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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

    • U

      Universidad de los Andes

      Principios de ingeniería de software automatizada y ágil Certificado MasterTrack®

      Skills you'll gain: User Story, Maintainability, Test Automation, Software Testing, Version Control, Test Driven Development (TDD), Git (Version Control System), Software Architecture, Continuous Integration, Software Design, Unit Testing, Acceptance Testing, Usability, System Testing, Software Design Patterns, Web Content Accessibility Guidelines, Agile Software Development, Angular, Agile Project Management, Unified Modeling Language

      Credit offered

      Mastertrack · 6 - 12 Months

    • U

      Universidad de los Andes

      Metodologías ágiles de desarrollo de software Certificado MasterTrack®

      Skills you'll gain: Test Automation, Android Jetpack, User Story, Software Testing, Kotlin, Cloud Development, Agile Software Development, Security Requirements Analysis, Continuous Integration, Cloud Applications, Infrastructure As A Service (IaaS), Unit Testing, Acceptance Testing, Usability, Software Engineering, Sprint Retrospectives, System Testing, Application Security, Software Architecture, Web Content Accessibility Guidelines

      Credit offered

      Mastertrack · 6 - 12 Months

    • S

      S.P. Jain Institute of Management and Research

      Post Graduate Diploma in Management Online

      Skills you'll gain: Mergers & Acquisitions, Search Engine Marketing, Design Thinking, Working Capital, Operations Management, Business Valuation, Competitive Analysis, Manufacturing Operations, Business Strategy, Supply Chain Management, Digital Transformation, Consumer Behaviour, Persuasive Communication, Organizational Leadership, Integrated Marketing Communications, Organizational Change, Change Management, Financial Statement Analysis, Portfolio Management, Technical Consulting

      Earn a degree

      Degree · 1 - 4 Years

    • P

      Pontificia Universidad Católica de Chile

      Certificado en Gestión y Políticas en Salud Pública

      Skills you'll gain: Epidemiology, Descriptive Analytics, Business Analytics, Biostatistics, Gerontology, Digital Transformation, Health Systems, Descriptive Statistics, Assertiveness, Statistical Hypothesis Testing, Leadership, Health Administration, Infectious Diseases, Object Oriented Programming (OOP), Policy Analysis, Preventative Care, Social Justice, Program Evaluation, Occupational Safety and Health Administration (OSHA), Environmental Monitoring

      Credit offered

      Mastertrack · 6 - 12 Months

    • Status: New
      New
      P

      Packt

      Scene Detailing, Prop Creation, and Rendering

      Skills you'll gain: 3D Modeling, Computer Graphics, Virtual Environment, Visualization (Computer Graphics), Technical Design, Performance Tuning, Design, Aesthetics

      Intermediate · Course · 3 - 6 Months

    • H

      HEC Paris

      Innovation Management and Entrepreneurship University Certificate

      Skills you'll gain: New Product Development, Social Media Strategy, Product Development, Business Strategy, Supplier Relationship Management, Ideation, Entrepreneurship, Social Media Marketing, Stakeholder Engagement, Social Media, Strategic Sourcing, Decision Making, Content Marketing, Social Media Management, Project Controls, Business Operations, Business Planning, Lean Methodologies, Competitive Analysis, Innovation

      University Certificate · 6 - 12 Months

    • U

      University of California, Berkeley

      Master of Advanced Study in Engineering

      Skills you'll gain:

      Earn a degree

      Degree · 1 - 4 Years

    • Status: New
      New
      P

      Packt

      What's New in .NET and C#

      Skills you'll gain: Microsoft Development Tools, Cross Platform Development, .NET Framework, C# (Programming Language), Software Development Tools, Microsoft Visual Studio, Performance Tuning, Application Security

      Intermediate · Course · 1 - 4 Weeks

    • G

      Google Cloud

      Responsible AI for Developers: Fairness & Bias - Polski

      Skills you'll gain: Data Ethics, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Open Source Technology, Google Cloud Platform, Machine Learning, Data Cleansing, Machine Learning Methods

      Intermediate · Course · 1 - 3 Months

    • U

      University of London

      Bachelor of Science in Marketing

      Skills you'll gain: Process Design, Global Marketing, Consumer Behaviour, Statistical Analysis, Organizational Change, Process Mapping, Customer Retention, Integrated Marketing Communications, Advertising, Innovation, Mergers & Acquisitions, Performance Measurement, Training and Development, Virtual Teams, Databases, International Finance, Research, Team Management, Economic Development, Cultural Diversity

      Earn a degree

      Degree · 1 - 4 Years

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

    • Principios de ingeniería de software automatizada y ágil Certificado MasterTrack®: Universidad de los Andes
    • Metodologías ágiles de desarrollo de software Certificado MasterTrack®: Universidad de los Andes
    • Post Graduate Diploma in Management Online: S.P. Jain Institute of Management and Research
    • Certificado en Gestión y Políticas en Salud Pública: Pontificia Universidad Católica de Chile
    • Scene Detailing, Prop Creation, and Rendering: Packt
    • Innovation Management and Entrepreneurship University Certificate: HEC Paris
    • Master of Advanced Study in Engineering: University of California, Berkeley
    • What's New in .NET and C#: Packt
    • Responsible AI for Developers: Fairness & Bias - Polski: Google Cloud
    • Bachelor of Science in Marketing: University of London

    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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