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Channel: Tanaaz Khan, Author at DATAVERSITY
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What Is Streaming Analytics?

Data intake is an ongoing process, so the filtering and analysis process works best when it is continuous. However, most organizations struggle with this aspect and instead process data in batches....

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How to Become a Data Quality Analyst

Data quality refers to the planning and implementation of quality management measures for the data that companies generate. The idea is that the data should fit the end goal of the data consumer’s...

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How to Become a Data Security Analyst

A data security analyst, also known as an information security analyst, is responsible for monitoring and analyzing network activity to identify potential threats or risks. Data security analysts...

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Data Literacy and Analytics: Where Do They Intersect?

Data is the new oil. But what good is that data if we don’t know how to leverage it? According to the Human Impact of Data Literacy report, only 32% of surveyed executives felt like they were able to...

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How to Become a Certified Data Management Professional

With the field of Data Management constantly evolving and becoming increasingly competitive, getting certified as a data professional helps you stand out from the crowd. The certification process...

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What Are Data Governance Tools?

Data Governance is the practice of creating processes, frameworks, and roles to manage an organization’s data. With today’s data-driven organizations focusing more on generating enormous amounts of...

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What Is Data Integrity?

Data integrity is the totality of a dataset’s validity and consistency over its entire life cycle. In other words, it refers to the correctness and trustworthiness of data. It can be applied to any...

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What Is Data Mesh?

Data mesh is a type of organization and architectural paradigm, or – in simpler words – a distributed architecture for Data Management. The goal is to provide accessibility by distributing the data in...

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What Is Data Profiling?

Data profiling is the process of analyzing data to get a basic understanding of what it contains. It examines the data in tables or columns to determine values, patterns, and anomalies distribution....

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What Are Data Quality Dimensions?

Data Quality dimensions allow users to measure the quality of the data they have on hand and determine whether it can be used for business or if any further improvements must be made. Without using...

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What Is a Data Lakehouse?

A data lakehouse is a data storage space containing unstructured and structured data. While data warehouses can store structured data and data lakes are designed for unstructured data, the data...

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What Is a Data Governance Framework?

A Data Governance framework refers to the collection of rules, processes, roles, and tools organizations can use to achieve successful Data Governance. Implemented correctly, Data Governance directly...

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What Is a Data Management Platform?

A Data Management platform (DMP) is a tool where all your data can be collated and stored. Given the vast amounts of data we generate these days, it has become a much-needed business requirement.  Data...

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How to Build a Career in Data Science

Considering a career in Data Science? Good news: The U.S. Bureau of Labor Statistics estimates that the employment rate for data scientists will grow by 36% between 2021 and 2031, with 40,500 more jobs...

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What Are Data Quality Tools?

Data Quality (DQ) tools are software solutions that aid in cleaning data, improving data integrity, and ensuring the accuracy of information. Quality management is a key component of business...

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