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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: Free Trial
      Free Trial
      V

      Vanderbilt University

      Generative AI for Educators & Teachers

      Skills you'll gain: Prompt Engineering, Generative AI, ChatGPT, Ideation, Verification And Validation, Data Validation, Creative Problem-Solving, AI Personalization, Data Synthesis, Image Analysis, Data Capture, Innovation, Brainstorming, OpenAI, Game Design, Data Analysis, Organizational Skills, Artificial Intelligence, Risk Management Framework, Education Software and Technology

      4.8
      Rating, 4.8 out of 5 stars
      ·
      1.4K reviews

      Beginner · Specialization · 1 - 3 Months

    • Status: New
      New
      N

      National Taiwan University

      初級會計學二:資產與負債 (Financial Accounting 102)

      Skills you'll gain: Financial Statement Analysis, Inventory Accounting, Financial Statements, Accounts Receivable, Accounts Payable and Receivable, Balance Sheet, Financial Accounting, Accounting, Fixed Asset, Generally Accepted Accounting Principles (GAAP), Property Accounting, Depreciation, Asset Management

      Beginner · Course · 1 - 3 Months

    • Status: New
      New
      H

      H2O.ai

      H2O.ai Agents : From Theory to Practice

      Skills you'll gain: Generative AI Agents, Agentic systems, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Artificial Intelligence, Large Language Modeling, Decision Support Systems, Application Deployment, Prompt Engineering, Applied Machine Learning, Scalability, Performance Testing, Data Integration

      Intermediate · Course · 1 - 3 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      U

      University of Virginia

      Coding with AI for MBAs

      Skills you'll gain: Model View Controller, Debugging, JSON, Version Control, Responsive Web Design, Data Modeling, User Interface (UI), HTML and CSS, OpenAI, User Story, NoSQL, Test Case, ChatGPT, Application Deployment, Software Development Tools, Algorithms, Generative AI, Web Design and Development, Google Cloud Platform, User Interface and User Experience (UI/UX) Design

      Beginner · Specialization · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      The Structured Query Language (SQL)

      Skills you'll gain: SQL, Database Management, Query Languages, Relational Databases, Database Design, Database Theory, Data Analysis, Data Access, Data Manipulation, Data Modeling

      Build toward a degree

      4.7
      Rating, 4.7 out of 5 stars
      ·
      1K reviews

      Beginner · Course · 1 - 3 Months

    • Status: New
      New
      P

      Packt

      MERN eCommerce from Scratch

      Skills you'll gain: React Redux, React.js, Node.JS, Full-Stack Web Development, Front-End Web Development, Back-End Web Development, Application Deployment, JavaScript Frameworks, MongoDB, Web Applications, Authentications, Payment Systems, User Accounts, User Interface (UI), Database Development, Cloud Applications, Application Programming Interface (API)

      Intermediate · Course · 3 - 6 Months

    • Status: New
      New
      G

      Google Cloud

      Découvrir Cloud Spanner

      Skills you'll gain: Google Cloud Platform, NoSQL, Cloud Applications, Database Administration, Relational Databases, Database Management, Database Architecture and Administration, Database Design, Query Languages, Serverless Computing, Data Migration, Transaction Processing

      Intermediate · Course · 1 - 3 Months

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

      Packt

      Svelte 5 & SvelteKit - The Complete Fundamentals Guide

      Skills you'll gain: JavaScript Frameworks, Restful API, Front-End Web Development, TypeScript, Web Applications, Server Side, UI Components, Network Routing, Debugging

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      U

      Universidad de los Andes

      Fundamentos del uso de IA generativa

      Skills you'll gain: Prompt Engineering, Generative AI, Large Language Modeling, ChatGPT, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Creativity, Ethical Standards And Conduct, Content Creation

      Beginner · Course · 1 - 4 Weeks

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

      Packt

      Advanced Web Exploits, Python Scripting & Network Attacks

      Skills you'll gain: Penetration Testing, OSI Models, Open Web Application Security Project (OWASP), TCP/IP, Network Security, General Networking, Cybersecurity, Large Language Modeling, Prompt Engineering, Vulnerability Assessments, Web Applications, Scripting, Generative AI, Python Programming, SQL, MySQL

      Intermediate · Course · 1 - 3 Months

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

      IBM

      Ethical Hacking with Kali Linux

      Skills you'll gain: Linux, Penetration Testing, Bash (Scripting Language), Network Monitoring, Scripting, Command-Line Interface, Cybersecurity, Vulnerability Assessments, System Configuration, Network Security, Automation, Virtual Machines

      4.8
      Rating, 4.8 out of 5 stars
      ·
      6 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      B

      Board Infinity

      Impactful Workplace Communication for Career Launch

      Skills you'll gain: Active Listening, Business Writing, Presentations, Public Speaking, Communication, Conflict Management, Writing, Interpersonal Communications, Business Communication, Verbal Communication Skills, Constructive Feedback, Professional Development, Personal Development, Self-Awareness, Non-Verbal Communication, Growth Mindedness, Branding, Professional Networking, Goal Setting

      Beginner · Course · 1 - 4 Weeks

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

    • Generative AI for Educators & Teachers: Vanderbilt University
    • 初級會計學二:資產與負債 (Financial Accounting 102): National Taiwan University
    • H2O.ai Agents : From Theory to Practice: H2O.ai
    • Coding with AI for MBAs: University of Virginia
    • The Structured Query Language (SQL): University of Colorado Boulder
    • MERN eCommerce from Scratch: Packt
    • Découvrir Cloud Spanner: Google Cloud
    • Svelte 5 & SvelteKit - The Complete Fundamentals Guide: Packt
    • Fundamentos del uso de IA generativa: Universidad de los Andes
    • Advanced Web Exploits, Python Scripting & Network Attacks: 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)

    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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