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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


  • C

    Coursera

    Choisir la Meilleure Méthode pour Illustrer les Données

    Skills you'll gain: Datamaps, Interactive Data Visualization, Data Visualization, Data Visualization Software, Statistical Visualization, Data Storytelling, Plot (Graphics), Data Access, Correlation Analysis, Exploratory Data Analysis, Data Preprocessing, Data Science, Data Analysis, Python Programming

    4.4 stars, 10 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.4 (10) · Beginner · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • I

    Icahn School of Medicine at Mount Sinai

    GIS Fundamentals for Public Health Research

    Skills you'll gain: Geographic Information Systems, ArcGIS, GIS Software, Spatial Data Analysis, Geospatial Information and Technology, Spatial Analysis, Geospatial Mapping, Epidemiology, Public Health, Environmental Science, Data Mapping, Community Health, Analysis, Open Source Technology, Environmental Engineering

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • G

    Google

    Assets, Threats, and Vulnerabilities

    Skills you'll gain: Threat Modeling, Threat Management, Vulnerability Management, Cyber Threat Intelligence, Security Awareness, Cybersecurity, Vulnerability Assessments, Threat Detection, MITRE ATT&CK Framework, Data Security, Cyber Security Strategy, Cyber Risk, Authorization (Computing), Malware Protection, Authentications, Security Controls, Risk Management Framework, Identity and Access Management, Data Management, Cryptography

    4.8 stars, 4.2K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (4.2K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Minnesota

    Recommender Systems: Evaluation and Metrics

    Skills you'll gain: Model Evaluation, Decision Support Systems, Business Metrics, Test Data, Performance Metric, Performance Testing, Data Collection, Performance Measurement, Benchmarking, A/B Testing, Predictive Analytics, Product Assortment

    4.4 stars, 236 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.4 (236) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • I

    IBM

    Generative AI: Business Transformation and Career Growth

    Skills you'll gain: Generative AI, Leadership and Management, AI Enablement, Business Leadership, Strategic Leadership, Content Creation, Market Opportunities, AI Integrations, Business Transformation, New Business Development, Content Development and Management

    4.7 stars, 307 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (307) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Pennsylvania

    AI and Machine Learning Essentials with Python

    Skills you'll gain: Statistical Machine Learning, Data Preprocessing, Model Evaluation, PyTorch (Machine Learning Library), Statistical Methods, Probability, Probability & Statistics, Sampling (Statistics), Logistic Regression, Deep Learning, Probability Distribution, Statistical Modeling, Python Programming, Supervised Learning, Machine Learning, Agentic systems, Artificial Intelligence, Model Optimization, Algorithms, AI literacy

    4.5 stars, 59 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.5 (59) · Intermediate · Specialization · 3 - 6 Months

    Category: Job skills
    Job skills
    Status: Free trial
    Free trial
  • I

    IBM

    DataOps Methodology

    Skills you'll gain: Data Governance, Data Management, Data Modeling, Data Quality, Data Integration, Metadata Management, Data Transformation, Data-Driven Decision-Making, Taxonomy, Data Pipelines, Business Process Automation, IT Automation

    4.7 stars, 60 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (60) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • G

    Google

    System Administration and IT Infrastructure Services

    Skills you'll gain: Systems Administration, IT Infrastructure, Lightweight Directory Access Protocols, Cloud Management, Operating System Administration, Active Directory, Server Administration, Disaster Recovery, Cloud Infrastructure, Technical Consulting, System Configuration, Cloud Computing, Cloud Services, Servers, Network Administration, Network Infrastructure, Data Storage

    4.8 stars, 26K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (26K) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of California, Irvine

    An Introduction to Programming the Internet of Things (IOT)

    Skills you'll gain: Test Planning, Embedded Systems, Electronics, Internet Of Things, Embedded Software, Network Protocols, Linux, User Requirements Documents, Functional Specification, Electronic Components, Functional Requirement, OSI Models, Basic Electrical Systems, Electronic Hardware, Systems Design, Debugging, Linux Commands, Application Programming Interface (API), TCP/IP, Python Programming

    4.7 stars, 21K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (21K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • M

    Madecraft

    Python Tools: Jupyter vs. PyCharm

    Skills you'll gain: Jupyter, Development Environment, Software Development Tools, Debugging, Computer Programming Tools, Integrated Development Environments, Version Control, Program Development, Applied Machine Learning, Python Programming, Machine Learning Software, Performance Testing, Git (Version Control System), Exploratory Data Analysis, Interactive Data Visualization

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • U

    University of Pennsylvania

    People Analytics

    Skills you'll gain: People Analytics, Human Resource Strategy, Human Resources Management and Planning, People Management, Human Resources, Workforce Planning, People Development, Performance Review, Talent Management, Organizational Effectiveness, Performance Metric, Analytics, Performance Appraisal, Staff Management, Performance Measurement, Employee Performance Management, Data-Driven Decision-Making, Performance Analysis, Performance Management, Collaboration

    4.6 stars, 6.2K reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.6 (6.2K) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Scripting with Alteryx: Python and R for Advanced Workflows

    Skills you'll gain: Alteryx, Predictive Modeling, People Analytics, Scripting, R Programming, Predictive Analytics, Data Science, Advanced Analytics, Scripting Languages, R (Software), Trend Analysis, Data Preprocessing, Data Integration, Exploratory Data Analysis, Data Manipulation, Data Visualization Software, Data Analysis, Model Evaluation, Employee Retention, Machine Learning

    Intermediate · Guided Project · Less Than 2 Hours

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

  • Choisir la Meilleure Méthode pour Illustrer les Données: Coursera
  • GIS Fundamentals for Public Health Research: Icahn School of Medicine at Mount Sinai
  • Assets, Threats, and Vulnerabilities: Google
  • Recommender Systems: Evaluation and Metrics: University of Minnesota
  • Generative AI: Business Transformation and Career Growth: IBM
  • AI and Machine Learning Essentials with Python: University of Pennsylvania
  • DataOps Methodology: IBM
  • System Administration and IT Infrastructure Services: Google
  • An Introduction to Programming the Internet of Things (IOT): University of California, Irvine
  • Python Tools: Jupyter vs. PyCharm: Madecraft

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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