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The Importance of Data Mapping in the World of Data Science | Infographic
Data management is an important aspect of today’s data-driven businesses and data mapping constitutes an important part of it. The data management industry is growing at a CAGR of 11.2% to reach a market size of $281.9 billion by 2028, and data mapping will have an important role to play.
In simple terms, it refers to the process of creating element mappings between two distinct data models i.e., it ensures that data f... moreThe Importance of Data Mapping in the World of Data Science | Infographic
Data management is an important aspect of today’s data-driven businesses and data mapping constitutes an important part of it. The data management industry is growing at a CAGR of 11.2% to reach a market size of $281.9 billion by 2028, and data mapping will have an important role to play.
In simple terms, it refers to the process of creating element mappings between two distinct data models i.e., it ensures that data from a source system is accurately and appropriately translated to a target system that maintains the integrity and consistency of data.
Practically, it defines how individual fields in the source data correspond to fields in the destination data. The entire process can either be straightforward involving direct field-to-field mappings or complex where transformation rules, lookups, and aggregations are required.
For example, in simple mapping “first_name” field in source data is linked to the corresponding field “given_name” in the target database. Whereas in more complex scenarios, it might include linking “first_name” and “last_name” into a single “full_name” field.
Well, data mapping can be quite an interesting skill to learn and it offers several benefits to businesses such as ensuring:
• Data quality
• Consistency
• Integration
• Compliance, etc.
If you are interested in a career in data science, knowledge of data mapping is a must. So, check out our detailed infographic on data mapping and its importance in the world of data science now
CAN QUALITY DATA INGESTION REVEAL DATA’S TRUE POTENTIAL?
Data ingestion is core to any data refinement procedure that targets revealing hidden data insights. Right from collecting data to bringing it to the insightful revelation stage is a work of art. This is what data ingestion deals with.
Making it indispensable to your business processes shall yield greater results in the long-term future. Facilitating enhanced data analytics quality, trusted data-driven decision-making, and leveraging fl... moreCAN QUALITY DATA INGESTION REVEAL DATA’S TRUE POTENTIAL?
Data ingestion is core to any data refinement procedure that targets revealing hidden data insights. Right from collecting data to bringing it to the insightful revelation stage is a work of art. This is what data ingestion deals with.
Making it indispensable to your business processes shall yield greater results in the long-term future. Facilitating enhanced data analytics quality, trusted data-driven decision-making, and leveraging flexibility are all the perks that your organization can gain. Therefore, understanding the different types of data ingestion, and how they perform in real-time is a hard nut to crack.
Making it easier for you, there are popular and globally trusted data science certifications that can enhance your comprehension of these key concepts. These are streamed to prepare you for the organizational big data handling ahead.
There is a massive demand for skilled and certified data science professionals with the requisite knowledge of data ingestion tools worldwide. In the years as we advance through 2026, there will be 11.5 million jobs created for certified data scientists (The US Bureau of Labor Statistics). Make yourself a quick pick in the global career field that commands high respect for skills, and expertise, and offers a whopper of a salary internationally.
Building a thriving career progression with these skills and credentials gracing your portfolio for your dream data science job role with your preferred industry giant. Master data ingestion with USDSI® Data Science certifications today!
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