management, Engineering Management, Project Management Life Cycle, Stakeholder Analysis, Project Scoping, Stakeholder Communications, Planning, Project Planning, Cost Benefit Analysis, Requirements Management, Project Performance, Financial Analysis, Project Management Institute (PMI) Methodology, Business Analysis, Case Studies

    4.7
    Rating, 4.7 out of 5 stars
    ·
    3.5K reviews

    Beginner · Course · 1 - 3 Months

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

    Creo Incubator

    Modern Leadership and Decision-Making

    Skills you'll gain: Delegation Skills, Dealing With Ambiguity, Leadership, Decision Making, Leadership and Management, Leadership Development, Strategic Leadership, Team Leadership, Business Leadership, Organizational Leadership, Strategic Decision-Making, Trustworthiness, Self-Awareness, Open Mindset, Influencing, Action Oriented, Systems Thinking, Experimentation, Adaptability, Discussion Facilitation

    Beginner · Course · 1 - 4 Weeks

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

    Coursera

    Supplier, Inventory, and Spend Management

    Skills you'll gain: Supply Management, Inventory Management, Supplier Performance Management, Supplier Management, Inventory Control Systems, Inventory Control, Procurement, Vendor Management, Inventory Management System, Cost Reduction, Performance Measurement, Purchasing, Document Management, Vendor Relationship Management, Supplier Relationship Management, Accounts Payable, Performance Analysis, File Management, Document Control, Data Integrity

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    P

    Packt

    Generative AI for Cloud Solutions

    Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, Responsible AI, LangChain, AI Security, LLM Application, Generative Model Architectures, Cloud Deployment, Large Language Modeling, Generative AI, Multimodal Prompts, Cloud Computing Architecture, Model Deployment, Fine-tuning, AI Integrations, ChatGPT, Cloud Computing, Natural Language Processing, Data Ethics, Cloud Security

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Project Finance & Excel: Build Financial Models from Scratch

    Skills you'll gain: Timelines, Return On Investment, Finance, Financial Statement Analysis, Financial Accounting, Financial Statements, Financial Reporting, Financial Analysis, Balance Sheet, Financial Forecasting, Capital Budgeting, Project Schedules, Milestones (Project Management), Project Accounting, Capital Expenditure, Profit and Loss (P&L) Management, General Finance, Operating Budget, Construction Accounting, Operating Cost

    4.4
    Rating, 4.4 out of 5 stars
    ·
    13 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Preview
    Preview
    E

    EDUCBA

    Apply Budgeting and Forecasting Fundamentals

    Skills you'll gain: Budget Management, Budgeting, Forecasting, Financial Forecasting, Operating Budget, Cost Management, Financial Management, Cost Accounting, Cash Flow Forecasting, Financial Statements, Business Ethics, Variance Analysis, Income Statement, Case Studies, Balance Sheet, Cash Flows

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Minnesota

    Software Testing and Automation

    Skills you'll gain: Open Web Application Security Project (OWASP), Cucumber (Software), Software Testing, Selenium (Software), Gherkin (Scripting Language), JUnit, Verification And Validation, Test Automation, Unit Testing, Security Testing, Regression Testing, System Testing, Test Case, Testability, White-Box Testing, Behavior-Driven Development, Code Coverage, Performance Testing, Development Testing, Software Engineering Tools

    4.2
    Rating, 4.2 out of 5 stars
    ·
    1K reviews

    Intermediate · Specialization · 3 - 6 Months

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

  • Follow a Machine Learning Workflow: CertNexus
  • GitHub: Governing AI-Generated Code: Pragmatic AI Labs
  • Validating and Safeguarding Production AI: Coursera
  • Microsoft IT Support Specialist: Microsoft
  • Advancing Your Career in AI and Machine Learning Engineering: Coursera
  • Engineering Project Management: Initiating and Planning: Rice University
  • Modern Leadership and Decision-Making: Creo Incubator
  • Supplier, Inventory, and Spend Management: Coursera
  • Generative AI for Cloud Solutions: Packt
  • Project Finance & Excel: Build Financial Models from Scratch: Packt

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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