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 requires applicants to demonstrate their knowledge and understanding of various areas of Data Management, such as database design, data modeling, data governance, programming, analytics, and data visualization. Many […]
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 create measurable value from data. Organizations are struggling to make the most of the data and analytics they […]
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 primarily analyze data, conduct research, and use complex analytical tools to address problems related to confidentiality, availability, and integrity of data in an organization. Data security analysts […]
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 needs – and must follow specific quality dimensions to be deemed fit for use. The role of a data quality analyst (DQA) is to ensure […]
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. Streaming analytics, also known as event stream processing, solves this issue by employing methods such as continuous queries to process and analyze data in real time. […]
What Is Data Observability?
Data observability is the practice of monitoring and analyzing the health of an organization’s data and data systems. Essentially, it gives you a 360o overview of what’s happening with your data at any given point in time. This practice is beneficial, as it provides all stakeholders with an in-depth insight into how their data is collected, […]
How to Become a Data Steward
An essential role in any data-driven organization, a data steward is expected to manage and protect valuable data resources while ensuring that the integrity of the data remains intact. A steward must ensure that the data is useful to the company and meets its business objectives. Data stewards are also responsible for monitoring the data […]
What Is Synthetic Data?
Synthetic data refers to any dataset that is generated artificially. Most datasets are generated based on research, use cases, or other activity. In the case of synthetically generated data, datasets are instead developed in a way that replicates real datasets, so that they can act as supporting information during model training or testing processes. Gartner predicts […]
How to Become a Data Engineer
In 2020, an estimated 64.2 zettabytes of data were generated globally, and by 2025, that number is expected to rise to 180 zettabytes. Considering these figures, it’s no surprise that data professionals are in high demand. Those who know how to create the Data Architecture to manage this data are the most in demand – […]
What Are Data Governance Metrics?
Data Governance involves organizing, managing, and monitoring the integrity and security of data in an enterprise’s system. It requires businesses to establish policies and frameworks to facilitate these processes, ensuring that any new or existing data complies with current internal and external regulatory standards such as GDPR. Data Governance metrics help measure the efficacy and impact of a […]