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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

    • Placeholder
      U

      University of Leeds

      Master of Science in Data Science (Statistics)

      Skills you'll gain: Statistical Hypothesis Testing, Correlation Analysis, Statistical Machine Learning, Statistical Methods, Classification And Regression Tree (CART), Exploratory Data Analysis, Planning, Applied Machine Learning, Statistical Modeling, Machine Learning Methods, Supervised Learning, Box Plots, Statistics, Decision Tree Learning, R Programming, Project Planning, Data Analysis, Artificial Intelligence, Linear Algebra, Mathematical Theory & Analysis

      Earn a degree

      Degree · 1 - 4 Years

    • M

      Meta

      Introduction au Marketing des réseaux sociaux

      Skills you'll gain: Social Media Marketing, Social Media, Target Audience, Marketing, Social Media Strategy, Instagram, Marketing Channel, Marketing Strategies, Facebook, Digital Marketing, Key Performance Indicators (KPIs), Customer Engagement, Goal Setting, Policy Development

      Beginner · Course · 1 - 3 Months

    • Status: New
      New
      G

      Google Cloud

      Introduction to Data Engineering on Google Cloud - Français

      Skills you'll gain: Extract, Transform, Load, Google Cloud Platform, Data Migration, Data Sharing, Metadata Management, Data Processing, Data Lakes, Data Import/Export, Data Infrastructure, Data Pipelines, Data Integration, Data Warehousing, Cloud Storage, Big Data, Data Storage, Data Transformation, SQL, Automation

      Beginner · Course · 1 - 3 Months

    • G

      Google Cloud

      Feature Engineering - Italiano

      Skills you'll gain: Feature Engineering, Tensorflow, Data Processing, Data Pipelines, Keras (Neural Network Library), Data Transformation, Data Modeling, Deep Learning, Machine Learning

      Intermediate · Course · 1 - 3 Months

    • Status: New
      New
      G

      Google Cloud

      Introduction to Data Engineering on Google Cloud - 繁體中文

      Skills you'll gain: Google Cloud Platform, Extract, Transform, Load, Cloud Storage, Data Pipelines, Data Migration, Data Processing, Big Data, Data Integration, Data Storage, Apache Spark, SQL, Cloud Computing, Data Transformation, Data Sharing, Automation

      Beginner · Course · 1 - 3 Months

    • B

      Ball State University

      Master of Science in Data Science

      Skills you'll gain:

      Earn a degree

      Degree · 1 - 4 Years

    • Placeholder
      U

      University of Colorado Boulder

      Master of Science in Data Science

      Skills you'll gain: Object Oriented Design, User Story, SQL, Systems Engineering, New Product Development, Field-Programmable Gate Array (FPGA), Strategic Decision-Making, Delegation Skills, Unsupervised Learning, Failure Analysis, Sampling (Statistics), Diversity Equity and Inclusion Initiatives, Supplier Management, Sustainability Reporting, Data Ethics, Data Mining, Statistical Modeling, Goal Setting, Proposal Writing, Generative AI

      Earn a degree

      Degree · 1 - 4 Years

    • Placeholder
      Status: New
      New
      G

      Google Cloud

      Pengantar Analisis Data di Google Cloud

      Skills you'll gain:

      Beginner · Course · 1 - 3 Months

    • Placeholder
      Status: New
      New
      G

      Google Cloud

      Boost Productivity with Gemini in BigQuery - Español

      Skills you'll gain: Exploratory Data Analysis, Data Processing, Data Manipulation, Data Cleansing, Data Analysis Expressions (DAX), Big Data, Google Cloud Platform, Artificial Intelligence, Generative AI, Debugging, SQL

      Beginner · Course · 1 - 4 Weeks

    • Placeholder
      Status: New
      New
      G

      Google Cloud

      Networking in Google Cloud: Hybrid and Multicloud - Español

      Skills you'll gain: Virtual Private Networks (VPN), Google Cloud Platform, Multi-Cloud, Hybrid Cloud Computing, Cloud Computing, General Networking, Network Routing, Wide Area Networks, Network Infrastructure, Cloud Security, Data Centers, Network Security

      Intermediate · Course · 1 - 4 Weeks

    • Placeholder
      G

      Google Cloud

      Managing Google Workspace - Français

      Skills you'll gain: Google Workspace, Document Management, Data Management, Mobile Security, Data Import/Export

      Beginner · Course · 1 - 4 Weeks

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      G

      Google Cloud

      Responsible AI for Developers: Fairness & Bias - 繁體中文

      Skills you'll gain: Data Ethics, Artificial Intelligence, Google Cloud Platform, Open Source Technology, Analysis, Data Validation, Machine Learning

      Intermediate · Course · 1 - 3 Months

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

    • Master of Science in Data Science (Statistics): University of Leeds
    • Introduction au Marketing des réseaux sociaux: Meta
    • Introduction to Data Engineering on Google Cloud - Français: Google Cloud
    • Feature Engineering - Italiano: Google Cloud
    • Introduction to Data Engineering on Google Cloud - 繁體中文: Google Cloud
    • Master of Science in Data Science: Ball State University
    • Master of Science in Data Science: University of Colorado Boulder
    • Pengantar Analisis Data di Google Cloud: Google Cloud
    • Boost Productivity with Gemini in BigQuery - Español: Google Cloud
    • Networking in Google Cloud: Hybrid and Multicloud - Español: Google Cloud

    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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