Manage large datasets easily in your web apps’ interface
Pagination is a common Web UI technique that divides large data sets into multiple pages and displays one page at a time. Typically, pagination happens to tables, which is an arrangement of data in rows and columns. However, pagination is not limit to tables; it may happen to other components.
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An introduction to a popular machine learning algorithm.
We have walked through a number of supervised machine learning algorithms, linear regression, polynomial regression, logistic regression, and neural networks. Supervised learning builds a mathematical model of a set of data that contains both the inputs (x) and the correct outputs (y).
An introduction to popular machine learning algorithms
Machine learning is a method of data analysis that automates analytical model building. While artificial intelligence is the broad science of how to mimic human cognitive functions, machine learning is a specific subset that trains a machine to learn. …
An in-depth exploration on enums in a React working environment
In computer programming, an enumerated type is a data type consisting of a set of named values called elements, members, enumeral, or enumerators of the type. In Typescript, the enumerated type uses the keyword, enum, which defines a set of named constants that are organized in a collection.
For convenience…
Introduction to Logistic Regression
Machine learning is a branch of artificial intelligence and computer science that focuses on using data and algorithms to imitate the way humans acquire knowledge and gradually improve its accuracy.
In a previous article, we have defined supervised learning and unsupervised learning. The training data for supervised learning has correct…
An introduction to the fetch-mock JavaScript library
A web application is software that runs on a web server and is accessed by users through web browsers. A user interface (UI) produces an environment to perform a series of operations, such as viewing a shopping list or adding or removing items into a shopping cart.
An introduction to popular machine learning algorithms
Machine learning, as a part of artificial intelligence, is the study of computer algorithms that can improve automatically through experience and by the use of data.
In 1959, Arthur Samuel, a pioneer in computer gaming and artificial intelligence, defined machine learning as the field of study that gives computers the…
Bazel — A Fast, Scalable Build and Test Tool
What is Bazel
Bazel is an open-source build and test tool that is similar to Make, Maven, and Gradle. It builds and tests software of any size, quickly and reliably.
Here is the Google trend for the past 5 years.
Ant forms facilitate managing web form’s style, layout, validation, and data
A web form allows us to enter data that is sent to a server for processing. For example, a form can be used to enter the shipping address and credit card information when we order a product. A form is enclosed in the HTML <form> element. …
A closer look at how browsers manage autofill for generic fields, credit cards, addresses, and passwords
What is autofill?
When a user fills out a form on the web, the browser is smart enough to fill in the value based on similar values that the user has entered in the past.
What is autocomplete?
When a user fills out a form on the web, the browser is smart enough to show possible…
