Time complexity is a measure of how fast a computer algorithm (a set of instructions) runs, depending on the size of the input data. In simpler words, time complexity describes how the execution time of an algo
A data structure is a specialized format for organizing, processing, retrieving and storing data. There are several basic and advanced types of data structures, all designed to arrange data to suit a specific purpose. Data structures make it easy for users to access and work with the data they...
Data Pre-processingis a crucial step in the data mining architecture, as it involves cleaning and transforming raw data into a format suitable for analysis. This process addresses issues such as missing values, inconsistencies, and noise, ensuring that the data is accurate, reliable, and well-st...
Data profiling is also be known asdata archeology,data assessment,data discoveryordata quality analysis. Organizations use data profiling at the beginning of a project to determine if enough data has been gathered, if any data can be reused or if the project is worth pursuing. The process of ...
Data modeling is the process of creating a diagram that represents your data system and defines the structure, attributes, and relationships of your data entities. Data modeling organizes and simplifies your data in a way that makes it easy to understand, manage, and query, while also ensuring ...
A data strategy is a comprehensive plan that addresses how data will be used to support the goals of a business. Read more about it in our guide.
Data modeling is the process of creating a diagram that represents your data system and defines the structure, attributes, and relationships of your data entities. Data modeling organizes and simplifies your data in a way that makes it easy to understand, manage, ...
Public Cloud: In a public cloud, all the networking, storage, and computing infrastructure is located at data centers owned by the cloud provider, and the CSP delivers services to you over the internet. Public cloud users don’t need to maintain data centers, which can be a tremendous benefi...
Discovery is often provided as part of data profiling (which itself exists to generate a bird’s-eye view of your data in terms of its structure, content and so on), and indicates the whereabouts of and the relationships that exist between different datasets within and across multiple (...
Readability: Is the sentence digestible? Shorter sentences are easier to comprehend, but longer sentences provide detail. Aim for a mix. Complexity of ideas: Are the topics hard to understand? Complex topics can result in longer sentences to explain the context. Break down long sentences as neede...