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Machine Learning Applications in Real Life: Top 10 Use Cases

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Introduction Machine Learning is a field of artificial intelligence (AI) that allows models to learn from data and use the learned knowledge to make predictions/decisions about future tasks without being explicitly programmed for every task. It was introduced by Arthur Samuel in 1959 by developing the first self-learning computer programs: a checkers-playing program. Also, machine Learning model are designed in such a way that instead of following the specific patterns and rules of algorithms. They use the provided data and use algorithms to find patterns and relationships in data, and then use those patterns to analyze the given problem, and give the result based on their own classification, predictions, and decisions. Machine Learning is widely used in real-life applications. This article gives you a description of the top applications of machine learning in real life. Top 10 Use Cases of Machine Learning Below is a clear and practical list of the Top 10 Use Cases of Mach...

React Component API: Everything You Need to Know

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Introduction React is also referred to as a JavaScript library for building a single-page application. It's used in many global companies for large projects, Such as Google, Amazon, Microsoft, etc. All React applications are created using components because they provide a more reusable, independent user interface that handles its own re-rendering. In this article, we will discuss how to handle the React component API that every developer should know. React Component Components in React work as a function or class that returns the JSX element. It’s used for managing the lifecycle methods, state, methods, or props, hooks, and also interacts with the component tree effectively. Component uses the state and props to send data from parent to child and within the component. Types of Components Components are divided into two types, which are shown below in detail: 1. Functional component: This component is just like the JavaScript functions that return the JavaScript XML...