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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


  • C

    Coursera

    Engineer AI Models: Explain, Tune & Experiment

    Skills you'll gain: Feature Engineering, Fraud detection, Jupyter, Program Management, Responsible AI, Model Evaluation, Project Management, Performance Improvement, Performance Metric, Business Analytics, Credit Risk, Performance Analysis, Performance Tuning, Machine Learning Methods, Test Planning, Test Engineering, Research Design, Technical Communication

    Intermediate · Course · 1 - 4 Weeks

  • P

    Pontificia Universidad Católica de Chile

    Cómo entrenar a tus electrones 1: Fundamentos de la electrónica analógica

    Skills you'll gain: Electronic Systems, Electronics, Electronic Components, Basic Electrical Systems, Engineering Design Process, Schematic Diagrams, Performance Testing, System Design and Implementation, Engineering Analysis, Mathematical Modeling, Engineering Calculations

    4.7
    Rating, 4.7 out of 5 stars
    ·
    145 reviews

    Intermediate · Course · 1 - 4 Weeks

  • P

    Pearson

    Introduction to Transformer Models for NLP: Unit 1

    Skills you'll gain: PyTorch (Machine Learning Library), Transfer Learning, Natural Language Processing, Large Language Modeling, Generative Model Architectures, Embeddings

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Pennsylvania

    Comparative Health Systems

    Skills you'll gain: Health Systems, Primary Care, Health Care Administration, Health Care, Health Policy, Healthcare Industry Knowledge, Health Disparities, Health Equity, Systems Thinking, Public Health, Governance, Organizational Strategy

    4.6
    Rating, 4.6 out of 5 stars
    ·
    141 reviews

    Beginner · Course · 1 - 4 Weeks

  • L

    Logical Operations

    Crystal Reports: Running Totals and Cross-Tabs

    Skills you'll gain: Management Reporting, Business Reporting, Run Chart, Data Presentation, Microsoft Access, Data Analysis, Business Intelligence Software, Business Intelligence, Data Analysis Software, Microsoft Office

    Mixed · Course · 1 - 4 Weeks

  • M

    Microsoft

    Process Groups and Processes in Project Management

    Skills you'll gain: Stakeholder Engagement, Project Closure, Stakeholder Management, Risk Analysis, Stakeholder Communications, Project Risk Management, Project Planning, Stakeholder Analysis, Project Performance, Scheduling, Project Management Institute (PMI) Methodology, Risk Mitigation, Project Management, Project Coordination, Project Management Life Cycle, Communication Planning, Performance Metric, Team Management

    4.5
    Rating, 4.5 out of 5 stars
    ·
    52 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Crafting AI Identities: Strategies & Ethical Considerations

    Skills you'll gain: Responsible AI, AI Personalization, Data Ethics, Personally Identifiable Information, Information Privacy, Persona (User Experience), User Research, Multimodal Prompts, Persona Development, Diversity and Inclusion, User Experience Design, Artificial Intelligence, Accountability, Ethical Standards And Conduct, User Centered Design, Design Strategies, Empathy & Emotional Intelligence

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Deep Neural Network for Beginners Using Python

    Skills you'll gain: Data Preprocessing, Deep Learning, Artificial Neural Networks, Logistic Regression, Data Cleansing, Artificial Intelligence and Machine Learning (AI/ML), Python Programming, Model Evaluation, Network Architecture, Machine Learning Algorithms, NumPy, Pandas (Python Package), Performance Tuning

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Visualize and Alert AI Performance KPIs

    Skills you'll gain: Data Storytelling, Dashboard, Data Visualization, Key Performance Indicators (KPIs), System Monitoring, Performance Analysis, Data Visualization Software, Business Intelligence, Performance Metric, Continuous Monitoring, Budget Management, Cost Management, Decision Making

    Intermediate · Course · 1 - 4 Weeks

  • S

    Sciences Po

    Données et Gouvernance Urbaine

    Skills you'll gain: Data Governance, Social Sciences, Digital Transformation, Economics, Policy, and Social Studies, Data Security, Governance, Data Ethics, Data Analysis, Data-Driven Decision-Making, Big Data, Political Sciences, Economics, Information Privacy, Policy Analysis

    4.8
    Rating, 4.8 out of 5 stars
    ·
    32 reviews

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Machine Learning in the Enterprise - Français

    Skills you'll gain: MLOps (Machine Learning Operations), Data Management, Data Governance, Enterprise Modeling, Model Deployment, AI Workflows, Google Cloud Platform, Predictive Modeling, Applied Machine Learning, Machine Learning, Data Pipelines, Model Evaluation

    Intermediate · Course · 1 - 3 Months

  • U

    Università Bocconi

    Capital-investissement et capital-risque

    Skills you'll gain: Private Equity, Entrepreneurial Finance, Business Valuation, Investments, Mergers & Acquisitions, Finance, Entrepreneurship, Financial Analysis, Due Diligence, Portfolio Management, Tax Laws, Legal Risk

    4.8
    Rating, 4.8 out of 5 stars
    ·
    45 reviews

    Mixed · Course · 1 - 3 Months

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

  • Engineer AI Models: Explain, Tune & Experiment: Coursera
  • Cómo entrenar a tus electrones 1: Fundamentos de la electrónica analógica: Pontificia Universidad Católica de Chile
  • Introduction to Transformer Models for NLP: Unit 1: Pearson
  • Comparative Health Systems: University of Pennsylvania
  • Crystal Reports: Running Totals and Cross-Tabs: Logical Operations
  • Process Groups and Processes in Project Management: Microsoft
  • Crafting AI Identities: Strategies & Ethical Considerations: Coursera
  • Deep Neural Network for Beginners Using Python: Packt
  • Visualize and Alert AI Performance KPIs: Coursera
  • Données et Gouvernance Urbaine: Sciences Po

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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