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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

    Universitat Autònoma de Barcelona

    Democracia y decisiones públicas. Introducción al análisis de políticas públicas

    Skills you'll gain: Policy Analysis, Political Sciences, Policy Development, Public Policies, Public Administration, Decision Making, Program Evaluation, Governance, Complex Problem Solving, Electronic Media, Stakeholder Analysis

    4.8
    Rating, 4.8 out of 5 stars
    ·
    1.4K reviews

    Beginner · Course · 1 - 3 Months

  • I

    IBM

    Cybersecurity Compliance Framework, Standards & Regulations

    Skills you'll gain: IT Service Management, Governance Risk Management and Compliance, Information Technology Infrastructure Library, Responsible AI, NIST 800-53, Information Technology, Regulatory Compliance, Auditing, Cybersecurity, Compliance Management, ISO/IEC 27001, Control Objectives for Information and Related Technology (COBIT), Security Controls, Artificial Intelligence, Open Web Application Security Project (OWASP), Risk Management, Payment Card Industry (PCI) Data Security Standards, General Data Protection Regulation (GDPR)

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

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    GenAI Deployment & Governance

    Skills you'll gain: MLOps (Machine Learning Operations), Data Governance, Prompt Engineering, Continuous Deployment, Generative AI, System Monitoring, CI/CD, Responsible AI, Automation, DevOps, Compliance Management, Performance Tuning, Data Pipelines, Kubernetes, Docker (Software), Containerization, Data Security, Risk Management, Dashboard, Cloud Platforms

    Intermediate · Specialization · 3 - 6 Months

  • C

    Coursera

    Machine/Deep Learning for Mining Quality Prediction-Enhanced

    Skills you'll gain: Exploratory Data Analysis, Model Evaluation, Data Preprocessing, Regression Analysis, Applied Machine Learning, Scikit Learn (Machine Learning Library), Data Analysis, Matplotlib, Random Forest Algorithm, Machine Learning, Data Visualization, Decision Tree Learning, Artificial Neural Networks, Deep Learning, Python Programming

    4.9
    Rating, 4.9 out of 5 stars
    ·
    7 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • A

    Alberta Machine Intelligence Institute

    Machine Learning: Algorithms in the Real World

    Skills you'll gain: Supervised Learning, Data Preprocessing, Feature Engineering, Responsible AI, Machine Learning Algorithms, Data Ethics, Applied Machine Learning, Model Evaluation, Data Quality, Classification Algorithms, MLOps (Machine Learning Operations), Model Deployment, Jupyter, Data Validation, Machine Learning, Decision Tree Learning, Business Operations, Data Cleansing, Product Lifecycle Management, Project Management

    4.6
    Rating, 4.6 out of 5 stars
    ·
    1.1K reviews

    Intermediate · Specialization · 3 - 6 Months

  • C

    Coursera

    Make.com for Beginners: LinkedIn Post Automation With GPT-4

    Skills you'll gain: Make.com, LinkedIn, Marketing Automation, Marketing, Social Media Content, Social Media Marketing, Application Programming Interface (API), Generative AI, Content Creation, Automation, Artificial Intelligence, Content Marketing, Workflow Management

    Beginner · Guided Project · Less Than 2 Hours

  • R

    Rutgers the State University of New Jersey

    Supply Chain Excellence

    Skills you'll gain: Logistics, Logistics Management, Supply Chain Management, Manufacturing Operations, Strategic Sourcing, Operations Management, Warehouse Management, Forecasting, Supply Chain Planning, Business Operations, Materials Management, Financial Statements, Supply Chain, Inventory Management System, Transportation Management, Procurement, Supply Chain Systems, Case Studies, Cash Flows, Warehouse Operations

    4.7
    Rating, 4.7 out of 5 stars
    ·
    632 reviews

    Advanced · Specialization · 3 - 6 Months

  • N

    Northeastern University

    Practical AI for Professionals

    Skills you'll gain: Feature Engineering, Exploratory Data Analysis, AI Enablement, Artificial Intelligence, Responsible AI, Data Analysis, Descriptive Statistics, Technology Strategies, Business Strategy, Machine Learning, Data Management, Data Preprocessing, Computer Vision, Unstructured Data, Predictive Modeling, Natural Language Processing

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Pennsylvania

    Removing Barriers to Change

    Skills you'll gain: Influencing, Persuasive Communication, Organizational Change, Change Management, Overcoming Obstacles, Cognitive flexibility, Behavioral Economics, Decision Making, Critical Thinking

    4.9
    Rating, 4.9 out of 5 stars
    ·
    475 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    Universiteit Leiden

    Anatomy of the Abdomen and Pelvis; a journey from basis to clinic.

    Skills you'll gain: Anatomy, Medical Imaging, Pathology, Patient Evaluation, Urology, Gynecology, Diagnostic Tests, General Surgery, Physiology, Clinical Practices, Visualization (Computer Graphics), Medical Terminology

    4.8
    Rating, 4.8 out of 5 stars
    ·
    457 reviews

    Mixed · Course · 1 - 3 Months

  • M

    Microsoft

    Smarter Content and Communications with Microsoft Copilot

    Skills you'll gain: Prompt Engineering, Microsoft Copilot, Content Performance Analysis, Marketing and Public Relations, Editing, Customer Insights, Content Development and Management, Proofreading, Public Relations, Integrated Marketing Communications, Customer Analysis, Content Creation, Marketing Communications, Persona Development, Writing and Editing, Content Management, Content Marketing, Content Strategy, Generative AI, Marketing Strategies

    4.5
    Rating, 4.5 out of 5 stars
    ·
    206 reviews

    Beginner · Specialization · 3 - 6 Months

  • S

    Snowflake

    Snowflake Generative AI

    Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, Generative AI, AI Orchestration, AI Workflows, LLM Application, Data Engineering, Data Manipulation, Model Context Protocol, Snowflake Schema, Artificial Intelligence, Large Language Modeling, Model Deployment, Tool Calling, Data Warehousing, Unstructured Data, Embeddings, Cloud Development, SQL, Natural Language Processing

    4.8
    Rating, 4.8 out of 5 stars
    ·
    257 reviews

    Beginner · Professional Certificate · 1 - 3 Months

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

  • Democracia y decisiones públicas. Introducción al análisis de políticas públicas: Universitat Autònoma de Barcelona
  • Cybersecurity Compliance Framework, Standards & Regulations: IBM
  • GenAI Deployment & Governance: Coursera
  • Machine/Deep Learning for Mining Quality Prediction-Enhanced: Coursera
  • Machine Learning: Algorithms in the Real World: Alberta Machine Intelligence Institute
  • Make.com for Beginners: LinkedIn Post Automation With GPT-4: Coursera
  • Supply Chain Excellence: Rutgers the State University of New Jersey
  • Practical AI for Professionals: Northeastern University
  • Removing Barriers to Change: University of Pennsylvania
  • Anatomy of the Abdomen and Pelvis; a journey from basis to clinic. : Universiteit Leiden

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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