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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


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    J

    Johns Hopkins University

    Artificial Intelligence for Breast Cancer Detection

    Skills you'll gain: Mammography, Artificial Intelligence, Medical Imaging, Image Analysis, Oncology, Diagnostic Radiology, Bayesian Network, Artificial Neural Networks, Radiography, Machine Learning, Model Evaluation, Epidemiology, Deep Learning

    4.6
    Rating, 4.6 out of 5 stars
    ·
    78 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    E

    Edureka

    Natural Language Processing Essentials

    Skills you'll gain: Classification Algorithms, Machine Learning Methods, Data Preprocessing, Model Evaluation, Embeddings

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Get Started with Microsoft Forms

    Skills you'll gain: Surveys, Employee Surveys, User Feedback, Microsoft Office, Microsoft 365, Developing Training Materials, Key Performance Indicators (KPIs)

    4.4
    Rating, 4.4 out of 5 stars
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    19 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    Duke University

    Developing Explainable AI (XAI)

    Skills you'll gain: Responsible AI, Data Ethics, AI Security, Generative AI, Artificial Intelligence, AI Product Strategy, Machine Learning, Model Evaluation, Information Privacy

    4.6
    Rating, 4.6 out of 5 stars
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    51 reviews

    Intermediate · Course · 1 - 4 Weeks

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    C

    Coursera

    Energy Modeling: Predicting & Optimizing Consumption

    Skills you'll gain: Energy and Utilities, Mathematical Modeling, Statistical Modeling, Predictive Analytics, Gemini, Data-Driven Decision-Making, Forecasting, Electric Power Systems, Analytics, Data Analysis, 3D Modeling, AI Enablement, Simulation and Simulation Software, Real Time Data, Simulations, Sustainable Technologies, Time Series Analysis and Forecasting, HVAC, Data Visualization, Search Engine Optimization

    Intermediate · Course · 1 - 4 Weeks

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    C

    Coursera

    ThoughtSpot-Based BI Analytics

    Skills you'll gain: Dashboard, Interactive Data Visualization, Business Intelligence, Data Visualization, Predictive Analytics, Business Intelligence Software, Data Storytelling, Business Analytics, Advanced Analytics, Analytics, Trend Analysis, Data-Driven Decision-Making, Stakeholder Communications, AI Enablement, Real Time Data

    Beginner · Course · 1 - 4 Weeks

  • Status: Free
    Free
    C

    Coursera

    Software Development with ChatGPT: Generating Code with AI

    Skills you'll gain: Software Documentation, Generative AI, Debugging, ChatGPT, Integrated Development Environments, Development Environment, Python Programming, Prompt Engineering, Software Development, Application Development

    4.3
    Rating, 4.3 out of 5 stars
    ·
    22 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    D

    Duke University

    데이터 중심 기업을 위한 비즈니스 지표

    Skills you'll gain: Business Metrics, Analytics, Business Analytics, Business Intelligence, Performance Metric, Marketing Analytics, Big Data, Key Performance Indicators (KPIs), Data Analysis, Web Analytics, Case Studies, Data-Driven Decision-Making, Cash Flows

    Mixed · Course · 1 - 3 Months

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    M

    MathWorks

    Introduction to Deep Learning for Computer Vision

    Skills you'll gain: Model Evaluation, Computer Vision, Convolutional Neural Networks, Image Analysis, Transfer Learning, Matlab, Artificial Neural Networks, Deep Learning, Applied Machine Learning, Classification Algorithms, Performance Tuning

    4.9
    Rating, 4.9 out of 5 stars
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    18 reviews

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Basics of Chatbots with Machine Learning & Python

    Skills you'll gain: Natural Language Processing, Python Programming, Text Mining, Artificial Intelligence, Data Preprocessing, Machine Learning, Applied Machine Learning, Data Collection, Data Analysis

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Minnesota

    Nursing Informatics Leadership Theory and Practice

    Skills you'll gain: Clinical Leadership, Nursing Management, Leadership, Nursing Administration, Nursing, Health Care Administration, Health Informatics, Innovation, Conflict Management, Systems Thinking, Self-Awareness, Personal Development, Ethical Standards And Conduct, Cultural Diversity

    4.6
    Rating, 4.6 out of 5 stars
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    49 reviews

    Beginner · Course · 1 - 3 Months

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    C

    Coursera

    Navigating Generative AI: A CEO Playbook

    Skills you'll gain: Responsible AI, Workforce Development, Operational Efficiency, Thought Leadership, Technology Strategies

    4.8
    Rating, 4.8 out of 5 stars
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    94 reviews

    Mixed · Course · 1 - 4 Weeks

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

  • Artificial Intelligence for Breast Cancer Detection: Johns Hopkins University
  • Natural Language Processing Essentials: Edureka
  • Get Started with Microsoft Forms: Coursera
  • Developing Explainable AI (XAI): Duke University
  • Energy Modeling: Predicting & Optimizing Consumption: Coursera
  • ThoughtSpot-Based BI Analytics: Coursera
  • Software Development with ChatGPT: Generating Code with AI: Coursera
  • 데이터 중심 기업을 위한 비즈니스 지표: Duke University
  • Introduction to Deep Learning for Computer Vision: MathWorks
  • Basics of Chatbots with Machine Learning & Python: 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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