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Microsoft Azure AI Fundamentals Certification Companion, Trivedi


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Автор: Trivedi
Название:  Microsoft Azure AI Fundamentals Certification Companion
ISBN: 9781484292204
Издательство: Springer
Классификация:
ISBN-10: 1484292200
Обложка/Формат: Soft cover
Страницы: 189
Вес: 0.33 кг.
Дата издания: 07.04.2023
Серия: Certification Study Companion Series
Язык: English
Издание: 1st ed.
Иллюстрации: 72 illustrations, black and white; xx, 189 p. 72 illus.
Размер: 235 x 155
Читательская аудитория: Professional & vocational
Основная тема: Computer Science
Подзаголовок: Guide to prepare for the ai-900 exam
Ссылка на Издательство: Link
Рейтинг:
Поставляется из: Германии
Описание: Prepare for the Azure AI Fundamentals certification examination. This book covers the basics of implementing various Azure AI services in your business. The book not only helps you get ready for the AI-900 exam, but also helps you get started in the artificial intelligence (AI) world. The book starts with a short overview of the AI-900 exam and takes you through the exam prerequisites and the structure of the exam. You will then learn basic and advanced AI in Azure. Principles of responsible AI, Azure Machine Learning (ML), Azure Cognitive Services, and Bot Services are covered, followed by a practice test. You will go through ML fundamental concepts, model training, and validation along with case studies and a practice test for better preparation. The book includes the fundamentals of Azure and computer vision cognitive services. Various vision services and face services are demonstrated as well as analyzing image and text using OCR. You will understand concepts of natural language processing (NLP) such as text analysis, language modelling, entity recognition, sentiment analysis, speech recognition, and synthesis and also learn how to leverage Microsoft Azure for NLP. After reading this book, you will be able to implement various Azure AI services and prepare for the Azure AI Fundamentals certification exam, AI-900. What Will You Learn * Understand AI fundamentals and responsibilities * Know the Microsoft Azure offerings for AI * Understand foundational concepts for ML and Azure offerings for ML * Understand Azure Cognitive Services such as Custom Vision, Face, Form Recognizer, Text-to-Speech, and Image Analysis Who This Book Is For Azure and AI users working with ML services
Дополнительное описание: Chapter 1: AI-900 Overview of Exam Preparation.- Chapter 2: Fundamentals of Artificial Intelligence.- Chapter 3: Machine Learning Fundamental Concepts.- Chapter 4: Computer Vision.- Chapter 5: Fundamentals of Natural Language Processing.



Developing solutions for microsoft azure certification companion

Автор: Gorman, Brian L.
Название: Developing solutions for microsoft azure certification companion
ISBN: 1484292995 ISBN-13(EAN): 9781484292990
Издательство: Springer
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Цена: 7317.00 р.
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Описание: Improve your odds of passing one of the most highly sought-after exams for developers working with Microsoft’s cloud platform: Exam AZ-204: Developing Solutions for Microsoft Azure. This book guides you through practical examples of each of the technologies covered by the exam while exposing you to the settings and interactions between platform solutions that you will need to be in command of to prepare for the exam and to use on your job in Azure development. Chapters in this book correspond directly to the exam skills outline and are delivered in a “from-the-ground-up” approach, allowing you to build your knowledge as you go. This approach serves to help even novice developers get up to speed quickly, while allowing more experienced developers to find the exact topics and scenarios they need to hone their skill sets as they both prepare for the exam and reference information for real-world solutions. As you work through each chapter, you will get an introduction to the topic of the chapter followed by a comprehensive discovery of the key elements of the Azure service(s) being covered. You’ll be guided through solutions by studying typical, real-world scenarios. Each chapter concludes with review questions to solidify your learning and includes links to the corresponding Microsoft Learn modules that are relevant to the concepts in the chapter and associated with each section of the AZ-204 exam. What You Will Learn * Know the essential platform services of Azure * Develop and deploy secure and robust web solutions * Architect and create serverless solutions * Manage containers in the Azure Containers ecosystem * Choose the correct messaging and event-handling tools for your applications * Master real-world examples and challenges that help prepare you for the AZ-204 exam Who This Book Is For Developers planning to take the AZ-204 exam, and developers who want to learn more about development on the most common Azure platform services

Microsoft Power BI Data Analyst Certification Companion

Автор: Jolly
Название: Microsoft Power BI Data Analyst Certification Companion
ISBN: 1484290127 ISBN-13(EAN): 9781484290125
Издательство: Springer
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Цена: 7317.00 р.
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Описание: Use this book to study for the PL-300 Microsoft Power BI Data Analyst exam. The book follows the “Skills Measured” outline provided by Microsoft to help focus your study. Each topic area from the outline corresponds to an area covered by the exam, and the book helps you build a good base of knowledge in each area. Each topic is presented with a blend of practical explanations, theory, and best practices. Power BI is more than just the Power BI Desktop or the Power BI Service. It is two distinct applications and an online service that, together, enable business users to gather, shape, and analyze data to generate and present insights. This book clearly delineates the purpose of each component and explains the key concepts necessary to use each component effectively. Each chapter provides best practices and tips to help an inexperienced Power BI practitioner develop good habits that will support larger or more complex analyses. Many business analysts come to Power BI with a wealth of experience in Excel and particularly with pivot tables. Some of this experience translates readily into Power BI concepts. This book leverages that overlap in skill sets to help seasoned Excel users overcome the initial learning curve in Power BI, but no prior knowledge of any kind is assumed, terminology is defined in non-technical language, and key concepts are explained using analogies and ideas from experiences common to any reader. After reading this book, you will have the background and capability to learn the skills and concepts necessary both to pass the PL-300 exam and become a confident Power BI practitioner. What You Will Learn * Create user-friendly, responsive reports with drill-throughs, bookmarks, and tool tips * Construct a star schema with relationships, ensuring that your analysis will be both accurate and responsive * Publish reports and datasets to the Power BI Service, enabling the report (and the dataset) to be viewed and used by your colleagues * Extract data from a variety of sources, enabling you to leverage the data that your organization has collected and stored in a variety of sources * Schedule data refreshes for published datasets so your reports and dashboards stay up to date * Develop dashboards with visuals from different reports and streaming content Who This Book Is For Power BI users who are planning to take the PL-300 exam, Power BI users who want help studying the topic areas listed in Microsoft’s outline for the PL-300 exam, and those who are not planning to take the exam but want to close any knowledge gaps they might have

Microsoft Azure Architect Technologies Study Companion: Hands-On Preparation and Practice for Exam Az-300 and Az-303

Автор: Sahay Rahul
Название: Microsoft Azure Architect Technologies Study Companion: Hands-On Preparation and Practice for Exam Az-300 and Az-303
ISBN: 1484261992 ISBN-13(EAN): 9781484261996
Издательство: Springer
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Цена: 9756.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: Intermediate user level

Azure Internet of Things Revealed

Автор: Robert Stackowiak
Название: Azure Internet of Things Revealed
ISBN: 1484254694 ISBN-13(EAN): 9781484254691
Издательство: Springer
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Цена: 6707.00 р.
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Описание: Design, build, and justify an optimal Microsoft IoT footprint to meet your project needs. This book describes common Internet of Things components and architecture and then focuses on Microsoft’s Azure components relevant in deploying these solutions.

Microsoft-specific topics addressed include: deploying edge devices and pushing intelligence to the edge; connecting IoT devices to Azure and landing data there, applying Azure Machine Learning, analytics, and Cognitive Services; roles for Microsoft solution accelerators and managed solutions; and integration of the Azure footprint with legacy infrastructure.
The book concludes with a discussion of best practices in defining and developing solutions and creating a plan for success.
What You Will Learn
Design the right IoT architecture to deliver solutions for a variety of project needsConnect IoT devices to Azure for data collection and delivery of servicesUse Azure Machine Learning and Cognitive Services to deliver intelligence in cloud-based solutions and at the edgeUnderstand the benefits and tradeoffs of Microsoft's solution accelerators and managed solutionsInvestigate new use cases that are described and apply best practices in deployment strategiesIntegrate cutting-edge Azure deployments with existing legacy data sources
Who This Book Is For
Developers and architects new to IoT projects or new to Microsoft Azure IoT components as well as readers interested in best practices used in architecting IoT solutions that utilize the Azure platform
Introducing Disaster Recovery with Microsoft Azure: Understanding Services and Tools for Implementing a Recovery Solution

Автор: Chakraborty Bapi, Chowdhury Yashajeet
Название: Introducing Disaster Recovery with Microsoft Azure: Understanding Services and Tools for Implementing a Recovery Solution
ISBN: 1484259165 ISBN-13(EAN): 9781484259160
Издательство: Springer
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Цена: 7317.00 р.
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Описание: Chapter 1: Disaster Recovery and Cloud

Chapter Goal: How cloud has changed the DR landscape

No of pages 20

Sub -Topics

1. How cloud has changed the DR landscape

2. cost, security, storage, archival, maintenance, accessibility

3. How traditional DR is different from new age DR

4. Why Azure as a DR site

5. options, storage, capabilities, pricing, integrated monitoring, tools, platform capability, competitive advantages

6. benefits for existing customers, end to end orchestration

Chapter 2: Introducing Azure Site Recovery

Chapter Goal: Understand Disaster recovery with Azure site recovery and Azure Migrate

No of pages: 20

Sub - Topics

1. Supported scenarios including migration, supportability matrix,

2. DR dependencies on Azure

3. Storage, network, etc.

4. Concepts of ASR for each scenario

networking ER, Migration, tools, recovery plans, roles and RBAC, sites, config & process server etc.

Chapter 3: Designing and Implementing Simple Azure To Azure DR - Scenario

Chapter Goal: Understand Disaster recovery scenario for Azure to Azure scenario

No of pages: 20

Sub - Topics:

1. Questions to ask, decisions to make, data to collect, assess, Planning and designing the DR

2. High level configurations

3. Backup as a strategy

4. Design and implement a multi regional A2A DR - scenario (5)

5. High level configurations

6. Common challenges and how to remediate them

Chapter 4: On-premises to Azure DR

Chapter Goal: Understand Disaster recovery scenario for On-premises to Azure DR scenario

No of pages: 40

Sub - Topics:

1. Hyper-V (with SCVMM) to Azure

2. Hyper-V (without SCVMM) to Azure

3. Physical systems to Azure

4. Azure Stack to Azure

5. Planning

6. Designing

7. Configuring

8. Common challenges and how to remediate them

Chapter 5: On-premises to On-prem Using ASR

No of pages: 10

Chapter Goal: understand On-premises only scenario

1. On-premises to On-prem using ASR

2. Planning

3. Designing

4. Configuring

5. Common challenges and how to remediate them

Chapter 6: App Specific DR Scenarios

No of pages: 20

Chapter Goal: understand application specific DR scenario

1. ADDS

2. SQL

3. Oracle

4. RDS etc.

Chapter 7: Automation and Monitoring

No of pages: 10

Chapter Goal: understand automation and monitoring for Disaster recovery solution Common Automation and Monitoring scenarios for DR on Azure

Chapter 8: Summary, Best Practices and Exercises

No of pages: 10

Chapter Goal: Summary, Best Practices and Exercises for executing Azure Disaster R

Practical Azure SQL Database for Modern Developers: Building Applications in the Microsoft Cloud

Автор: Mauri Davide, Coriani Silvano, Hoffman Anna
Название: Practical Azure SQL Database for Modern Developers: Building Applications in the Microsoft Cloud
ISBN: 1484263693 ISBN-13(EAN): 9781484263693
Издательство: Springer
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Цена: 6707.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: Intermediate-Advanced user level

Microsoft azure

Автор: Soh, Julian Copeland, Marshall Puca, Anthony Harris, Micheleen
Название: Microsoft azure
ISBN: 1484259572 ISBN-13(EAN): 9781484259573
Издательство: Springer
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Цена: 7927.00 р.
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Описание:

PART I Introducing Microsoft Azure

Ch 1. Microsoft Azure and Cloud Computing

Overview of Microsoft Azure services

Azure concepts

Availability Zones

Security, Compliance, and Privacy primer

Azure licensing and cost management concepts

Subscriptions

Ch 2. Overview of Azure Infrastructure-as-a-Service (IaaS) services

Azure Virtual Machines

Azure Networking

Hybrid data center design concepts (private-public cloud)

Hybrid data center operations and monitoring

IaaS security considerations

Ch 3. Overview of Azure Platform-as-a-Service

Azure Storage Accounts

Azure WebApps

Azure Database Services

Azure PaaS networking services

Azure Machine Learning and Cognitive Services

Azure Load Balancers

Azure Batch

Ch 4. Azure AppDev Services Overview

Azure DevOps and GitHub

Azure IaaS as code

Visual Studio

Containers - AKS

5. Ethical AI, Azure AI, and Machine Learning

Azure for the modern Data Engineers

Azure SQL Database

Azure SQL Managed Instance

Azure SQL Data Warehouse

Azure Cosmos DB

Azure Data Lake Service (gen 2)

Azure Data Factory v2

Cognitive Services

Artificial Intelligence and Machine Learning

PART II Planning and adopting Azure

6. Budgeting and cloud economics

Using assessment tools - Microsoft Movere

Understanding Cloud Economics - CapEx vs OpEx

Forecasting and other cost saving features

Autoscaling

Reserved Instances

Service Level Agreement in LRS vs GRS

Azure Cost Mgmt and Billing

7. Designing a Hybrid Data Center

Networking considerations

PaaS Considerations

Identity and Access Management

Security and monitoring

8.Tools, training, and upskilling existing IT personnel

Available and required minimum training

Assembling the toolkit for the Cloud engineer

PowerShell ISE

Visual Studio Code

Azure Storage Explorer

ARM Templates

Hashicorp Terraform

Source control

Common Mistakes

PART III Using Azure for Infrastructure-as-a-Service (IaaS)

9. Implementing Azur networking

Designing and implementing Virtual Networks (vNets)

Implementing Site-to-Site VPN

Implementing ExpressRoute

ER Direct

Global Reach

Implementing Network Security Groups

Im

Cloud Debugging and Profiling in Microsoft Azure: Application Performance Management in the Cloud

Автор: Chilberto Jeffrey, Zaal Sjoukje, Aroraa Gaurav
Название: Cloud Debugging and Profiling in Microsoft Azure: Application Performance Management in the Cloud
ISBN: 1484254368 ISBN-13(EAN): 9781484254363
Издательство: Springer
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Цена: 7927.00 р.
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Описание: Intermediate-Advanced user level

Building Microservices Applications on Microsoft Azure: Designing, Developing, Deploying, and Monitoring

Автор: Chawla Harsh, Kathuria Hemant
Название: Building Microservices Applications on Microsoft Azure: Designing, Developing, Deploying, and Monitoring
ISBN: 1484248279 ISBN-13(EAN): 9781484248270
Издательство: Springer
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Цена: 5487.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание:

Implement microservices starting with their architecture and moving on to their deployment, manageability, security, and monitoring. This book focuses on the key scenarios where microservices architecture is preferred over a monolithic architecture.
Building Microservices Applications on Microsoft Azure begins with a survey of microservices architecture compared to monolithic architecture and covers microservices implementation in detail. You'll see the key scenarios where microservices architecture is preferred over a monolithic approach. From there, you will explore the critical components and various deployment options of microservices on platforms such as Microsoft Azure (public cloud) and Azure Stack (hybrid cloud). This includes in-depth coverage of developing, deploying, and monitoring microservices on containers and orchestrating with Azure Service Fabric and Azure Kubernetes Cluster (AKS).
This book includes practical experience from large-scale enterprise deployments, therefore it can be a quick reference for solution architects and developers to understand the critical factors while designing a microservices application.
What You Will Learn
Explore the use cases of microservices and monolithic architectureDiscover the architecture patterns to build scalable, agile, and secure microservices applicationsDevelop and deploy microservices using Azure Service Fabric and Azure Kubernetes Service Secure microservices using the gateway patternSee the deployment options for Microservices on Azure StackImplement database patterns to handle the complexities introduced by microservices
Who This Book Is For
Architects and consultants who work on Microsoft Azure and manage large-scale deployments.
Developing Bots with Qna Maker Service: Integration with Azure Bot Service and Microsoft Bot Framework

Автор: Shaikh Kasam
Название: Developing Bots with Qna Maker Service: Integration with Azure Bot Service and Microsoft Bot Framework
ISBN: 1484241843 ISBN-13(EAN): 9781484241844
Издательство: Springer
Рейтинг:
Цена: 4024.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание:

Learn to develop bots with zero coding knowledge using the Azure Cognitive QnA Maker service, a GUI cognitive service from Microsoft. This book shows you how to integrate QnA Maker with the Azure Bot Service and Microsoft Bot Framework, along with how to integrate your bot with social channels such as Web Chat, and Telegram. You will learn what QnA Maker is, why you should use this service in enterprise settings, when you should use this service, and how you should use the service. Developing Bots with QnA Maker Service takes you through the QnA Maker FAQ knowledge base with Azure Bot Service, where you will discover how to get started with a web app bot using the Azure portal. This section culminates in deploying your bot on Azure Web App, making your bot live. Next, you will learn QnA Maker with the .NET Framework and Visual Studio 2017 along with ways to manage QnA Maker service post deployment. Finally, you will learn how to add media content including videos and images to the QnA Maker knowledge base. After reading this book you will be able to develop bots using the latest .NET Framework, Visual Studio 2017, and the Microsoft online code editor.
What You Will Learn
Customize QnA Maker default components, using the Azure portalWork with Microsoft Bot FrameworkDevelop and integrate FAQ bots with Azure Bot ServiceManage FAQ bots using the .NET Framework and the Azure portal
Who This Book Is For
Developers/architects with an interest in building chatbots.
Deep Learning with Azure

Автор: Salvaris, Mathew, Dean, Danielle, Tok, Clark
Название: Deep Learning with Azure
ISBN: 1484236785 ISBN-13(EAN): 9781484236789
Издательство: Springer
Рейтинг:
Цена: 7927.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание:

Get up-to-speed with Microsoft's AI Platform. Learn to innovate and accelerate with open and powerful tools and services that bring artificial intelligence to every data scientist and developer.
Artificial Intelligence (AI) is the new normal. Innovations in deep learning algorithms and hardware are happening at a rapid pace. It is no longer a question of should I build AI into my business, but more about where do I begin and how do I get started with AI?
Written by expert data scientists at Microsoft, Deep Learning with the Microsoft AI Platform helps you with the how-to of doing deep learning on Azure and leveraging deep learning to create innovative and intelligent solutions. Benefit from guidance on where to begin your AI adventure, and learn how the cloud provides you with all the tools, infrastructure, and services you need to do AI.
What You'll Learn
Become familiar with the tools, infrastructure, and services available for deep learning on Microsoft Azure such as Azure Machine Learning services and Batch AIUse pre-built AI capabilities (Computer Vision, OCR, gender, emotion, landmark detection, and more)Understand the common deep learning models, including convolutional neural networks (CNNs), recurrent neural networks (RNNs), generative adversarial networks (GANs) with sample code and understand how the field is evolvingDiscover the options for training and operationalizing deep learning models on Azure
Who This Book Is For
Professional data scientists who are interested in learning more about deep learning and how to use the Microsoft AI platform. Some experience with Python is helpful.
Practical Microsoft Azure IaaS

Автор: Ambi Karthikeyan
Название: Practical Microsoft Azure IaaS
ISBN: 1484237625 ISBN-13(EAN): 9781484237625
Издательство: Springer
Рейтинг:
Цена: 7927.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание:

Adopt Azure IaaS and migrate your on-premise infrastructure partially or fully to Azure. This book provides practical solutions by following Microsoft’s design and best practice guidelines for building highly available, scalable, and secure solution stacks using Microsoft Azure IaaS.
The author starts by giving an overview of Azure IaaS and its components: you’ll see the new aspects of Azure Resource Manager, storage in IaaS, and Azure networking. As such, you’ll cover design considerations for migration and implementation of infrastructure services, giving you practical skills to apply to your own projects.
The next part of the book takes you through the different components of Azure IaaS that need to be included in a resilient architecture and how to set up a highly available infrastructure in Azure. The author focuses on the tools available for Azure IaaS automated provisioning and the different performance monitoring and fine-tuning options available for the platform. Finally, you’ll gain practical skills in Azure security and implementing Azure architectures.
After reading Practical Microsoft Azure IaaS, you will have learned how to map the familiar on-premise architecture components to their cloud infrastructure counterparts. This book provides a focused and practical approach to designing solutions to be hosted in Azure IaaS.
What You Will Learn
Map the key Azure components to familiar concepts in infrastructure, such as virtualization, storage provisioning, switching, and firewallsImplement Azure IaaS deployment architectures Design IaaS environments in line with the Microsoft recommended best practices for scalability, resiliency, availability, performance, and securityManage the operational aspects of hosted environments, leverage automation, and fine tune for optimal performance
Who This Book Is For
Infrastructure and solution architects with skills in on-premise infrastructure design who want to up-skill in Azure IaaS.

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