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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

    • P

      Pontificia Universidad Católica de Chile

      Certificado en Introducción a la Ciencia de Datos

      Skills you'll gain: Predictive Analytics, Supervised Learning, Data Cleansing, Exploratory Data Analysis, Dimensionality Reduction, Unsupervised Learning, Data Science, Machine Learning Methods, Statistical Machine Learning, Descriptive Analytics, Regression Analysis, Data Visualization, Applied Machine Learning, Machine Learning Algorithms, Data-Driven Decision-Making, Data Processing, Data Literacy, Visualization (Computer Graphics), Data Visualization Software, Statistical Visualization

      Credit offered

      Mastertrack · 6 - 12 Months

    • P

      Pontificia Universidad Católica de Chile

      Magíster en Ciencia de Datos

      Skills you'll gain: User Story, Data Ethics, Database Design, Customer Analysis, Descriptive Analytics, People Analytics, Revenue Management, Web Scraping, Time Series Analysis and Forecasting, FinTech, Predictive Analytics, Statistical Reporting, Supervised Learning, Governance, Statistical Hypothesis Testing, Risk Analysis, Network Analysis, Digital Transformation, Exploratory Data Analysis, Cloud Security

      Earn a degree

      Degree · 1 - 4 Years

    • Status: New
      New
      G

      Google Cloud

      Pengantar Keamanan di Dunia AI

      Skills you'll gain: Threat Modeling, Threat Management, Security Strategy, Data Security, Personally Identifiable Information, Security Controls, Infrastructure Security, Security Engineering, Artificial Intelligence, Cyber Risk, Risk Management Framework

      Beginner · Course · 1 - 4 Weeks

    • G

      Google Cloud

      Responsible AI for Developers: Privacy & Safety - 日本語版

      Skills you'll gain: Data Ethics, Generative AI, Information Privacy, Google Cloud Platform, Data Security, Personally Identifiable Information, Secure Coding, Cloud Security, Artificial Intelligence, Safety and Security, Data Governance, Threat Modeling, Security Controls

      Intermediate · Course · 1 - 3 Months

    • A

      Amazon Web Services

      Getting Started with Amazon DocumentDB (with MongoDB compatibility)

      Skills you'll gain: Amazon Web Services, MongoDB, NoSQL, Cloud-Based Integration, Cloud Applications, Operational Databases

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      G

      Google Cloud

      BigQuery 머신러닝을 사용한 추론

      Skills you'll gain: Data Analysis, Big Data, MLOps (Machine Learning Operations), Applied Machine Learning, Google Cloud Platform, Predictive Modeling, Machine Learning

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      G

      Google Cloud

      Cómo utilizar BigQuery ML para ejecutar inferencias

      Skills you'll gain: Analytics, Data Analysis, Applied Machine Learning, MLOps (Machine Learning Operations), Google Cloud Platform, Machine Learning, Predictive Modeling, SQL

      Beginner · Course · 1 - 4 Weeks

    • G

      Google Cloud

      Work with Gemini Models in BigQuery - 简体中文

      Skills you'll gain: Applied Machine Learning, Big Data, Business Intelligence, Generative AI, Customer Relationship Management, Predictive Modeling, Artificial Intelligence and Machine Learning (AI/ML), SQL, Prompt Engineering, Data Analysis, Python Programming

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      G

      Google Cloud

      MMachine Learning Operations (MLOps) with Vertex AI: Model Evaluation - 한국어

      Skills you'll gain: Generative AI, Continuous Monitoring, Google Cloud Platform, MLOps (Machine Learning Operations), Predictive Modeling, Machine Learning Methods, Data Quality

      Intermediate · Course · 1 - 4 Weeks

    • P

      Pontificia Universidad Católica de Chile

      Certificado en Toma de Decisiones Basadas en Datos

      Skills you'll gain: Database Design, Descriptive Analytics, Business Analytics, Statistical Reporting, Data Ethics, NoSQL, Digital Transformation, MongoDB, Data Mining, SQL, Predictive Analytics, Data Analysis, R Programming, Big Data, Business Intelligence, Data-Driven Decision-Making, Business Transformation, Business Strategy, Technology Strategies, Business Modeling

      Credit offered

      Mastertrack · 6 - 12 Months

    • Status: New
      New
      G

      Google Cloud

      Machine Learning in the Enterprise - Italiano

      Skills you'll gain: MLOps (Machine Learning Operations), Business Workflow Analysis, Data Management, Google Cloud Platform, Data Governance, Data Pipelines, Predictive Modeling, Machine Learning, Applied Machine Learning, Data Transformation

      Intermediate · Course · 1 - 3 Months

    • Status: New
      New
      G

      Google Cloud

      Google Cloud 数据分析功能简介

      Skills you'll gain: Looker (Software), Data Transformation, Google Analytics, Google Cloud Platform, Analytics, Data Manipulation, Data-Driven Decision-Making, Big Data, Interactive Data Visualization, Data Analysis, Data Presentation, Data Lakes, Data Processing, Dashboard, Data Visualization Software, SQL, Data Storage, Data Sharing, Data Storage Technologies, Exploratory Data Analysis

      Beginner · Course · 1 - 3 Months

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

    • Certificado en Introducción a la Ciencia de Datos: Pontificia Universidad Católica de Chile
    • Magíster en Ciencia de Datos: Pontificia Universidad Católica de Chile
    • Pengantar Keamanan di Dunia AI: Google Cloud
    • Responsible AI for Developers: Privacy & Safety - 日本語版: Google Cloud
    • Getting Started with Amazon DocumentDB (with MongoDB compatibility): Amazon Web Services
    • BigQuery 머신러닝을 사용한 추론: Google Cloud
    • Cómo utilizar BigQuery ML para ejecutar inferencias: Google Cloud
    • Work with Gemini Models in BigQuery - 简体中文: Google Cloud
    • MMachine Learning Operations (MLOps) with Vertex AI: Model Evaluation - 한국어: Google Cloud
    • Certificado en Toma de Decisiones Basadas en Datos: 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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