Deep Learning with JavaScript: Building Scalable AI-Powered Applications for Enterprise Solutions and Advanced Business Innovation
by Anand Vemula
English | December 10, 2024 | ASIN: B0DQ4K3387 | 77 pages | PDF | 27 Mb
Deep Learning with JavaScript: Building Scalable AI-Powered Applications for Enterprise Solutions and Advanced Business Innovation explores the transformative potential of JavaScript in the realm of artificial intelligence. This book provides a comprehensive guide to using JavaScript to develop advanced AI-driven applications that can enhance enterprise solutions and fuel business innovation.
Throughout the book, readers will learn how to leverage modern JavaScript frameworks, such as TensorFlow.js and Brain.js, to build scalable deep learning models directly in the browser or on the server. The book covers foundational concepts, such as neural networks, convolutional neural networks (CNNs), and recurrent neural networks (RNNs), while also delving into practical techniques for training and deploying machine learning models within a JavaScript ecosystem.
In addition to the technical implementation, the book emphasizes how AI can revolutionize industries like healthcare, finance, e-commerce, and customer service. Case studies highlight real-world applications of AI in business, from personalized marketing and fraud detection to AI-powered customer support bots and real-time visual search engines.
By the end of the book, readers will be equipped with the knowledge to not only build intelligent applications but also scale them for enterprise environments, ensuring that AI solutions are efficient, secure, and capable of driving business growth. The integration of AI into JavaScript-based applications offers exciting new possibilities, and this book guides you through the process, preparing you for the future of intelligent, web-based enterprise solutions.
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