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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
      P

      Packt

      Scene Detailing, Prop Creation, and Rendering

      Skills you'll gain: 3D Modeling, Virtual Environment, Computer Graphic Techniques, Visualization (Computer Graphics), Graphical Tools, Design Elements And Principles, Functional Design, Creative Design, Design

      Intermediate · Course · 3 - 6 Months

    • Status: New
      New
      P

      Packt

      Advanced Kubernetes - Security, and Large-Scale Deployments

      Skills you'll gain: Kubernetes, Cloud-Native Computing, Google Cloud Platform, Docker (Software), YAML, Application Deployment, MongoDB, Configuration Management, Cloud Security, Role-Based Access Control (RBAC), Network Security, Application Programming Interface (API), Scalability

      Intermediate · Course · 1 - 3 Months

    • G

      Google Cloud

      Google Workspace Mail Management - Português Brasileiro

      Skills you'll gain: Email Security, Data Loss Prevention, Google Workspace, Security Management, Threat Management, Malware Protection, Network Routing, Threat Detection

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      P

      Packt

      Advanced Web Exploits, Python Scripting & Network Attacks

      Skills you'll gain: OSI Models, Penetration Testing, TCP/IP, Network Protocols, Cyber Security Assessment, Open Web Application Security Project (OWASP), Prompt Engineering, Cybersecurity, Vulnerability Scanning, Scripting, Large Language Modeling, Vulnerability Assessments, SQL, Python Programming

      Intermediate · Course · 1 - 3 Months

    • Status: New
      New
      G

      Google Cloud

      Comprende Cloud Spanner

      Skills you'll gain:

      Intermediate · Course · 1 - 3 Months

    • Status: New
      New
      S

      Starweaver

      Business Process Modeling with AI

      Skills you'll gain: Business Process Modeling, Business Process, Digital Transformation, Business Process Management, Business Process Improvement, Process Design, Business Process Automation, Process Analysis, Business Transformation, Workflow Management, Process Optimization, Quality Improvement, Lean Methodologies, Six Sigma Methodology, Automation, Artificial Intelligence

      Beginner · Course · 1 - 4 Weeks

    • U

      University of Colorado Boulder

      Industrial Internet of Things Graduate Certificate

      Skills you'll gain: Real-Time Operating Systems, Power Electronics, Machine Learning Algorithms, Embedded Systems, Engineering Documentation, Product Development, Product Planning, Internet Of Things, Control Systems, User Experience, Data Analysis, Debugging, General Networking, Usability, User Interface (UI), Telecommunications, Data Processing, Process Control, Machine Controls, Embedded Software

      Credit offered

      Graduate Certificate · 6 - 12 Months

    • Status: New
      New
      P

      Packt

      Salesforce Certified AI Associate Certification

      Skills you'll gain: Salesforce Development, Salesforce, Artificial Intelligence and Machine Learning (AI/ML), Data Quality, Data Ethics, Artificial Intelligence, Customer Relationship Management (CRM) Software, Artificial Neural Networks, Generative AI, Data Management, Predictive Modeling, Supervised Learning, Customer Engagement

      Intermediate · Course · 1 - 3 Months

    • U

      University of Michigan

      Master of Applied Data Science

      Skills you'll gain: Data Ethics, Data Storytelling, Database Design, Reinforcement Learning, Supervised Learning, Experimentation, PySpark, Interactive Data Visualization, Generative AI, Pandas (Python Package), Network Analysis, Deep Learning, Applied Machine Learning, Cloud Services, Database Management, Natural Language Processing, JSON, Data Mining, Qualitative Research, Statistical Visualization

      Earn a degree

      Degree · 1 - 4 Years

    • U

      University of Leeds

      Master of Science in Data Science (Statistics)

      Skills you'll gain: Data Ethics, Regression Analysis, Statistical Hypothesis Testing, Statistical Machine Learning, Statistical Methods, Classification And Regression Tree (CART), Network Analysis, Planning, Applied Machine Learning, Data Visualization, Bayesian Statistics, Unsupervised Learning, Supervised Learning, Exploratory Data Analysis, Decision Tree Learning, R Programming, Statistical Modeling, Artificial Intelligence and Machine Learning (AI/ML), Data Analysis, Linear Algebra

      Earn a degree

      Degree · 1 - 4 Years

    • U

      University of Illinois at Urbana-Champaign

      Instructional Design MasterTrack® Certificate

      Skills you'll gain: Process Improvement, Supply Chain, Supply Chain Management, Supply Chain Systems, Operations Management, Supply Chain Planning, Change Management, Business Operations, Process Analysis, Statistical Process Controls, Instructional Design, Materials Management, Continuous Improvement Process, Education Software and Technology, Process Capability, Learning Management Systems, Augmented and Virtual Reality (AR/VR), Technology Strategies, Solution Design, System Implementation

      Credit offered

      Mastertrack · 6 - 12 Months

    • Status: New
      New
      P

      Packt

      Salesforce Certified AI Specialist Certification

      Skills you'll gain: Prompt Engineering, Salesforce, Workflow Management, Process Design, Business Workflow Analysis, Generative AI, Artificial Intelligence, Customer Relationship Management, Predictive Modeling, Data Modeling, Data Security, Data Integration

      Intermediate · Course · 1 - 3 Months

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

    • Scene Detailing, Prop Creation, and Rendering: Packt
    • Advanced Kubernetes - Security, and Large-Scale Deployments: Packt
    • Google Workspace Mail Management - Português Brasileiro: Google Cloud
    • Advanced Web Exploits, Python Scripting & Network Attacks: Packt
    • Comprende Cloud Spanner: Google Cloud
    • Business Process Modeling with AI: Starweaver
    • Industrial Internet of Things Graduate Certificate: University of Colorado Boulder
    • Salesforce Certified AI Associate Certification: Packt
    • Master of Applied Data Science: University of Michigan
    • Master of Science in Data Science (Statistics): University of Leeds

    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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