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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 Virginia Darden School Foundation

      Introduction to Digital Transformation Part 1

      Skills you'll gain: Digital Transformation, Business Transformation, Product Lifecycle Management, Competitive Analysis, Technology Strategies, Data Strategy, Business Technologies, Emerging Technologies, Innovation, Business Strategy, Business Economics, Artificial Intelligence

      4.7
      Rating, 4.7 out of 5 stars
      ·
      408 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      C

      Corporate Finance Institute

      Practical Data Science for Data Analysts

      Skills you'll gain: Feature Engineering, Data Import/Export, Matplotlib, Exploratory Data Analysis, Data Science, Regression Analysis, Financial Data, Data Analysis, Business Analytics, Data Cleansing, Statistical Methods, Pandas (Python Package), Machine Learning Algorithms, Financial Analysis, Correlation Analysis, Predictive Modeling, Applied Machine Learning, Supervised Learning, Statistical Modeling, Statistical Analysis

      4.9
      Rating, 4.9 out of 5 stars
      ·
      11 reviews

      Advanced · Specialization · 3 - 6 Months

    • G

      Georgia Institute of Technology

      System Issues in Cloud Computing

      Skills you'll gain: Cloud Applications, Cloud Development, Cloud-Native Computing, Software-Defined Networking, Cloud Computing, Cloud Infrastructure, Distributed Computing, Application Development, Cloud Management, Virtualization, Virtual Machines, Cloud Computing Architecture, Network Performance Management, Data Store, Software Systems, Network Architecture, Multi-Tenant Cloud Environments, Network Infrastructure, Computer Networking, Data Centers

      4.5
      Rating, 4.5 out of 5 stars
      ·
      396 reviews

      Beginner · Specialization · 3 - 6 Months

    • U

      Universidad de los Andes

      Analítica de Datos en Finanzas​

      Skills you'll gain: Technical Analysis, Portfolio Management, Advanced Analytics, Investments, Financial Forecasting, Financial Trading, Investment Management, Financial Analysis, Financial Market, Financial Modeling, Predictive Analytics, Capital Markets, Performance Measurement, Time Series Analysis and Forecasting, Statistical Analysis, Data Analysis, Business Analytics, Market Trend, Market Data, Risk Analysis

      4.7
      Rating, 4.7 out of 5 stars
      ·
      174 reviews

      Intermediate · Specialization · 1 - 3 Months

    • G

      Google Cloud

      Architecting with Google Kubernetes Engine: Workloads

      Skills you'll gain: Kubernetes, Cloud-Native Computing, Google Cloud Platform, Application Deployment, Scalability, Load Balancing, Cloud Infrastructure, Containerization, Cloud Computing, YAML, Data Storage, Authorization (Computing), General Networking, Network Security

      4.7
      Rating, 4.7 out of 5 stars
      ·
      1.3K reviews

      Intermediate · Course · 1 - 3 Months

    • D

      Duke University

      Building Cloud Computing Solutions at Scale

      Skills you'll gain: Technical Communication, Cloud Infrastructure, MLOps (Machine Learning Operations), Cloud-Native Computing, CI/CD, Cloud Platforms, Cloud Computing, Application Deployment, Agile Software Development, DevOps, Technical Documentation, Software Engineering, Distributed Computing, Microservices, Continuous Delivery, Applied Machine Learning, Cloud Storage, Extract, Transform, Load, Google Cloud Platform, Cloud Applications

      4.4
      Rating, 4.4 out of 5 stars
      ·
      458 reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free
      Free
      C

      Coursera Instructor Network

      Data Warehousing: Schema, ETL, Optimal Performance

      Skills you'll gain: Data Warehousing, Extract, Transform, Load, Snowflake Schema, Star Schema, Business Intelligence, Data Modeling, Data Management, Data Integration, Performance Tuning, Databases, Data Migration, Data Transformation, Scalability

      4.2
      Rating, 4.2 out of 5 stars
      ·
      13 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free
      Free
      U

      University of Copenhagen

      Academic Information Seeking

      Skills you'll gain: Research, Critical Thinking, Investigation, Data Collection, Document Management, Research Methodologies, Information Management, Databases

      4.7
      Rating, 4.7 out of 5 stars
      ·
      740 reviews

      Mixed · Course · 1 - 4 Weeks

    • G

      Google

      Google サイバーセキュリティ

      Skills you'll gain: Threat Modeling, Security Controls, Incident Response, Computer Security Incident Management, Intrusion Detection and Prevention, Vulnerability Management, Cybersecurity, Hardening, Network Security, Stakeholder Communications, Vulnerability Assessments, Relational Databases, Security Information and Event Management (SIEM), TCP/IP, Data Security, Cloud Security, Network Architecture, Linux, Debugging, Cyber Risk

      4.7
      Rating, 4.7 out of 5 stars
      ·
      238 reviews

      Beginner · Professional Certificate · 3 - 6 Months

    • J

      Johns Hopkins University

      Principles of fMRI 2

      Skills you'll gain: Data Analysis, Analysis, Analytical Skills, Image Analysis, Statistical Analysis, Network Analysis, Research Design, Regression Analysis, Psychology, Statistical Modeling, Research, Machine Learning

      4.7
      Rating, 4.7 out of 5 stars
      ·
      245 reviews

      Mixed · Course · 1 - 4 Weeks

    • U

      University of California, Davis

      Qualitative Research

      Skills you'll gain: Focus Group, Qualitative Research, Discussion Facilitation, Survey Creation, Market Research, Research, Research Design, Data Collection, Analysis, Recruitment, Research Methodologies, Interviewing Skills, Recruitment Strategies, Report Writing

      4.7
      Rating, 4.7 out of 5 stars
      ·
      457 reviews

      Intermediate · Course · 1 - 4 Weeks

    • I

      INSEAD

      Introduction to Blockchain for Financial Services

      Skills you'll gain: Blockchain, Cryptography, Design, Emerging Technologies, Stakeholder Management, Distributed Computing, Financial Services, Public Key Cryptography Standards (PKCS), Information Privacy, Technical Consulting, Governance

      4.7
      Rating, 4.7 out of 5 stars
      ·
      674 reviews

      Beginner · Course · 1 - 3 Months

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

    • Introduction to Digital Transformation Part 1: University of Virginia Darden School Foundation
    • Practical Data Science for Data Analysts: Corporate Finance Institute
    • System Issues in Cloud Computing: Georgia Institute of Technology
    • Analítica de Datos en Finanzas​: Universidad de los Andes
    • Architecting with Google Kubernetes Engine: Workloads: Google Cloud
    • Building Cloud Computing Solutions at Scale: Duke University
    • Data Warehousing: Schema, ETL, Optimal Performance: Coursera Instructor Network
    • Academic Information Seeking: University of Copenhagen
    • Google サイバーセキュリティ: Google
    • Principles of fMRI 2: Johns Hopkins University

    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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