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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

      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

    • G

      Google Cloud

      Gemini for Data Scientists and Analysts - 한국어

      Skills you'll gain: Customer Insights, Customer Analysis, Machine Learning Methods, Artificial Intelligence, Sales Strategy, Generative AI, Google Cloud Platform, Predictive Analytics, Analytics, Customer Data Management, Time Series Analysis and Forecasting, Marketing Strategies, Data Modeling

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      J

      Johns Hopkins University

      Registro civil y estadísticas para la salud de la población

      Skills you'll gain: Epidemiology, Health Disparities, Public Health, Health Equity, Health Policy, Medical Records, Demography, Vital Signs, Maternal Health, Data Collection, Record Keeping, Health Information Management, Chronic Diseases, Disabilities, Diversity Equity and Inclusion Initiatives, Data Quality, Civil Law

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      P

      Packt

      CompTIA A+ Core 1 (220-1101)

      Skills you'll gain: Cloud Computing, Computer Hardware, Network Troubleshooting, Hardware Troubleshooting, Virtualization, Networking Hardware, General Networking, Virtual Machines, Network Protocols, Mobile Security, Dynamic Host Configuration Protocol (DHCP), Wireless Networks, Display Devices, Data Storage Technologies

      Beginner · Course · 1 - 3 Months

    • G

      Google Cloud

      Gemini for Data Scientists and Analysts - Deutsch

      Skills you'll gain: Google Cloud Platform, Customer Analysis, Generative AI, Marketing Analytics, Big Data, Analytics, Advanced Analytics, Customer Insights, Data-Driven Decision-Making, Data Analysis, Predictive Modeling, Applied Machine Learning, Marketing Strategies, Forecasting

      Beginner · Course · 1 - 4 Weeks

    • G

      Google Cloud

      Responsible AI for Developers: Interpretability & Transparency - Español

      Skills you'll gain: Data Ethics, Data Modeling, Data Analysis, Data Visualization Software, Artificial Intelligence, Machine Learning, Applied Machine Learning, Software Development Tools, Technical Documentation

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      G

      Google Cloud

      Boost Productivity with Gemini in BigQuery - Deutsch

      Skills you'll gain: Big Data, Exploratory Data Analysis, Data Analysis, Analytics, Applied Machine Learning, Google Cloud Platform, Data Cleansing, Data Processing, Data Transformation, Generative AI, Prompt Engineering, SQL, Data Visualization Software

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      P

      Packt

      Security Fundamentals & Network Automation

      Skills you'll gain: Software-Defined Networking, Ansible, Network Security, Puppet (Configuration Management Tool), Security Awareness, JSON, Restful API, Information Systems Security, Threat Modeling, Network Administration, Chef (Configuration Management Tool), Virtual Private Networks (VPN), Authentications, Computer Networking, Application Programming Interface (API), Authorization (Computing), Configuration Management, Automation

      Intermediate · Course · 1 - 4 Weeks

    • G

      Google Cloud

      Modernizing Data Lakes & Data Warehouses with GCP - 한국어

      Skills you'll gain: Google Cloud Platform, Data Lakes, Data Warehousing, Cloud Engineering, Cloud Storage, Data Infrastructure, Cloud Solutions, Data Pipelines, Data Architecture, Big Data, Business Intelligence, SQL, Scalability

      Intermediate · Course · 1 - 3 Months

    • Status: New
      New
      P

      Packt

      Advanced JavaScript & Object-Oriented Programming

      Skills you'll gain: Application Development, Javascript, Web Applications, Object Oriented Programming (OOP), JSON, Application Programming Interface (API), Event-Driven Programming, Prototyping, Data Storage, Debugging

      Beginner · Course · 1 - 3 Months

    • G

      Google Cloud

      Gemini in Google Meet - Português Brasileiro

      Skills you'll gain: Google Workspace, Generative AI, AI Personalization, Language Interpretation, Translation, and Studies, Real Time Data

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      G

      Google Cloud

      Looker Studio Pro Essentials - Português Brasileiro

      Skills you'll gain: Looker (Software), Collaborative Software, User Accounts, Security Controls, Business Reporting, Role-Based Access Control (RBAC), Scheduling, Data Visualization Software, Customer Support, Data Sharing, Administration, Auditing

      Intermediate · Course · 1 - 3 Months

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

    • Advanced Web Exploits, Python Scripting & Network Attacks: Packt
    • Gemini for Data Scientists and Analysts - 한국어: Google Cloud
    • Registro civil y estadísticas para la salud de la población: Johns Hopkins University
    • CompTIA A+ Core 1 (220-1101): Packt
    • Gemini for Data Scientists and Analysts - Deutsch: Google Cloud
    • Responsible AI for Developers: Interpretability & Transparency - Español: Google Cloud
    • Boost Productivity with Gemini in BigQuery - Deutsch: Google Cloud
    • Security Fundamentals & Network Automation: Packt
    • Modernizing Data Lakes & Data Warehouses with GCP - 한국어: Google Cloud
    • Advanced JavaScript & Object-Oriented Programming: 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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