Machine Leaing:A Comprehensive Beginner’s Guide

by: Akshay B R (Author),Sini Raj Pulari(Author),T S Murugesh(Author),Shriram K Vasudevan(Author)&1more

Publisher: CRC Press
Edition:1st

Publication Date: July 15, 2024

Language: English

Print Length: 248 pages

ISBN-10: 1032676655

ISBN-13: 9781032676654

Book Description

Machine leaing is a dynamic and rapidly expanding field focused on creating algorithms that empower computers to recognize pattes, make predictions and continually enhance performance. It enables computers to lea from data and experiences, making decisions without explicit programming. For leaers, mastering the fundamentals of machine leaing opens doors to a world of possibilities to build robust and accurate models. In the ever-evolving landscape of machine leaing, datasets play a pivotal role in shaping its future. The field has been revolutionized with the introduction of oneAPI, which provides a unified programming model across different architectures, including CPUs, GPUs, FPGAs and accelerators, fostering an efficient and portable programming environment. Embracing this unified model empowers practitioners to build efficient and scalable machine leaing solutions, marking a significant stride in cross-architecture development. Dive into this fascinating field to master machine leaing concepts with the step-by-step approach outlined in this book and contribute to its exciting future.
Machine leaing is a dynamic and rapidly expanding field focused on creating algorithms that empower computers to recognize pattes, make predictions and continually enhance performance. It enables computers to lea from data and experiences, making decisions without explicit programming. For leaers, mastering the fundamentals of machine leaing opens doors to a world of possibilities to build robust and accurate models. In the ever-evolving landscape of machine leaing, datasets play a pivotal role in shaping its future. The field has been revolutionized with the introduction of oneAPI, which provides a unified programming model across different architectures, including CPUs, GPUs, FPGAs and accelerators, fostering an efficient and portable programming environment. Embracing this unified model empowers practitioners to build efficient and scalable machine leaing solutions, marking a significant stride in cross-architecture development. Dive into this fascinating field to master machine leaing concepts with the step-by-step approach outlined in this book and contribute to its exciting future.

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