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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

    • Status: Free
      Free
      C

      Coursera Project Network

      Introduction to Business Analysis Using Spreadsheets: Basics

      Skills you'll gain: Google Sheets, Spreadsheet Software, Data Presentation, Data Analysis, Data Visualization Software, Productivity Software, Business Analysis, Data Manipulation, Descriptive Statistics, Statistics, Excel Formulas, Data Cleansing, Mathematical Software

      4.3
      Rating, 4.3 out of 5 stars
      ·
      999 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • M

      Meta

      Advanced MySQL Topics

      Skills you'll gain: MySQL, Database Management, Stored Procedure, Database Development, SQL, Performance Tuning, Relational Databases, JSON, Analytics, Data Analysis, Transaction Processing, Event-Driven Programming, Data Integrity

      4.6
      Rating, 4.6 out of 5 stars
      ·
      234 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free
      Free
      S

      Salesforce

      Reports, Dashboards, and Customer Success in Salesforce

      Skills you'll gain: Customer Success Management, Salesforce, Dashboard, Customer Relationship Management (CRM) Software, Data Visualization, Customer Support, Sales Management, Customer Service, Sales Strategy, Sales Process, Business Reporting, Data-Driven Decision-Making

      4.7
      Rating, 4.7 out of 5 stars
      ·
      229 reviews

      Beginner · Course · 1 - 4 Weeks

    • N

      New York University

      Guided Tour of Machine Learning in Finance

      Skills you'll gain: Supervised Learning, Machine Learning Methods, Applied Machine Learning, Machine Learning Algorithms, Machine Learning, Statistical Methods, Artificial Neural Networks, Statistical Modeling, Predictive Modeling, Scikit Learn (Machine Learning Library), Regression Analysis, Financial Services, Finance, Financial Market, Unsupervised Learning, Tensorflow, Reinforcement Learning

      3.8
      Rating, 3.8 out of 5 stars
      ·
      678 reviews

      Intermediate · Course · 1 - 4 Weeks

    • I

      Imperial College London

      Linear Regression in R for Public Health

      Skills you'll gain: Correlation Analysis, Regression Analysis, Data Analysis, R Programming, Descriptive Statistics, Statistical Modeling, Exploratory Data Analysis, Statistical Analysis, Probability & Statistics, Biostatistics, Scatter Plots

      4.8
      Rating, 4.8 out of 5 stars
      ·
      518 reviews

      Intermediate · Course · 1 - 4 Weeks

    • U

      University of California San Diego

      Genome Assembly Programming Challenge

      Skills you'll gain: Bioinformatics, Graph Theory, Epidemiology, Infectious Diseases, Program Development, Computational Thinking, Algorithms, Life Sciences, Theoretical Computer Science, Software Development, Computer Programming

      4.5
      Rating, 4.5 out of 5 stars
      ·
      344 reviews

      Advanced · Course · 1 - 4 Weeks

    • U

      Universidad Austral

      Aprende a programar con Python

      Skills you'll gain: Software Documentation, Object Oriented Design, Unified Modeling Language, Relational Databases, Object-Relational Mapping, Software Design, Test Driven Development (TDD), Database Management, Unit Testing, Database Design, SQL, Debugging, Data Structures, Python Programming, JSON, File Management, Scripting, Programming Principles, Software Installation, Development Environment

      4.5
      Rating, 4.5 out of 5 stars
      ·
      2.2K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free
      Free
      U

      University of Alberta

      Problem Solving, Python Programming, and Video Games

      Skills you'll gain: Computational Thinking, Programming Principles, Computer Programming, Program Development, Software Quality Assurance, Python Programming, Algorithms, Software Design, Visualization (Computer Graphics), Debugging, Problem Management, Computer Science, Test Planning

      4.3
      Rating, 4.3 out of 5 stars
      ·
      232 reviews

      Beginner · Course · 1 - 3 Months

    • S

      Scrimba

      AI Engineering

      Skills you'll gain: Image Analysis, OpenAI, Cloud Applications, Generative AI, Cloud API, Application Deployment, API Gateway, ChatGPT, Data Ethics, Cloud Computing, Development Environment, Open Source Technology, Application Programming Interface (API), Performance Testing, Artificial Intelligence, Serverless Computing, Application Security, Artificial Intelligence and Machine Learning (AI/ML), User Interface and User Experience (UI/UX) Design, JavaScript Frameworks

      4.7
      Rating, 4.7 out of 5 stars
      ·
      160 reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free
      Free
      N

      National Taiwan University

      用 Python 做商管程式設計(一)(Programming for Business Computing in Python (1))

      Skills you'll gain: Information Systems, Information Management, Data Structures, Transportation Operations, Production Planning, Production Schedule, Operations Management, Business Operations, Inventory Control, Logistics, Algorithms, Computer Programming, Python Programming, Decision Making

      4.9
      Rating, 4.9 out of 5 stars
      ·
      890 reviews

      Beginner · Course · 1 - 3 Months

    • L

      LearnKartS

      Certified Ethical Hacking (v12)

      Skills you'll gain: Distributed Denial-Of-Service (DDoS) Attacks, Cloud Security, Penetration Testing, Network Security, Malware Protection, Cybersecurity, Cloud Computing, Mobile Security, Application Security, Cyber Attacks, Cyber Security Assessment, Security Testing, Threat Detection, Information Systems Security, Cyber Threat Intelligence, Intrusion Detection and Prevention, Virtualization, Firewall, Encryption, Vulnerability Assessments

      4.6
      Rating, 4.6 out of 5 stars
      ·
      179 reviews

      Intermediate · Specialization · 1 - 3 Months

    • U

      University of Colorado Boulder

      Managing, Describing, and Analyzing Data

      Skills you'll gain: Statistical Inference, Probability Distribution, Statistical Analysis, Descriptive Statistics, Sampling (Statistics), Statistics, Statistical Hypothesis Testing, R Programming, Data Analysis, Probability, Systems Of Measurement

      Build toward a degree

      4.7
      Rating, 4.7 out of 5 stars
      ·
      33 reviews

      Beginner · Course · 1 - 3 Months

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    1…123124125…664

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

    • Introduction to Business Analysis Using Spreadsheets: Basics: Coursera Project Network
    • Advanced MySQL Topics: Meta
    • Reports, Dashboards, and Customer Success in Salesforce: Salesforce
    • Guided Tour of Machine Learning in Finance: New York University
    • Linear Regression in R for Public Health : Imperial College London
    • Genome Assembly Programming Challenge: University of California San Diego
    • Aprende a programar con Python: Universidad Austral
    • Problem Solving, Python Programming, and Video Games: University of Alberta
    • AI Engineering: Scrimba
    • 用 Python 做商管程式設計(一)(Programming for Business Computing in Python (1)): National Taiwan 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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