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Open-source Ray 2.4 framework

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 Open-source Ray 2.4 framework  by Hussain Refaa Ray is an open-source framework for building distributed applications. Ray 2.4 is the latest version of the Ray framework, which offers several new features and improvements over the previous versions. In this article, we will discuss the benefits and properties of Ray 2.4. What is Ray 2.4? Ray is a distributed computing framework that simplifies the development of distributed applications. It allows developers to build distributed applications in a more natural way, without having to worry about the underlying infrastructure. Ray provides a set of high-level APIs that allow developers to easily distribute their code across multiple machines or nodes. Ray 2.4 is the latest version of the Ray framework. It offers several new features and improvements over the previous versions, including improved performance, new APIs, and better support for large-scale deployments. Benefits of Ray 2.4 High Performance: Ray 2.4 provides improved performan

How to be professional in AI (Artificial Intelligence ), from zero to Hero.

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  Becoming a professional in AI requires dedication, perseverance, and a solid understanding of mathematics, statistics, and programming. Here is a plan to help you get started: Step 1: Learn the Fundamentals Start by gaining a foundational understanding of mathematics, including calculus, linear algebra, probability, and statistics. Khan Academy offers free tutorials on these topics. Familiarize yourself with programming languages such as Python and R, which are widely used in AI. Codecademy offers free online courses in Python and R. Study the basics of machine learning and deep learning, including concepts such as supervised and unsupervised learning, neural networks, and optimization algorithms. Check out online resources like TensorFlow or PyTorch to get started. Step 2: Practice Your Skills Participate in Kaggle competitions or other AI challenges to apply your skills to real-world problems. Build your own projects, such as creating a chatbot or developing an image recognition al