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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

    • Status: New
      New
      Status: Free Trial
      Free Trial
      E

      Emory University

      Mastering Business Essentials: Finance

      Skills you'll gain: Finance, Corporate Finance, Business Valuation, Return On Investment, Financial Planning, Capital Budgeting, Financial Analysis, Cash Flows, Investment Management, Financial Modeling, Investments, Risk Management, Accounting

      Beginner · Course · 1 - 3 Months

    • Status: New
      New
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      Free Trial
      L

      LearnKartS

      AWS Tools and Services for AI

      Skills you'll gain: Prompt Engineering, Large Language Modeling, Generative AI, AWS SageMaker, OpenAI, ChatGPT, Amazon Web Services, Artificial Intelligence and Machine Learning (AI/ML), Predictive Modeling, Artificial Intelligence, Natural Language Processing, Image Analysis

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Free Trial
      Free Trial
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      Packt

      Advanced Development, Deployment, and Cloud Integration

      Skills you'll gain: ASP.NET, Application Deployment, Microsoft Azure, Cloud Applications, Software Architecture, Scalability, Authentications, User Interface (UI), .NET Framework, Software Design, Maintainability, UI/UX Strategy, Model View Controller, Secure Coding, Application Servers, Microsoft SQL Servers, Database Development, Debugging, Data Validation

      Advanced · Course · 1 - 3 Months

    • Status: New
      New
      Status: Free Trial
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      Vanderbilt University

      Generative AI Strategic Leader

      Skills you'll gain: Prompt Engineering, ChatGPT, Generative AI, Generative AI Agents, Workflow Management, Agentic systems, Productivity, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Business Process Automation, Strategic Decision-Making, Procurement, Competitive Intelligence, Strategic Leadership, Large Language Modeling, Automation, Due Diligence, Strategic Sourcing, Innovation, Business Research

      4.8
      Rating, 4.8 out of 5 stars
      ·
      6.4K reviews

      Beginner · Specialization · 1 - 3 Months

    • Status: New
      New
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      University of Illinois Urbana-Champaign

      Healthcare Innovation: Need/Opportunity Identification

      Skills you'll gain: Needs Assessment, Stakeholder Engagement, Innovation, Market Opportunities, Health Policy, Strategic Decision-Making, User Research, Stakeholder Communications, Organizational Strategy, Healthcare Industry Knowledge, Health Technology, Feasibility Studies, Prioritization, Complex Problem Solving, Root Cause Analysis, Return On Investment

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Free Trial
      Free Trial
      E

      Emory University

      Mastering Business Essentials: Accounting

      Skills you'll gain: Financial Statements, Return On Investment, Cash Flows, Accounting, Financial Analysis, Income Statement, Balance Sheet, Gross Profit, Financial Reporting, Business Metrics, Cost Accounting, Cash Management, Profit and Loss (P&L) Management, Operating Cost, Equities

      Beginner · Course · 1 - 3 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      P

      Packt

      Monitoring, Security, and High Availability in Vault

      Skills you'll gain: System Monitoring, Kubernetes, Continuous Monitoring, Application Security, Hardening, Key Management, Disaster Recovery, Encryption, Performance Tuning

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Free Trial
      Free Trial
      I

      IBM

      Introduction to Digital Marketing

      Skills you'll gain: Digital Marketing, Target Audience, Digital Media Strategy, Digital Advertising, Online Advertising, Marketing Analytics, Marketing Effectiveness, Marketing Strategies, Social Media Marketing, Customer Analysis, Web Analytics, Business Metrics, Data-Driven Decision-Making, Google Analytics, Marketing Channel, Email Marketing, Key Performance Indicators (KPIs), Content Marketing, Persona Development

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Free Trial
      Free Trial
      L

      LearnKartS

      AWS AI Practitioner

      Skills you'll gain: Prompt Engineering, Large Language Modeling, AWS SageMaker, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Computer Vision, AWS Identity and Access Management (IAM), Natural Language Processing, Amazon Web Services, Supervised Learning, Data Governance, OpenAI, Machine Learning Algorithms, Identity and Access Management, Feature Engineering, Machine Learning, Artificial Neural Networks, ChatGPT, Data Ethics, Data Management

      Beginner · Specialization · 1 - 3 Months

    • Status: New
      New
      C

      Coursera Instructor Network

      Public Health Principles: Systems and Strategies

      Skills you'll gain: Health Policy, Public Health, Public Health and Disease Prevention, Systems Thinking, Program Evaluation, Health Systems, Health Care Administration, Health Equity, Epidemiology, Policy Analysis, Community Health, Media and Communications, Emergency Response

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Free Trial
      Free Trial
      W

      Whizlabs

      Information Systems Implementation and Business Resilience

      Skills you'll gain: Disaster Recovery, Business Continuity Planning, Database Management, Database Administration, Problem Management, Relational Databases, Incident Management, Service Management, Information Systems, Software Development Methodologies, IT Management, Asset Management, Project Design, Object Oriented Design, Agile Methodology

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Free Trial
      Free Trial
      P

      Packt

      Flutter & Dart - Complete App Development Course

      Skills you'll gain: Flutter (Software), Mobile Development, User Interface (UI), JSON, User Interface and User Experience (UI/UX) Design, UI Components, Cross Platform Development, iOS Development, Maintainability, Object Oriented Programming (OOP), Database Development, Microsoft Visual Studio, Development Environment, Databases, Application Development, Interactive Data Visualization, Debugging, Data Storage Technologies, Programming Principles, Computer Programming

      Intermediate · Specialization · 1 - 3 Months

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

    • Mastering Business Essentials: Finance: Emory University
    • AWS Tools and Services for AI: LearnKartS
    • Advanced Development, Deployment, and Cloud Integration: Packt
    • Generative AI Strategic Leader: Vanderbilt University
    • Healthcare Innovation: Need/Opportunity Identification: University of Illinois Urbana-Champaign
    • Mastering Business Essentials: Accounting: Emory University
    • Monitoring, Security, and High Availability in Vault: Packt
    • Introduction to Digital Marketing: IBM
    • AWS AI Practitioner: LearnKartS
    • Public Health Principles: Systems and Strategies : Coursera Instructor Network

    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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