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    • Data Modeling

    Data Modeling Courses Online

    Learn data modeling techniques for structuring data. Understand how to create logical and physical data models for database design.

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    Explore the Data Modeling Course Catalog

    • U

      University of Colorado Boulder

      Master of Engineering in Engineering Management

      Skills you'll gain: Object Oriented Design, User Story, Systems Engineering, Real-Time Operating Systems, Field-Programmable Gate Array (FPGA), New Product Development, Failure Analysis, Delegation Skills, Unsupervised Learning, Sampling (Statistics), Supplier Management, Sustainability Reporting, Accountability, Data Ethics, Data Mining, Statistical Modeling, Database Design, Goal Setting, Generative AI, Process Capability

      Earn a degree

      Degree · 1 - 4 Years

    • U

      University of Colorado Boulder

      Master of Science in Computer Science

      Skills you'll gain: Object Oriented Design, User Story, Systems Engineering, Real-Time Operating Systems, Field-Programmable Gate Array (FPGA), New Product Development, Failure Analysis, Delegation Skills, Unsupervised Learning, Sampling (Statistics), Supplier Management, Sustainability Reporting, Accountability, Data Ethics, Data Mining, Statistical Modeling, Database Design, Goal Setting, Generative AI, Process Capability

      Earn a degree

      Degree · 1 - 4 Years

    • U

      University of Illinois at Urbana-Champaign

      Master of Science in Management

      Skills you'll gain: Data Visualization, Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Marketing, Risk Management, Machine Learning Algorithms, Extract, Transform, Load, Business Strategy, Financial Auditing, Descriptive Statistics, Process Improvement, Marketing Analytics, Generative AI, Financial Market, Strategic Decision-Making, Corporate Tax

      Earn a degree

      Degree · 1 - 4 Years

    • H

      HEC Paris

      Executive MSc & MSc in Innovation and Entrepreneurship

      Skills you'll gain: New Product Development, Research Methodologies, Intellectual Property, Performance Measurement, Design Thinking, Value Propositions, Business Strategy, Financial Modeling, Private Equity, Team Building, Social Media Strategy, Business Modeling, Active Listening, Business Planning, Supplier Relationship Management, Ideation, Entrepreneurship, Creativity, Stakeholder Engagement, Innovation

      Earn a degree

      Degree · 1 - 4 Years

    • M

      Microsoft

      Web Development Fundamentals

      Skills you'll gain: Cascading Style Sheets (CSS), Hypertext Markup Language (HTML), HTML and CSS, Web Applications, Event-Driven Programming, Web Development, Front-End Web Development, Responsive Web Design, Javascript, Data Storage, Data Management, UI Components

      Beginner · Course · 1 - 3 Months

    • G

      Google Cloud

      Responsible AI for Developers: Fairness & Bias - Українська

      Skills you'll gain: Data Ethics, Artificial Intelligence, Google Cloud Platform, Tensorflow, Applied Machine Learning, Data Validation

      Intermediate · Course · 1 - 3 Months

    • U

      University of Illinois at Urbana-Champaign

      CPA Pathways Graduate Certificate

      Skills you'll gain: Data Visualization, Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Marketing, Risk Management, Machine Learning Algorithms, Extract, Transform, Load, Business Strategy, Financial Auditing, Descriptive Statistics, Process Improvement, Marketing Analytics, Generative AI, Financial Market, Strategic Decision-Making, Corporate Tax

      Credit offered

      Graduate Certificate · 6 - 12 Months

    • U

      University of Michigan

      Master of Public Health

      Skills you'll gain: Motivational Interviewing, Epidemiology, Health Disparities, Plot (Graphics), Program Evaluation, Sampling (Statistics), Mergers & Acquisitions, Survey Creation, Child Health, Growth Mindedness, Database Design, Variance Analysis, Risk Analysis, Environmental Policy, Spatial Data Analysis, Research Design, Data Collection, Statistical Modeling, Spatial Analysis, Health Equity

      Earn a degree

      Degree · 1 - 4 Years

    • Status: New
      New
      G

      Google Cloud

      データ アナリストのための BigQuery

      Skills you'll gain:

      Intermediate · Course · 1 - 3 Months

    • P

      Pontificia Universidad Católica de Chile

      Certificado en Gestión de Inversiones

      Skills you'll gain: Financial Statement Analysis, Financial Statements, Capital Markets, Portfolio Management, Accrual Accounting, Financial Analysis, Investments, Income Statement, Risk Management, Financial Reporting, Balance Sheet, Financial Data, Financial Accounting, Financial Market, Accounting, Business Ethics, Business Risk Management, Finance, Financial Modeling, Financial Trading

      Credit offered

      Mastertrack · 6 - 12 Months

    • W

      West Virginia University

      Master of Science in Software Engineering

      Skills you'll gain: Unified Modeling Language, Verification And Validation, Threat Modeling, Enterprise Architecture, Security Management, Secure Coding, Scope Management, Application Security, Financial Statements, Proposal Development, Cash Flows, Object Oriented Design, Requirements Analysis, Software Design, Security Requirements Analysis, Database Design, Software Visualization, Object Oriented Programming (OOP), Business Process Management, Mobile Security

      Earn a degree

      Degree · 1 - 4 Years

    • U

      University of Colorado Boulder

      Engineering Management Graduate Certificate

      Skills you'll gain: User Story, Supplier Management, Project Schedules, Sustainability Reporting, Project Closure, Goal Setting, Engineering Management, Financial Analysis, Milestones (Project Management), Financial Statement Analysis, Cost Estimation, Environmental Social And Corporate Governance (ESG), Team Leadership, Agile Project Management, Capital Budgeting, Personal Development, Self-Awareness, Project Risk Management, Cost Management, Growth Mindedness

      Credit offered

      Graduate Certificate · 6 - 12 Months

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

    • Master of Engineering in Engineering Management: University of Colorado Boulder
    • Master of Science in Computer Science: University of Colorado Boulder
    • Master of Science in Management: University of Illinois at Urbana-Champaign
    • Executive MSc & MSc in Innovation and Entrepreneurship: HEC Paris
    • Web Development Fundamentals: Microsoft
    • Responsible AI for Developers: Fairness & Bias - Українська: Google Cloud
    • CPA Pathways Graduate Certificate: University of Illinois at Urbana-Champaign
    • Master of Public Health: University of Michigan
    • データ アナリストのための BigQuery: Google Cloud
    • Certificado en Gestión de Inversiones: Pontificia Universidad Católica de Chile

    Skills you can learn in Machine Learning

    Python Programming (33)
    Tensorflow (32)
    Deep Learning (30)
    Artificial Neural Network (24)
    Big Data (18)
    Statistical Classification (17)
    Reinforcement Learning (13)
    Algebra (10)
    Bayesian (10)
    Linear Algebra (10)
    Linear Regression (9)
    Numpy (9)

    Frequently Asked Questions about Data Modeling

    Data modeling is an essential prerequisite to proper database design, as it clearly establishes the structures, relationships, and flows of data through an organization. This diagramming is important because it ensures the integrity of a company’s data and its interrelationships in the database management system (DBMS) so that it can be relied on for accurate analysis.

    Data modeling has become more challenging in the big data era, as vast flows of unstructured, real-time data are not easily classified. However, there are also new tools available for data management professionals. Neo4j, one type of NoSQL database, can help with data modeling by filtering large datasets with graph analytics. And, with Apache Impala’s ability to analyze big data in the cloud, data modelers can create flexible system protocols that can evolve with data growth.‎

    Data modeling is a complex process that demands the ability to precisely understand and diagram business operations, data flows, and data management systems. Database administrators especially rely on data modeling to design and manage an organization’s databases to ensure security, integrity, and freedom from error.

    Data engineers also use data modeling skills to efficiently design and build an organization’s data infrastructure. They are responsible for creating the data pipelines, data warehouses, and data lakes used for business operations, exploratory data analysis, and predictive business intelligence. According to Glassdoor, the national average salary for a data engineer in the United States is $102,864 per year.‎

    Yes! Coursera offers a wide variety of online courses and Specializations in data modeling, as well as related topics like data warehousing, business intelligence, and big data. You can take courses from top-ranked institutions like the University of California San Diego and the University of Illinois at Urbana-Champaign, so you don’t have to sacrifice the quality of your education for the opportunity to learn online.

    Coursera also offers the opportunity to pursue a full Master of Science in Data Science degree from the University of Colorado Boulder. Whether you’re a data science beginner or adding new skills to your resume, data modeling will give you an essential perspective into the structure of an organization’s data operations.‎

    Previous experience or education—at the high school or postsecondary levels—in information science, applied mathematics, or computer science and related topics can help you form the foundation needed to learn about data modeling. A background in business management and information systems management may also be beneficial. Naturally, you'll need good basic computer skills, as well as some experience in areas like database administration, computer architecture, data representation, and digital logic. An understanding of modeling tools—like PowerDesigner, Erwin, and Enterprise Architect—can also prepare you to learn data modeling. Experience with database management systems is also a must. Software development experience can be helpful too.‎

    While technical skills are important for work that involves data modeling, you must also be a good communicator and teacher. In many cases, you'll have to explain your job to those who may not fully understand it. This means you'll need good written and verbal communication skills. It also means you'll need good interpersonal skills and the ability to work well with a team. You should also have a business-minded personality. The ideas and standards you implement will be based on the needs of the business where you work. You must be someone who can learn, change, and adapt quickly as you'll find that the job calls for that on many occasions.‎

    Anyone with a background and passion for math, data, and computers may find that learning data modeling is right for them, especially if you dream of working in the business world and helping companies reach their full potential. Your technical knowhow and communication skills must be equally as sharp if you want a career in the field. However, choosing a career in this field means plenty of job opportunities, a competitive salary, and a great outlook for the future. You must be willing to build on your education and experience to work your way up from a career such as a data analyst if you choose this path.‎

    Online Data Modeling courses offer a convenient and flexible way to enhance your knowledge or learn new Data Modeling skills. Choose from a wide range of Data Modeling courses offered by top universities and industry leaders tailored to various skill levels.‎

    When looking to enhance your workforce's skills in Data Modeling, 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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