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Different Data Modeling Types & Its Business Benefits
Data Modeling is a crucial technique in the data analysis process. It is the process of creating a Data Model for the set of data that needs to be stored in a database. Data Modeling is a crucial technique that would help in ensuring Data Quality. This process helps the Data Scientists to get a clear over of the insights that are encrypted inside the data & helps them to find the relationships between different patterns & uncover the trends. Data Modeling is a prominent technique that empowers the business intelligence process & enables the business stakeholders to make accurate data driven strategic business decisions.
Data Modeling is undoubtedly one of the most prominent skill set in the inventory of a Data Scientist. Data Modeling technique requires the ability to think systematically and clearly about the major data points along with the process that is associated to store & retrieve the information from the existing database. Build real-world skills in Data Modeling & other prominent techniques involving Data Science by being a part of our intense hands-on Data Science Training In Hyderabad program.
Types Of Data Models:
Data Models can be classified into three different types namely Conceptual Data Model, Logical Data Model & Physical Data Model.
- Conceptual Data Model
This form of Data Model is ideal for business operations. It helps in defining ‘WHAT’ the system contains. Conceptual Data Model sets its complete focus to organize, scope and define business concepts and rules.
- Logical Data Model
This form of Data Model helps in defining ‘HOW’ the system should be implemented irrespective of DBMS system. This model clearly depicts the much needed technical map of rules and data structures.
- Physical Data Model
This form of data model deals with the process of ‘HOW’ the system will be implemented using a specific DBMS system. This model helps in depicting the actual implementation of the database.
Benefits Of Data Modeling In The Field Of Business:
Some of the benefits of Data Modeling in the field of business are
- Better integration of existing information systems
- Empowers Business Intelligence
- Better business understanding
- Better Knowledge transfer
- Better knowledge of data stored in DBMS
Data Modeling is a crucial skill in the inventory of a Data Scientist & to perform this technique it requires knowledge of SQL & database storage systems. You can build real world skills in relation to Data Modeling & other prominent techniques involving Data Science by being a part of Kelly Technologies advanced Data Science training program.
Kumar Raja is a multidisciplinary writer, and lifelong learner. He’s a Digital Marketer in the making who spends his time analyzing the developments in the tech world. He’s very passionate about helping people understand the latest trends in the tech world through his well-researched articles. He’s able to condense complicated information about the latest technologies into easily digestible articles.