{"id":8888,"date":"2022-04-26T09:36:07","date_gmt":"2022-04-26T09:36:07","guid":{"rendered":"https:\/\/www.gologica.com\/elearning\/?p=8888"},"modified":"2025-04-04T10:41:52","modified_gmt":"2025-04-04T10:41:52","slug":"business-leaders-need-to-know-about-data-modeling","status":"publish","type":"post","link":"https:\/\/www.gologica.com\/elearning\/business-leaders-need-to-know-about-data-modeling\/","title":{"rendered":"Business Leaders Need to Know About Data Modeling"},"content":{"rendered":"

Importance of data modeling techniques for your company<\/strong> <\/h2>\n<\/p>\n

Data modeling has been throughout for as long as data processing, data storage, and computer programming. Database management systems began to evolve in the 1960s when the term probably came into common use. Data modeling itself has become better structured and formalized as more data, more databases, and additional varieties of data have emerged. Where there is nothing new or innovative about the concept of planning and architecting a new structure. Using the right databases ever wonder why it is important to project ideas with data modeling techniques that will give you a clear representation of data and enable you to analyze data easier and quicker. Data modeling<\/em><\/strong><\/a> minimizes the risk of data redundancy by clearly and understandably representing collected data. Data modeling can be used to improve data quality and produce useful and reliable insights for your company. Many businesses depend on data modeling, so they must learn and adopt effective data modeling techniques for better results. At present data, modeling is more essential than ever as technologists struggle with new sources of data such as IoT sensors, location-aware devices, clickstreams, and social media along with unstructured data be as text, audio, video, raw sensor output where at volumes and velocity that exceed the capabilities of traditional systems. Altogether there is now a constant demand for new systems, innovative database structures and techniques, and new data models to tie to this new development.<\/p>\n<\/p>\n<\/p>\n<\/p>\n<\/p>\n<\/p>\n<\/p>\n

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The COVID-19 pandemic has shown that data-driven resolutions have influenced all our lives over the last few years. However, decisions made without proper data foundations, such as well constructed and updated data models, can lead to potentially destructive results. For that data to be high-quality and reliable all the decisions that are derived by data so as the right data need to be available to decision makers. Data modeling enables this through a series of data models that are conceptual, logical & physical that start at a high level, are driven by the decision makers business needs, and evolve into greater technical detail for how data is to be stored, organized, and managed. This creates a common language across an organization, which is the starting point for a \u201csingle source of truth\u201d for data and the effective flow of data within an organization.<\/p>\n<\/p>\n

Data modeling consequently provides consistency which improves the data quality and treats the data across an organization. It unlocks the real value of an organization\u2019s data which exists in the relationships between different types of data. Anew all based on the decision maker\u2019s business needs, it assigns rules to identify those relationships. This consistency is essential for any data analytics, business intelligence, or artificial intelligence application that supports an organization\u2019s business operations. Without it, an organization\u2019s data foundations are fragile. The details behind data modeling are highly technical and complicated. It is recommended that organizations turn to subject matter experts who have a deep understanding of metadata which sits at the heart of enterprise data management and data modeling tools. For example, Envitia\u2019s Data Modeling Toolkit has been used extensively by the UK Hydrographic Office to deliver a complex digital transformation project around maritime data.<\/p>\n<\/p>\n

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Learn more information from the GoLogica “Data Modeling Training<\/a>“<\/em><\/strong><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/figure>\n

The Benefits Includes:<\/strong> <\/h2>\n<\/p>\n