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    • Exploratory Data Analysis

    Exploratory Data Analysis Courses Online

    Learn exploratory data analysis (EDA) for uncovering patterns and insights. Understand data visualization, summary statistics, and hypothesis testing.

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    Explore the Exploratory Data Analysis Course Catalog

    • G

      Google Cloud

      Responsible AI for Developers: Fairness & Bias - Українська

      Skills you'll gain: Data Ethics, Artificial Intelligence, Google Cloud Platform, Machine Learning, MLOps (Machine Learning Operations), Data Validation

      Intermediate · Course · 1 - 3 Months

    • U

      University of Colorado Boulder

      Semiconductor Photonics Graduate Certificate

      Skills you'll gain: Semiconductors, Power Electronics, Display Devices, Computer Displays, Electronic Systems, Systems Design, Technical Design, Electrical Engineering, Electronic Components, Basic Electrical Systems, Electronic Hardware, Systems Analysis, Electrical and Computer Engineering, Process Control, Simulations, Engineering Calculations, Equipment Design, Physics, Computer-Aided Design, Simulation and Simulation Software

      Credit offered

      Graduate Certificate · 6 - 12 Months

    • U

      Universidad de los Andes

      Inteligencia Artificial: Machine learning, ética y nuevas tendencias Certificado MasterTrack®

      Skills you'll gain: Supervised Learning, Unsupervised Learning, Anomaly Detection, Dimensionality Reduction, Artificial Intelligence, Machine Learning, Machine Learning Methods, Regression Analysis, Probability & Statistics, Data Ethics, Image Analysis, Natural Language Processing, Computer Vision, Embedded Systems, Statistical Machine Learning, Applied Machine Learning, Machine Learning Algorithms, Linear Algebra, Statistical Methods, Ethical Standards And Conduct

      Credit offered

      Mastertrack · 6 - 12 Months

    • Status: Free
      Free
      O

      O.P. Jindal Global University

      Law, Governance, and Public Policy

      Skills you'll gain: Political Sciences, Policy Analysis, Public Policies, Governance, International Relations, Economics, Policy, and Social Studies, Public Administration, Social Justice, Law, Regulation, and Compliance, Economics

      Beginner · Course · 1 - 3 Months

    • Status: New
      New
      G

      Google Cloud

      Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - Bahasa Indonesia

      Skills you'll gain: Generative AI, MLOps (Machine Learning Operations), Google Cloud Platform, Business Metrics, Predictive Modeling, Data Validation, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Natural Language Processing

      Intermediate · Course · 1 - 4 Weeks

    • U

      University of Colorado Boulder

      Engineering Management Graduate Certificate

      Skills you'll gain: User Story, Supplier Management, Project Schedules, Sustainability Reporting, Project Closure, Goal Setting, Engineering Management, Financial Analysis, Milestones (Project Management), Financial Statement Analysis, Cost Estimation, Team Leadership, Agile Project Management, Self-Awareness, Capital Budgeting, Personal Development, Project Risk Management, Financial Modeling, Growth Mindedness, Personal Integrity

      Credit offered

      Graduate Certificate · 6 - 12 Months

    • O

      O.P. Jindal Global University

      M.A. in International Relations, Security, and Strategy

      Skills you'll gain: Diplomacy, Intelligence Collection and Analysis, Survey Creation, Environment, Qualitative Research, Sampling (Statistics), R Programming, Environmental Issue, Political Sciences, Economic Development, International Relations, Cybersecurity, Public Safety and National Security, Socioeconomics, Governance, Mitigation, Social Studies, Social Sciences, Security Strategy, Conflict Management

      Earn a degree

      Degree · 1 - 4 Years

    • U

      University of Illinois at Urbana-Champaign

      Master of Business Administration (iMBA)

      Skills you'll gain: Data Visualization, Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Marketing, Risk Management, Machine Learning Algorithms, Business Strategy, Extract, Transform, Load, Financial Auditing, Descriptive Statistics, Process Improvement, Marketing Analytics, Generative AI, Financial Market, Strategic Decision-Making, Data Collection

      Earn a degree

      Degree · 1 - 4 Years

    • W

      West Virginia University

      Master of Science in Software Engineering

      Skills you'll gain: Unified Modeling Language, Verification And Validation, Threat Modeling, Security Management, Secure Coding, Scope Management, Application Security, Financial Statements, Proposal Development, Cash Flows, Object Oriented Design, Requirements Analysis, Software Design, Security Requirements Analysis, Incident Response, Database Design, Software Visualization, Business Process Management, Object Oriented Programming (OOP), Mobile Development

      Earn a degree

      Degree · 1 - 4 Years

    • I

      IIT Roorkee

      Executive MBA

      Skills you'll gain: New Product Development, Mergers & Acquisitions, FinTech, Capital Budgeting, Supply Chain, Integrated Marketing Communications, Business Marketing, Sales Process, Innovation, Succession Planning, Management Accounting, Supply Chain Management, Statistical Process Controls, Product Management, Marketing Management, Revenue Management, Sampling (Statistics), Production Schedule, Project Portfolio Management, Financial Statement Analysis

      Earn a degree

      Degree · 1 - 4 Years

    • P

      Pontificia Universidad Católica de Chile

      Magíster en Inversiones y Finanzas Aplicadas

      Skills you'll gain: Financial Statement Analysis, Descriptive Analytics, FinTech, Financial Statements, Business Analytics, Business Valuation, Derivatives, Strategic Decision-Making, Portfolio Management, Customer Analysis, Risk Analysis, Credit Risk, Digital Transformation, Cloud Security, Assertiveness, Governance, Financial Analysis, Object Oriented Programming (OOP), Investments, Financial Data

      Earn a degree

      Degree · 1 - 4 Years

    • U

      University of Illinois at Urbana-Champaign

      Master of Science in Accounting

      Skills you'll gain: Data Visualization, Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Marketing, Risk Management, Machine Learning Algorithms, Business Strategy, Extract, Transform, Load, Financial Auditing, Descriptive Statistics, Process Improvement, Marketing Analytics, Generative AI, Financial Market, Strategic Decision-Making, Corporate Tax

      Earn a degree

      Degree · 1 - 4 Years

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

    • Responsible AI for Developers: Fairness & Bias - Українська: Google Cloud
    • Semiconductor Photonics Graduate Certificate: University of Colorado Boulder
    • Inteligencia Artificial: Machine learning, ética y nuevas tendencias Certificado MasterTrack®: Universidad de los Andes
    • Law, Governance, and Public Policy: O.P. Jindal Global University
    • Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - Bahasa Indonesia: Google Cloud
    • Engineering Management Graduate Certificate: University of Colorado Boulder
    • M.A. in International Relations, Security, and Strategy: O.P. Jindal Global University
    • Master of Business Administration (iMBA): University of Illinois at Urbana-Champaign
    • Master of Science in Software Engineering: West Virginia University
    • Executive MBA: IIT Roorkee

    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)

    Frequently Asked Questions about Exploratory Data Analysis

    Exploratory data analysis (EDA) is an approach to data analysis used to investigate sets of data, summarize their characteristics, and figure out how to best work with data to get answers while providing a visual to help businesses, scientists, researchers, and analysts learn more from that data. Exploratory data analysis makes it easier to find patterns and anomalies in data, and it can be used to determine what the data reveals beyond modeling. It's useful as a step in creating sophisticated data models and analysis. EDA tools include clustering/dimension reduction techniques to create graphs, K-means clustering, and predictive modeling, including linear regression. There are four main types of exploratory data analysis, including univariate non-graphical, univariate graphical, multivariate nongraphical, and multivariate graphical. All of these types describe the data, but graphical exploratory data analysis provides a more complete picture created by the data.‎

    If you're passionate about working with numbers and transforming them to tell a story that influences others, learning about exploratory data analysis can help you forge a career based on that passion. It's a solid start to jobs in data science, but you'll also gain a variety of related skills, including coding using Python and R, data cleansing, and predictive modeling. Beyond starting a new career or advancing your existing one, there are benefits for anyone who chooses to learn about exploratory data analysis, including solid problem-solving skills, the ability to find connections between data and real-world problems, and gaining useful tools to guide major decisions ranging from getting the most out of marketing campaigns to maximizing project executions to hiring key players for organizations.‎

    If you're looking for a career in transforming large volumes of data into actionable advice and solutions, a career in exploratory data analytics could be your ideal path, particularly if you're passionate about using data to evaluate whether the statistical methods you intend to use for analyzing that data are the most effective options. This fast-growing field is in-demand, with skilled, knowledgeable exploratory data analysts among the most highly sought professionals across multiple industries. Exploratory data analysis is somewhat like solving puzzles, piecing data-driven insights together to help employers and clients make well-informed business decisions based on sound data that's been evaluated for assumptions, errors, and trends. You might work on Wall Street for a hedge fund or investment bank. You could work in healthcare, insurance, retail, or marketing, among other industries.‎

    Online courses on Coursera give you the opportunity to do everything from gaining experience in fundamentals to earning professional certification. If you're new to the field, beginner courses like Exploratory Data Analysis with MATLAB can help you build a foundation in data analysis and data visualization. If you're looking to advance your skills, you might explore your options to gain professional certification through IBM's IBM Data Analyst offering. Or you could opt for a specialization, like the Data Science option from Johns Hopkins, which combines courses and applied learning to help you build firsthand knowledge and skills that you'll be able to apply in business settings.‎

    Online Exploratory Data Analysis courses offer a convenient and flexible way to enhance your knowledge or learn new Exploratory Data Analysis skills. Choose from a wide range of Exploratory Data Analysis courses offered by top universities and industry leaders tailored to various skill levels.‎

    When looking to enhance your workforce's skills in Exploratory Data Analysis, it's crucial to select a course that aligns with their current abilities and learning objectives. Our Skills Dashboard is an invaluable tool for identifying skill gaps and choosing the most appropriate course for effective upskilling. For a comprehensive understanding of how our courses can benefit your employees, explore the enterprise solutions we offer. Discover more about our tailored programs at Coursera for Business here.‎

    This FAQ content has been made available for informational purposes only. Learners are advised to conduct additional research to ensure that courses and other credentials pursued meet their personal, professional, and financial goals.

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