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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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    U

    University of Illinois Urbana-Champaign

    Race and Cultural Diversity in American Life and History

    Skills you'll gain: Social Studies, Diversity Awareness, Cultural Diversity, Sociology, Social Sciences, Culture, Social Justice, World History, Political Sciences, Economics, Policy, and Social Studies, Policy Analysis, Immigration Law, Demography

    4.6
    Rating, 4.6 out of 5 stars
    ·
    302 reviews

    Beginner · Course · 1 - 4 Weeks

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    N

    Northeastern University

    NLP in Engineering: Concepts & Real-World Applications

    Skills you'll gain: Natural Language Processing, Embeddings, Model Evaluation, Data Ethics, Responsible AI, Deep Learning, Recurrent Neural Networks (RNNs), Artificial Neural Networks, Data Preprocessing, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Supervised Learning, Machine Learning Algorithms, Classification Algorithms

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    B

    Board Infinity

    Job & Exam Aptitude Mastery: Reasoning | DI | Verbal | Quant

    Skills you'll gain: Problem Solving, Vocabulary, Logical Reasoning, Critical Thinking, Deductive Reasoning, Arithmetic, Data Literacy, Analytical Skills, Complex Problem Solving, Grammar, English Language, Data Analysis, Learning Strategies, Trend Analysis, Applied Mathematics, Data Presentation, Verbal Communication Skills, Analysis, Quantitative Research, Estimation

    3.4
    Rating, 3.4 out of 5 stars
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    11 reviews

    Beginner · Specialization · 3 - 6 Months

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    L

    LearnQuest

    Foundations of Agent-Based AI Systems

    Skills you'll gain: AI Workflows, Artificial Intelligence and Machine Learning (AI/ML), Agentic systems, System Design and Implementation, Unified Modeling Language, Performance Metric, Performance Measurement, Requirements Analysis, Performance Analysis, Model Evaluation, Prototyping, Stakeholder Communications, Simulation and Simulation Software, Benchmarking

    Beginner · Course · 1 - 4 Weeks

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    D

    DeepLearning.AI

    심층 신경망 개선: 하이퍼파라미터 튜닝, 정규화 및 최적화

    Skills you'll gain: Tensorflow, Deep Learning, Performance Tuning, Model Evaluation, Machine Learning Methods, Artificial Neural Networks, Debugging, Machine Learning, Algorithms

    4.6
    Rating, 4.6 out of 5 stars
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    7 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    I

    Infosec

    Technical Deep Dive with Incident Response Tools

    Skills you'll gain: Incident Response, Computer Security Incident Management, Cyber Threat Hunting, Cyber Threat Intelligence, Cyber Operations, Intrusion Detection and Prevention, Threat Detection, Cyber Attacks, Cyber Security Assessment, Cybersecurity, Network Security, Digital Forensics, Data Security, Network Analysis, Exploit development, Malware Protection, Vulnerability Assessments

    4.8
    Rating, 4.8 out of 5 stars
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    91 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    N

    Northeastern University

    Healthcare Consumerism and Implication for Care Delivery

    Skills you'll gain: Healthcare Industry Knowledge, Health Systems, Value-Based Care, Change Management, Health Care, Health Administration, Patient-centered Care, Health Policy, Consumer Behaviour, Customer experience improvement, Data-Driven Decision-Making, Payment Systems, Emerging Technologies

    4.5
    Rating, 4.5 out of 5 stars
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    85 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    2

    28DIGITAL

    Privacy in the Western World

    Skills you'll gain: Personally Identifiable Information, Information Privacy, Law, Regulation, and Compliance, Data Ethics, International Relations, Cybersecurity, World History, European History, Research, Political Sciences

    4.5
    Rating, 4.5 out of 5 stars
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    216 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of California, Irvine

    Career Success Project

    Skills you'll gain: Peer Review, Professional Development, Business Solutions, Project Management, Solution Delivery, Business Communication, Problem Solving, Business Analysis, Verbal Communication Skills, Stakeholder Analysis, Presentations, Strategic Planning, Analysis, Constructive Feedback, Research Reports, Critical Thinking

    4.7
    Rating, 4.7 out of 5 stars
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    338 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
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    I

    Indian School of Business

    Design your own trading strategy – Culminating Project

    Skills you'll gain: Peer Review, Data Collection, Financial Trading, Project Design, Portfolio Management, Securities Trading, Business Planning, Market Analysis, Technical Analysis, Model Evaluation, Investment Management, Financial Analysis, Performance Analysis, Statistical Hypothesis Testing, Equities

    4.4
    Rating, 4.4 out of 5 stars
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    106 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Approximation Algorithms and Linear Programming

    Skills you'll gain: Operations Research, Algorithms, Graph Theory, Linear Algebra, Combinatorics, Computational Thinking, Mathematical Modeling, Theoretical Computer Science, Python Programming

    Build toward a degree

    4.8
    Rating, 4.8 out of 5 stars
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    51 reviews

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    Y

    Yonsei University

    International Marketing Entry and Execution

    Skills you'll gain: Global Marketing, Strategic Marketing, Consumer Behaviour, Target Market, Business-To-Consumer, Marketing Strategies, Innovation, Promotional Strategies, Marketing Channel, Go To Market Strategy, Product Marketing, Market Analysis, Branding, Social Media Marketing

    4.7
    Rating, 4.7 out of 5 stars
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    340 reviews

    Mixed · Course · 1 - 4 Weeks

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

  • Race and Cultural Diversity in American Life and History: University of Illinois Urbana-Champaign
  • NLP in Engineering: Concepts & Real-World Applications: Northeastern University
  • Job & Exam Aptitude Mastery: Reasoning | DI | Verbal | Quant: Board Infinity
  • Foundations of Agent-Based AI Systems: LearnQuest
  • 심층 신경망 개선: 하이퍼파라미터 튜닝, 정규화 및 최적화: DeepLearning.AI
  • Technical Deep Dive with Incident Response Tools: Infosec
  • Healthcare Consumerism and Implication for Care Delivery : Northeastern University
  • Privacy in the Western World: 28DIGITAL
  • Career Success Project: University of California, Irvine
  • Design your own trading strategy – Culminating Project: Indian School of Business

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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