Cloud-Based Machine Learning

Tanushri Kaniyar

Summary

As technology rapidly advances, machine learning emerges as a cornerstone in the tech industry, offering immense opportunities for various applications. From tracking performance metrics to monitoring behaviors, machine learning's versatility is enhanced by cloud services, making it an essential tool in today's world.
Navigating this field can seem overwhelming, especially for newcomers. Without a solid understanding of problem-solving techniques, it’s like groping in the dark. This comprehensive guide aims to equip you with the knowledge needed to thrive. Good grasp of the subject can propel you forward in the industry, while a lack of understanding might hinder your progress.
"Cloud-Based Machine Learning" demystifies the complexities of working with ML using cloud services. Whether you're a beginner or looking to deepen your expertise, this book provides the insights and skills necessary to succeed. We cover everything from basic concepts to advanced applications, ensuring you can effectively use ML in the cloud.

Available since: 01/03/2025.

Print length: 248 pages.

Science & Technology

Other books that might interest you

Ultimate Microservices with...

Peter Morlion

Learn the ins and outs of a RabbitMQ-enabled microservices system.
Book Description
Embark on a transformative journey into the world of microservices architecture with'Ultimate Microservices with RabbitMQ' This comprehensive resource equips you with the knowledge and tools needed to design, deploy, and manage scalable microservices architectures using RabbitMQ as a messaging backbone.
From laying the groundwork with foundational concepts to implementing advanced techniques, this book covers everything you need to know to build resilient and high-performing microservices-based systems. It dives into the intricacies of RabbitMQ messaging to leverage its capabilities to facilitate communication and data exchange across distributed systems. You will discover best practices for designing scalable and fault-tolerant microservices architectures, and gain insights into effective integration strategies.
The book will help you learn to combine microservices and RabbitMQ for designing, building and maintaining robust architectures that leverage the strengths of both paradigms. By the end of this book, you will be primed to navigate the complexities of modern software development with confidence, driving innovation and efficiency in professional endeavors.
Table of Contents
1. An Introduction to Microservices
2. A Deeper Look Into Microservices
3. An Introduction to RabbitMQ
4. RabbitMQ Use Cases
5. Designing a Microservices Architecture With RabbitMQ
6. Running A Microservices Architecture With RabbitMQ
7. The Future of Microservices
8. The Future of RabbitMQ
Index

Show book

Advanced Scrum Case Studies Vol...

Frederik Mark Fowler

You are a Scrum Master and you have a challenge: 
You are coaching a new Product Owner doing release planning for the first time.  There are three politically powerful stakeholders who each wan their project included as your team's highest priority.  It is clear that due to the lack of resources it will be a miracle if even one of the enhancements can be delivered.   
The Product Owner asks you what should he do?   Which project should he pick and how can he avoid trouble from the two stakeholders who must be disappointed? 
This case and the others in the series come from the real-world experiences of a group of Scrum professionals who meet regularly to discuss the Scrum Framework and how to apply it to actual situations they have encountered.  These discussions have been led since 2015 by Frederik Mark Fowler, A Doctor of Scrum and Holder of the Professional Scrum Master level III certification awarded by Scrum.org.  Fred has worked with the Scrum Framework for almost 20 years and has trained more then 300 people to become Scrum Masters and Product Owners.  For more information, visit www.Patreon.com/SiliconValleyScrum.

Show book

Pneumonia - Preventing...

Lilly Richardsen

Pneumonia is a serious lung infection that affects millions of people worldwide, ranging from mild cases to life-threatening conditions. It occurs when the air sacs in one or both lungs become inflamed and fill with fluid or pus, making it difficult for oxygen to reach the bloodstream. This inflammation can result from various pathogens, including bacteria, viruses, and fungi. Pneumonia can occur as a complication of another illness or as a primary infection, and it affects people of all ages, though certain groups, such as the elderly, young children, and individuals with compromised immune systems, are at higher risk.
Understanding pneumonia starts with recognizing the different types of the disease. The most common types are bacterial, viral, and fungal pneumonia, each caused by different pathogens and each requiring distinct treatment approaches. Bacterial pneumonia is typically caused by Streptococcus pneumoniae, which is the most common bacterial pathogen responsible for hospitalizations. Other bacteria, such as Haemophilus influenzae and Staphylococcus aureus, can also lead to pneumonia. Viral pneumonia, often caused by influenza viruses, respiratory syncytial virus (RSV), and coronaviruses, is another common form, and its severity can vary based on the viral strain and the individual’s overall health. Fungal pneumonia is less common and typically occurs in individuals with weakened immune systems, with fungi like Histoplasma, Coccidioides, and Cryptococcus causing infections.

Show book

UX Writing Essentials - A Simple...

Atila Velo

A comprehensive guide to UX Writing that bridges foundational concepts with advanced insights, suitable for all backgrounds. This audiobook covers microcopy, brand voice, user journeys, research, and the evolving roles of ContentOps and AI. Designed for clarity and depth, it equips readers to navigate challenges, avoid pitfalls, and elevate digital communication across diverse contexts.

Show book

Strange Sightings on the Moon...

Martin K. Ettington

Most of my books on Aliens and UFOs are about evidence of them existing on Earth.However, there are also many unusual sightings in space which is the subject of this book. These sightings cover the following locations:UFOs flying around the International Space StationBases and UFOs on the MoonStrange sightings on Mars taken by our Martian rovers.In deep space elsewhere in the Solar SystemThese pictures may or may not be real alien life or UFO technologies, but they are fascinating none the less.Some of the sightings like the face in Cydonia are just a result of our natural abilities to see living forms in many types of pictures. But some may turn out to be real phenomena.Certainly, some of these sightings can’t be anything other than real UFOs.If you want to learn about strange sightings in the Solar System outside of Earth, then this book is for you.

Show book

Reviving the Heart of Leadership...

James L. Decker

Talk to nurses. Talk to long-term employees. They are not happy. They are unfulfilled. Company loyalty is gone. A different focus might be the best remedy for what ails us. Could a healthy dose of compassion, servant leadership, and better judgment be just what the doctor has ordered?

Show book