Enterprises building complex and large-scale applications in the cloud face multiple challenges. From figuring out the right tools to estimating the right provisioning, nearly every solution comes with a complicated set of choices and trade-offs. AWS provides a one-stop shop for building and scaling these applications, and this practical guide helps you decide which pieces to use and how to fit them together.Authors Jayanth Kumar and Mandeep Singh equip software architects and engi...

Learn how to leverage feature stores to make the most of your machine learning modelsKey FeaturesUnderstand the significance of feature stores in the ML life cycleDiscover how features can be shared, discovered, and re-usedLearn to make features available for online models during inferenceBook DescriptionFeature store is one of the storage layers in machine learning (ML) operations, where data scientists and ML engineers can ...

This book presents select proceedings of the International Conference on New Product Development and Smart Manufacturing (NPDSM 2024), and focuses on the role of smart manufacturing in industries. The topics covered include advanced manufacturing, new product development, smart manufacturing, additive manufacturing, and AI enabled smart manufacturing. This book also discusses various properties and performance attributes of smart manufacturing including their adaptability, utility, and sus...

The book aims in simplifying laboratory procedures in prosthodontics which solves the practical difficulties encountered by students. It comprises of pictorial representations, and the clinical application of each laboratory procedure. This will enable the student to observe, improve self-learning and also learn the text corresponding to each picture grasping the most probable exam questions. The target audience are not only undergraduate students it will be a  refresher for first year Pos...

If your team is investigating ways to design applications for the cloud, this concise book introduces 11 architecture patterns that can help you take advantage of cloud-platform services. You’ll learn how each of these platform-agnostic patterns work, when they might be useful in the cloud, and what impact they’ll have on your application architecture. You’ll also see an example of each pattern applied to an application built with Windows Azure.The patterns are organized into four ...

Getting your models into production is the fundamental challenge of machine learning. MLOps offers a set of proven principles aimed at solving this problem in a reliable and automated way. This insightful guide takes you through what MLOps is (and how it differs from DevOps) and shows you how to put it into practice to operationalize your machine learning models.Current and aspiring machine learning engineers--or anyone familiar with data science and Python--will build a foundation...

The missing expert-led manual for the AWS ecosystem — go from foundations to building data engineering pipelines effortlessly Purchase of the print or Kindle book includes a free eBook in the PDF format.Key FeaturesLearn about common data architectures and modern approaches to generating value from big dataExplore AWS tools for ingesting, transforming, and consuming data, and for orchestrating pipelinesLearn how to architect and implement data ...

Each chapter of the book quickly introduces a key theme of Data Analysis, before immersing you in the practical aspects of each theme. Youll learn quickly how to perform all aspects of Data Analysis.Practical Data Analysis is a book ideal for home and small business users who want to slice & dice the data they have on hand with minimum hassle.

Implement real-world decentralized applications using Python, Vyper, Populus, and EthereumKey FeaturesStay up-to-date with everything you need to know about the blockchain ecosystemImplement smart contracts, wallets, and decentralized applications(DApps) using Python librariesGet deeper insights into storing content in a distributed storage platformBook DescriptionBlockchain is seen as the main technological solution that wor...

Gain in-depth knowledge of Azure fundamentals that will make it easy for you to achieve AZ-900 certificationKey FeaturesGet fundamental knowledge of cloud concepts and the Microsoft Azure platformExplore practical exercises to gain experience of working with the Microsoft Azure platform in the real worldPrepare to achieve AZ-900 certification on the first go with the help of simplified examples covered in the bookBook Description

A comprehensive end-to-end guide that gives hands-on practice in big data and Artificial IntelligenceKey FeaturesLearn to build and run a big data application with sample codeExplore examples to implement activities that a big data architect performsUse Machine Learning and AI for structured and unstructured dataBook DescriptionThe big data architects are the “masters” of data, and hold high value in today’s market. Handling ...

Implement decentralized blockchain applications to build scalable DappsKey FeaturesUnderstand the blockchain ecosystem and its terminologiesImplement smart contracts, wallets, and consensus protocolsDesign and develop decentralized applications using Bitcoin, Ethereum, and HyperledgerBook DescriptionThe Blockchain is a revolution promising a new world without middlemen. Technically, it is an immutable and tamper-proof distrib...