Description: Microservices for Machine Learning by Rohit Rajan Microservices and ML fundamentals, advancements, and practical applications in various industries. Simplify complex ML development with distributed and scalable microservices architectures. Discover real-world scenarios illustrating the fusion of microservices and ML, showcasing AIs impact across industries. FORMAT Paperback CONDITION Brand New Publisher Description Explore the link between microservices and ML in Microservices for Machine Learning. Through this book, you will learn to build scalable systems by understanding modular software construction principles. You will also discover ML algorithms and tools like TensorFlow and PyTorch for developing advanced models. It equips you with the technical know-how to design, implement, and manage high-performance ML applications using microservices architecture. It establishes a foundation in microservices principles and core ML concepts before diving into practical aspects. You will learn how to design ML-specific microservices, implement them using frameworks like Flask, and containerize them with Docker for scalability. Data management strategies for ML are explored, including techniques for real-time data ingestion and data versioning. This book also addresses crucial aspects of securing ML microservices and using CI/CD practices to streamline development and deployment. Finally, you will discover real-world use cases showcasing how ML microservices are revolutionizing various industries, alongside a glimpse into the exciting future trends shaping this evolving field. Author Biography Rohit Ranjan is a seasoned IT professional with a deep passion for technology and over 16 years of experience in the field. Starting with a Bachelors degree in Metallurgical and Materials Engineering from IIT Kharagpur, Rohit found his true calling in computer science and AI. Details ISBN9355516886 Author Rohit Rajan Pages 394 Year 2024 ISBN-10 9355516886 ISBN-13 9789355516886 UK Release Date 2024-05-23 Format Paperback Audience General Publisher BPB Publications Publication Date 2024-05-23 Imprint BPB Publications Subtitle Design, implement, and manage high-performance ML systems with microservices Place of Publication New Delhi Country of Publication India We've got this At The Nile, if you're looking for it, we've got it. With fast shipping, low prices, friendly service and well over a million items - you're bound to find what you want, at a price you'll love! TheNile_Item_ID:160051741;
Price: 76.34 AUD
Location: Melbourne
End Time: 2024-10-23T05:01:51.000Z
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ISBN-13: 9789355516886
Author: Rohit Rajan
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Book Title: Microservices for Machine Learning
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