Adversaries in Machine Learning? When we talk about new technological developments, sometimes we forget that there is another side for whom it’s an opportunity to find new ways to scam. We are using Machine Learning (ML) models more and more each day. They have become a part of our lives without even realizing it most of the time. It is
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Most of the time, the dataset we will get from the business will be dirty and cannot be used straight forward to train machine learning models. Therefore, we must treat the dataset and bring it to the desired form to input it into an algorithm. This tutorial discusses reindexing, transforming, and aggregating datasets in Pandas. What are Reindexing, Transforming, and
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In this article, I will introduce the pandas library of Python programming language for data science. We will also see practical examples of code to create data frames, logical operations, and looping, apart from examples of code for the advanced concepts of pandas. Introduction to pandas pandas is a great library of Python for data science for most industry applications
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Developed and maintained by StrongLoop (acquired by IBM), Node.js’s LoopBack framework emerged as a leading choice for developers aiming to simplify complex integrations between the front end and various data sources, using a mix of predefined and custom-made building blocks. What is the LoopBack Framework? LoopBack is a highly extensible, open-source Node.js framework that facilitates RESTful APIs’ rapid development and
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Vue.js is a JavaScript library that helps you build web applications using the MVVM (Model-View-ViewModel) architectural pattern. Evan You, an ex-Googler, developed the project. It is a strong open-source project with high usage popularity and GitHub stars and forks. Why Use VUE.js? As we know, there are many frameworks on the market, and choosing the proper framework for the project can be
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JavaScriptis a single-threaded language (single call stack). So, how can it be asynchronous? Are you also having the same thoughts? This article will explain how we can do asynchronous programming in JavaScript. However, before getting into that, let us first understand what asynchronous programming is and the difference between synchronous and asynchronous coding. What is Asynchronous Programming At its core,
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Since January 1, 2022, when Google stopped updating AngularJS to fix security, browser compatibility, or jQuery issues, the Angular team recommends upgrading to Angular (v2+) as the best path forward. From Angular V2 onwards, one of the significant changes was moving toward a component-driven framework.Hence, Angular Components is one of the significant changes in Angular v2 onwards. What Are Components
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The article Building Block of Angular explains what a Component is in AngularJS and why we need those. Now, let us understand more about the component lifecycle hook of Angular. What are Lifecycle Hooks in Angular? In the dynamic world of web applications, components are not static entities. They undergo a life cycle — from their creation, through updates, and
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In Data Science, we primarily use Python as a programming language to perform operations on the available datasets. This article will discuss concepts and details for using Pythons to simplify data operations in data science. Pros and Cons of Python for Data Operations Even though the pros outweigh the cons, it is crucial to look at both aspects. So, let’s
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The five values that Scrum comprises are courage, commitment, openness, focus, and respect. In addition, this methodology promotes the development, delivery, and ability to sustain complex products via continuous collaboration, accountability, and iterative progress. Any project requiring a flexible approach to deliver service or a product will benefit from Scrum methodology. What is Scrum? Scrum is a dynamic project management
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