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Articles by Jaisshree
Page 9 of 10
Medical Insurance Price Prediction using Machine Learning in Python
Like in many other sectors, predictive analysis is quite helpful in the finance and insurance sector as well. Using this machine learning technique, we can find out useful information about any insurance policy and therefore save huge sums of money. Here, we will be using this approach of predictive analysis for a medical insurance dataset. The problem statement here is that we have a dataset of some people with certain attributes. Using machine learning in Python, we have to find out relevant information from this dataset and also have to predict the insurance price a person will have to ...
Read MoreLearn Machine Learning in 45 Days
Machine learning is a subset of artificial intelligence (AI) that enables machines to learn from data without being explicitly programmed. From predicting customer behavior to recognizing images and speech, it is a rapidly growing field. Adding machine learning to your toolkit can help you excel in many sectors such as finance, fraud detection, automobile, research, etc. Day 1-5: Basics of Machine Learning Before diving into its technical aspects, it is imperative to understand the fundamental concepts of machine learning. Learn about the types of machine learning, such as supervised, unsupervised, and reinforcement learning. Focus on key points, ...
Read MoreHow to create a button which belongs to one or more forms in HTML5?
The form attribute of the HTML tag allows us to create buttons of this type that are applicable to multiple forms. The button's id can be specified using this attribute, which is helpful for initiating form submission or carrying out other form-related operations. Using a single button that is part of multiple forms prevents us from having to repeat the same button in each form. We can handle the data from each form's associated button at once by associating a button with multiple forms. Processing the data is made simpler as a result. The user experience can be enhanced ...
Read MoreCreating Browsers Window using HTML and CSS
A browser window is the graphical user interface (GUI) element of a web browser that displays web pages and web applications. It usually consists of a title bar, menu bar, address bar, navigation buttons, and content area. Algorithm Make a container div with rounded corners, a border, and concealed overflow. Make a header with a background color, padding, and navigation bar inside the container. Links to various pages should be added to the navigation bar. Add a search button and text input field to the header. In the main paragraph you can include a heading. The upper right corner ...
Read MoreCreating bottom-positioned icon selects using jQuery Mobile
Bottom-positioned icon selects is a user interface element that allows users to select options from a dropdown menu. It is a variation of a standard select element with added functionality provided by jQuery Mobile. The icons are added to each option of the select menu to provide a visual cue to the user about the option they are selecting. The dropdown menu can be opened by clicking on the select menu button. jQuery Mobile provides an easy way to create bottom-positioned icon selects using their selectmenu widget. This widget enhances the standard select element with new features such as the ...
Read MoreCreating Border Animation using CSS
CSS is used to create beautiful and engaging border animations, which add movement and interest to a web page. To create border animation, we will first need to define a border for the element we want to animate, then we’ll use CSS transitions and animations to add movement to the border. Border animations can be used to create hover effects on buttons, links, and other interactive elements. They can also be used to create loading animations that show progress while a page or element is loading. We can also use border animations on call-to-action buttons to make them more ...
Read MoreEmotion classification using NRC Lexicon in Python
Emotion identification or recognition is the ability of a person or an object to sense a particular emotion exhibited in the environment and place it into one of the many categories of emotions. Emotion Classification in python is a feasible alternative to the traditional sentiment analysis technique which labels words or sentences as positive or negative and allots them with a polarity score accordingly. The basic ideology behind this algorithm is to mimic the human thought process and it tries to segment the words portraying emotions from the text. The analysis is performed with a training set of data where ...
Read MoreEmail + Social Logins in Django - Step-by-Step Guide
Email and social logins are common techniques for websites and apps to allow users to establish accounts or check in. Users must provide their email address and password for email login, however, social login allows users to sign in using their social networks accounts, such as Facebook or Google. In this tutorial, we'll go through how to set up email and social logins in Django. Method With Django, there are numerous ways to incorporate email and social logins. The Django-allauth package, which supports authentication for numerous login methods, including email and social logins, is one of the most prevalent. Another ...
Read MoreCreating Snackbar using HTML, CSS and Javascript
Snackbars are notification bars that appear at the bottom of a web page to display an important message, usually to confirm an action or provide feedback to the user. It is displayed on the screen for fewer seconds and made to disappear. They are an essential element of user interface design and are widely used in web applications. Approach - 1 Here we will be creating a simple and basic snackbar, which will be displayed for 3 seconds and disappears whenever the user taps the show snackbar button. Algorithm Make the title of the HTML document as ...
Read MoreCreating a Tabbed pills and Vertical pills navigation menu in Bootstrap
Bootstrap provides several options for creating navigation menus, like tabbed and vertical pills. To create this kind of navigation menus in Bootstrap, we can use the built-in classes and components offered by the framework. This aids in creating a stylish and functional navigation menu that works well on all devices. Approach - 1: Tabbed Pills Navigation In this type of menus each tab represents a different section of the website. The pills are arranged horizontally. Whenever a tab is clicked, the corresponding section gets displayed. Algorithm Load the Bootstrap CSS and JavaScript files. Add a container element with ...
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