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Tag: cloud computing for science and engineering

  • Ultimate Data Engineering with Databricks: Develop Scalable Data Pipelines Using Data Engineering’s Core Tenets Such as Delta Tables, Ingestion, … Security, and Scalability (English Edition)

    Ultimate Data Engineering with Databricks: Develop Scalable Data Pipelines Using Data Engineering’s Core Tenets Such as Delta Tables, Ingestion, … Security, and Scalability (English Edition)


    Price: $37.95
    (as of Dec 14,2024 11:32:00 UTC – Details)


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    From the Publisher

    Know more about the book

    Ultimate-Data-Engineering-with-DatabricksUltimate-Data-Engineering-with-Databricks

    Ultimate-Data-Engineering-with-DatabricksUltimate-Data-Engineering-with-Databricks

    Ultimate Data Engineering with Databricks Navigating Databricks with Ease for Unparalleled Data Engineering Insights.

    In an age where data is the new currency, mastering the art of data engineering has become more crucial than ever. This book, Ultimate Data Engineering with Databricks, is a culmination of my experiences and learnings, designed to guide you through the intricacies of data engineering in the modern cloud environment.

    The journey begins with Chapter 1, Fundamentals of Data Engineering with Databricks, providing a solid foundation for those new to the field or looking to strengthen their core understanding. Following this, Chapter 2, Mastering Delta Tables in Databricks, dives into the specifics of handling data at scale, a skill pivotal in today’s data-intensive world.

    As you progress through the chapters, from Chapter 3, Data Ingestion and Extraction, to Chapter 4, Data Transformation and ETL Processes, the focus shifts to the practical aspects of managing and manipulating data.

    WHAT WILL YOU LEARN

    ● Acquire proficiency in Databricks fundamentals, enabling the construction of efficient data pipelines.

    ● Design and implement high-performance data solutions for scalability.

    ● Apply essential best practices for ensuring data integrity in pipelines.

    ● Explore advanced Databricks features for tackling complex data tasks.

    ● Learn to optimize data pipelines for streamlined workflows.

    WHO IS THIS BOOK FOR?

    This book caters to a diverse audience, including data engineers, data architects, BI analysts, data scientists, and technology enthusiasts. Suitable for both professionals and students, the book appeals to those eager to master Databricks and stay at the forefront of data engineering trends.

    KEY FEATURES Navigate Databricks with a seamless progression from fundamental principles to advanced engineering techniques. Gain hands-on experience with real-world examples, ensuring immediate relevance and practicality. Discover expert insights and best practices for refining your data engineering skills and achieving superior results with Databricks.

    Mayank MalhotraMayank Malhotra

    About the Author

    Mayank Malhotra’s journey in the tech world began as a big data engineer, quickly evolving into a versatile data engineering His extensive experience spans various cloud platforms such as AWS, Azure, and Databricks, as well as On-Prem Infrastructure, showcasing his adaptability and depth of knowledge. A BTech graduate, Mayank’s academic foundation laid the groundwork for his successful career.

    In the realm of data engineering, Mayank has tackled a diverse range of projects, from data migration and modeling to data transformation and quality validation. His ability to navigate complex data landscapes has not only honed his skills but also made him a sought-after expert in the field. One of his key beliefs, “Be the senior you needed as a junior,” reflects his passion for mentoring. He thrives on guiding others, sharing insights, and discussing new design approaches in data engineering, making him a valuable mentor and leader.

    Nawaz AbbasNawaz Abbas

    Meet the Technical Reviewer

    Nawaz Abbas started his career with Accenture 12 years ago. His journey in the field of Information Technology has given him a chance to explore multiple domains such as Banking, Security, and Consumer sectors, with exposure to various technologies in the field of Big Data and Analytics.

    He likes to be involved in building and designing data pipelines using various Big Data Technologies like PySpark, Databricks, Scala, Java, Kafka, Hive, Airflow, and more. More recently, he has taken on the roles ofa Technical Lead and/or Big Data Engineer. He has worked on various AWS components, including AWS Lambda, SNS, Athena, S3, EC2, Load Balancer, Elastic Beanstalk, ASG, and more.

    As an avid reader, Nawaz likes to remain close to newer technologies and stay connected to the latest industry trends. In his free time, you might find him spending time with his family, traveling, watching soccer, playing cricket, or participating in CSR events.

    Copyright Disclaimer

    Copyright at 2024, Orange Education Pvt Ltd, AVA

    All rights reserved. No part of this book may be reproduced, stored in a retrieval system, or transmitted in any form or by any means, without the prior written permission of the publisher, except in the case of brief quotations embedded in critical articles or reviews. Every effort has been made in the preparation of this book to ensure the accuracy of the information presented. However, the information contained in this book is sold without convincing, either express or implied.

    Neither the author nor Orange Education Pvt Ltd. or its dealers and distributors, will be held liable for any damages caused or alleged to have been caused directly or indirectly by this book.

    Orange Education Pvt Ltd. has endeavored to provide brand information about all of the companies and products mentioned in this book by the appropriate use of capital. However, Orange Education Pvt Ltd. cannot surety the accuracy of this information. The use of general descriptive names, registered names, trademarks, service marks, etc. in this publication does not imply, even in the absence of a specific statement, that such names are exempt from the relevant protective laws and regulations and therefore free for general use.

    First published: February 2024

    Published by: Orange Education Pvt Ltd, AVA

    Publisher ‏ : ‎ Orange Education Pvt Ltd (February 15, 2024)
    Language ‏ : ‎ English
    Paperback ‏ : ‎ 267 pages
    ISBN-10 ‏ : ‎ 8196994788
    ISBN-13 ‏ : ‎ 978-8196994785
    Item Weight ‏ : ‎ 1.03 pounds
    Dimensions ‏ : ‎ 7.5 x 0.64 x 9.25 inches

    Fix today. Protect forever. Secure your devices with the #1 malware removal and protection software
    Are you looking to take your data engineering skills to the next level? Look no further than “Ultimate Data Engineering with Databricks: Develop Scalable Data Pipelines Using Data Engineering’s Core Tenets Such as Delta Tables, Ingestion, Security, and Scalability.”

    In this comprehensive guide, you will learn how to leverage Databricks, a unified analytics platform, to build scalable and efficient data pipelines. From understanding the fundamentals of data engineering to mastering advanced techniques such as Delta tables, ingestion, security, and scalability, this book covers everything you need to know to excel in the field of data engineering.

    Whether you are a beginner looking to get started with data engineering or an experienced professional looking to enhance your skills, “Ultimate Data Engineering with Databricks” has something for everyone. So why wait? Dive into the world of data engineering and unlock the true potential of your data with this essential guide.
    #Ultimate #Data #Engineering #Databricks #Develop #Scalable #Data #Pipelines #Data #Engineerings #Core #Tenets #Delta #Tables #Ingestion #Security #Scalability #English #Edition

  • Cloud Observability with Azure Monitor: A practical guide to monitoring your Azure infrastructure and applications using industry best practices

    Cloud Observability with Azure Monitor: A practical guide to monitoring your Azure infrastructure and applications using industry best practices


    Price: $44.99
    (as of Dec 14,2024 10:14:03 UTC – Details)


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    ASIN ‏ : ‎ B0DJ9447G1
    Publisher ‏ : ‎ Packt Publishing (November 22, 2024)
    Language ‏ : ‎ English
    Paperback ‏ : ‎ 368 pages
    ISBN-10 ‏ : ‎ 1835881181
    ISBN-13 ‏ : ‎ 978-1835881187
    Item Weight ‏ : ‎ 1.74 pounds
    Dimensions ‏ : ‎ 0.93 x 7.5 x 9.25 inches

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    Cloud Observability with Azure Monitor: A practical guide to monitoring your Azure infrastructure and applications using industry best practices

    Monitoring your Azure infrastructure and applications is crucial for ensuring the health, performance, and security of your cloud environment. With Azure Monitor, Microsoft provides a powerful toolset that allows you to gain insights into the behavior of your services and resources, diagnose issues, and optimize performance.

    In this post, we will walk you through the key concepts of cloud observability and show you how to effectively monitor your Azure infrastructure and applications using Azure Monitor.

    1. What is cloud observability?

    Cloud observability is the ability to understand and manage the state of a complex cloud environment by collecting, analyzing, and visualizing telemetry data from various sources such as logs, metrics, and traces. By gaining visibility into the behavior of your systems, you can proactively identify and address issues before they impact your users.

    2. Getting started with Azure Monitor

    To start monitoring your Azure infrastructure and applications, you need to set up Azure Monitor and configure the necessary monitoring agents and data sources. Azure Monitor provides a unified platform for collecting and analyzing telemetry data from Azure resources, applications, and external sources.

    3. Monitoring key metrics and logs

    Azure Monitor allows you to monitor a wide range of metrics and logs from your Azure resources, including virtual machines, databases, storage accounts, and web applications. By setting up monitoring alerts and dashboards, you can keep track of important performance indicators and troubleshoot issues in real-time.

    4. Application performance monitoring (APM)

    In addition to infrastructure monitoring, Azure Monitor provides tools for monitoring the performance of your applications. With Application Insights, you can track key application metrics, diagnose performance bottlenecks, and optimize the user experience.

    5. Implementing industry best practices

    To ensure effective cloud observability, it is important to follow industry best practices for monitoring your Azure infrastructure and applications. This includes setting up centralized logging and monitoring, defining clear monitoring objectives, and establishing robust incident response procedures.

    By following these best practices and leveraging the capabilities of Azure Monitor, you can gain deep insights into the behavior of your Azure environment and proactively manage the health and performance of your cloud services.

    In conclusion, cloud observability is a critical aspect of managing a modern cloud environment, and Azure Monitor provides the tools and capabilities you need to effectively monitor your Azure infrastructure and applications. By following the practical guide outlined in this post, you can optimize the performance, reliability, and security of your cloud services and ensure a seamless user experience.
    #Cloud #Observability #Azure #Monitor #practical #guide #monitoring #Azure #infrastructure #applications #industry #practices

  • The Science Behind Bluetooth Technology and How It Actually Works: A Deep Dive into the Invisible Forces Powering Your Wireless Devices, Quietly … science, engineering, and technology work)

    The Science Behind Bluetooth Technology and How It Actually Works: A Deep Dive into the Invisible Forces Powering Your Wireless Devices, Quietly … science, engineering, and technology work)


    Price: $14.99
    (as of Dec 14,2024 08:53:52 UTC – Details)


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    ASIN ‏ : ‎ B0DJF38DT5
    Publisher ‏ : ‎ Independently published (October 2, 2024)
    Language ‏ : ‎ English
    Paperback ‏ : ‎ 61 pages
    ISBN-13 ‏ : ‎ 979-8340999122
    Item Weight ‏ : ‎ 5.1 ounces
    Dimensions ‏ : ‎ 6 x 0.14 x 9 inches

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    Bluetooth technology has become an integral part of our daily lives, allowing us to connect and communicate wirelessly with a variety of devices. But have you ever stopped to think about how this seemingly magical technology actually works? In this post, we will take a deep dive into the science behind Bluetooth technology and explore the invisible forces that power our wireless devices.

    At its core, Bluetooth technology is based on a radio communication system that operates in the 2.4 GHz frequency range. This frequency was chosen for its ability to penetrate obstacles and provide reliable communication over short distances. When you connect your smartphone to a Bluetooth speaker or your laptop to a wireless mouse, you are essentially establishing a radio link between the two devices.

    But how does this radio link actually work? Bluetooth devices use a technique called frequency hopping spread spectrum (FHSS) to transmit data. This means that the devices constantly change the frequency at which they transmit data, hopping between different channels within the 2.4 GHz frequency range. This helps to reduce interference from other devices operating in the same frequency band and ensures a more stable connection.

    In addition to FHSS, Bluetooth technology also employs a technique called adaptive frequency hopping (AFH). This allows Bluetooth devices to dynamically select the best channels to use based on the level of interference present in the environment. By constantly monitoring the radio spectrum and adjusting their transmission frequencies, Bluetooth devices are able to maintain a strong and reliable connection.

    But the magic of Bluetooth technology doesn’t stop there. In order to establish a connection between two devices, they must first go through a process called pairing. During pairing, the devices exchange a unique identifier called a link key, which is used to encrypt the data being transmitted. This helps to ensure the security and privacy of the communication between the devices.

    So the next time you connect your wireless headphones to your smartphone or transfer files between your laptop and tablet using Bluetooth, remember the invisible forces at work behind the scenes. From radio communication and frequency hopping to adaptive frequency selection and encryption, Bluetooth technology is a marvel of modern science, engineering, and technology. And it’s all happening quietly and seamlessly, making our lives more connected and convenient than ever before.
    #Science #Bluetooth #Technology #Works #Deep #Dive #Invisible #Forces #Powering #Wireless #Devices #Quietly #science #engineering #technology #work

  • Cloud Computing and Services Science: 8th International Conference, CLOSER 2018, Funchal, Madeira, Portugal, March 19-21, 2018, Revised Selected … in Computer and Information Science)

    Cloud Computing and Services Science: 8th International Conference, CLOSER 2018, Funchal, Madeira, Portugal, March 19-21, 2018, Revised Selected … in Computer and Information Science)


    Price: $54.99
    (as of Dec 14,2024 06:54:40 UTC – Details)


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    Publisher ‏ : ‎ Springer; 1st ed. 2019 edition (August 10, 2019)
    Language ‏ : ‎ English
    Paperback ‏ : ‎ 248 pages
    ISBN-10 ‏ : ‎ 3030291928
    ISBN-13 ‏ : ‎ 978-3030291921
    Item Weight ‏ : ‎ 12.5 ounces
    Dimensions ‏ : ‎ 6.1 x 0.56 x 9.25 inches

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    Join us at the 8th International Conference on Cloud Computing and Services Science (CLOSER 2018) in Funchal, Madeira, Portugal on March 19-21, 2018. This conference will bring together researchers, scientists, and industry professionals to discuss the latest advancements in cloud computing and services science.

    The conference will feature keynote speakers, panel discussions, and paper presentations on topics such as cloud computing architectures, cloud security, service-oriented computing, and more. Attendees will have the opportunity to network with peers, share their research, and learn from experts in the field.

    Don’t miss this opportunity to be a part of the cutting-edge research in cloud computing and services science. Stay tuned for the release of the revised selected papers in the conference proceedings, which will be published in the Springer series on Computer and Information Science.

    For more information and to register for the conference, visit the official CLOSER 2018 website. We look forward to seeing you in Funchal, Madeira, Portugal!
    #Cloud #Computing #Services #Science #8th #International #Conference #CLOSER #Funchal #Madeira #Portugal #March #Revised #Selected #Computer #Information #Science

  • Cloud Strategy: A Decision-based Approach to Successful Cloud Migration (Architect Elevator Book Series)

    Cloud Strategy: A Decision-based Approach to Successful Cloud Migration (Architect Elevator Book Series)


    Price: $49.99
    (as of Dec 14,2024 05:30:17 UTC – Details)


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    From the Publisher

    Gregor HohpeGregor Hohpe

    Gregor Hohpe – Cloud Strategist

    IT Decision MakersIT Decision Makers A Resource for IT Decision Makers Enterprise Architects: define and share a balanced cloud strategy Cloud Architects: evaluate cloud architecture trade-offs IT Executives: harvest the full benefits of cloud platforms Business Executives: align organization and technology

    Deep insight in clear language

    Connect business and IT with a cohesive strategy, not buzzwords

    Having seen the technology business from almost every possible angle, I found one thing in common: the giant gap between high-level “strategic” buzzwords and the actual implementation. Sure, you want your business to be digital and agile, but what technologies will get you there? And what organizational changes are needed to realize the technologies’ potential? Rather than propose simplistic recipes, my books provide the reader with mental models to find the best strategy for their organization.

    Mental models instead of simplistic recipes Connecting dots instead of spewing buzzwords Actual experience instead of grand visions Deep insight in an approachable format

    Cloud Strategy: Transformation, Organization, Architecture, Economics

    Turn SidewaysTurn Sideways

    The cloud turns your organization sideways

    Traditional IT maintains a strict separation between infrastructure and application teams: whereas application teams delight customers with functionality, infrastructure teams procure hardware, assure reliable operations, and protect IT assets. The frequent quarrels between the respective teams might hint that maybe not everything is perfect in this setup.

    Workforce MigrationWorkforce Migration

    Retain / Re-Skill / Replace / Retire

    When IT leaders and architects speak about cloud migrations, they usually refer to migrating applications out of their data center. However, a perhaps even bigger challenge is how to migrate your workforce to embrace the cloud operating model and work efficiently in the new environment.

    Enterprise Non-CloudEnterprise Non-Cloud

    Don’t Build an Enterprise Non-Cloud!

    Many enterprises that moved to the cloud have found that not all of their expectations have been met, or at least not as quickly as they would have liked. Although an unclear strategy or inflated expectations can be culprits, in many cases the problems lie closer to home. The migration journey deprived the enterprise of exactly those great properties that the cloud was going to bring them.

    Cloud SavingsCloud Savings

    Cloud Savings Have to Be Earned

    Many cloud initiatives are motivated, and justified, by cost savings. Cost is always a good argument, particularly in traditional organizations, which still view IT as a cost center. And although lower cost is always welcome, once again things aren’t that simple. It’s time to take a closer look at reducing your infrastructure bill.

    ASIN ‏ : ‎ B094RJ9K2C
    Publication date ‏ : ‎ May 11, 2021
    Language ‏ : ‎ English
    File size ‏ : ‎ 19625 KB
    Simultaneous device usage ‏ : ‎ Unlimited
    Text-to-Speech ‏ : ‎ Enabled
    Screen Reader ‏ : ‎ Supported
    Enhanced typesetting ‏ : ‎ Enabled
    X-Ray ‏ : ‎ Not Enabled
    Word Wise ‏ : ‎ Not Enabled
    Print length ‏ : ‎ 343 pages

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    Cloud Strategy: A Decision-based Approach to Successful Cloud Migration (Architect Elevator Book Series)

    In today’s digital age, cloud migration has become a critical component of business transformation. However, the process of moving to the cloud can be complex and challenging, requiring careful planning and execution. In our latest book, “Cloud Strategy: A Decision-based Approach to Successful Cloud Migration,” we provide a comprehensive guide to help architects navigate the cloud migration journey.

    With a focus on decision-making, our book emphasizes the importance of strategy and planning in ensuring a successful cloud migration. We explore key considerations such as defining business objectives, assessing current infrastructure, selecting the right cloud platform, and managing risks and compliance.

    Through real-world case studies and practical insights, we offer a roadmap for architects to develop a cloud strategy that aligns with their organization’s goals and objectives. Whether you are just starting your cloud migration journey or looking to optimize your existing cloud environment, this book will provide you with the tools and knowledge you need to succeed.

    Join us on this transformative journey and learn how to leverage the power of the cloud to drive innovation, agility, and growth in your organization. Order your copy of “Cloud Strategy: A Decision-based Approach to Successful Cloud Migration” today and take your architecture practice to new heights.
    #Cloud #Strategy #Decisionbased #Approach #Successful #Cloud #Migration #Architect #Elevator #Book #Series

  • Cloud Computing and Services Science: Third International Conference, CLOSER 2013, Aachen, Germany, May 8-10, 2013, Revised Selected Papers (Communications in Computer and Information Science, 453)

    Cloud Computing and Services Science: Third International Conference, CLOSER 2013, Aachen, Germany, May 8-10, 2013, Revised Selected Papers (Communications in Computer and Information Science, 453)


    Price: $54.99
    (as of Dec 14,2024 02:45:33 UTC – Details)


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    ASIN ‏ : ‎ 331911560X
    Publisher ‏ : ‎ Springer; 2014th edition (September 25, 2014)
    Language ‏ : ‎ English
    Paperback ‏ : ‎ 140 pages
    ISBN-10 ‏ : ‎ 9783319115603
    ISBN-13 ‏ : ‎ 978-3319115603
    Item Weight ‏ : ‎ 7.5 ounces
    Dimensions ‏ : ‎ 6.1 x 0.33 x 9.25 inches

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    Cloud Computing and Services Science: Third International Conference, CLOSER 2013, Aachen, Germany, May 8-10, 2013, Revised Selected Papers (Communications in Computer and Information Science, 453)

    The field of cloud computing and services science is rapidly evolving, with new technologies and innovations constantly reshaping the landscape. The Third International Conference on Cloud Computing and Services Science (CLOSER 2013) brought together experts from around the world to discuss the latest trends and developments in this field.

    This book, “Revised Selected Papers,” presents a collection of cutting-edge research papers and case studies that were presented at the conference. Covering a wide range of topics, including cloud computing architectures, services science, and cloud security, these papers offer valuable insights into the current state of the art in cloud computing and services science.

    Edited by a team of experts in the field, this volume is a must-read for researchers, practitioners, and students who are interested in staying up to date with the latest advancements in cloud computing and services science. Whether you are a seasoned professional or a newcomer to the field, this book has something to offer for everyone.
    #Cloud #Computing #Services #Science #International #Conference #CLOSER #Aachen #Germany #Revised #Selected #Papers #Communications #Computer #Information #Science

  • Cloud Computing: First International Conference, CloudComp 2009, Munich, Germany, October 19-21, 2009, Revised Selected Papers (Lecture Notes of the … and Telecommunications Engineering, 34)

    Cloud Computing: First International Conference, CloudComp 2009, Munich, Germany, October 19-21, 2009, Revised Selected Papers (Lecture Notes of the … and Telecommunications Engineering, 34)


    Price: $54.99
    (as of Dec 14,2024 01:16:43 UTC – Details)


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    Publisher ‏ : ‎ Springer; 2010th edition (May 11, 2010)
    Language ‏ : ‎ English
    Paperback ‏ : ‎ 298 pages
    ISBN-10 ‏ : ‎ 3642126359
    ISBN-13 ‏ : ‎ 978-3642126352
    Item Weight ‏ : ‎ 1.04 pounds
    Dimensions ‏ : ‎ 6.1 x 0.68 x 9.25 inches

    Fix today. Protect forever. Secure your devices with the #1 malware removal and protection software
    The Cloud Computing industry is rapidly evolving, and the First International Conference, CloudComp 2009, held in Munich, Germany, from October 19-21, 2009, played a crucial role in shaping its future. The conference brought together experts and researchers from around the world to discuss the latest trends, challenges, and opportunities in cloud computing.

    Now, the Revised Selected Papers from the conference have been compiled in the Lecture Notes of the … and Telecommunications Engineering, 34. These papers cover a wide range of topics, including cloud infrastructure, security, data management, and applications. They provide valuable insights and solutions for businesses looking to leverage the power of cloud computing.

    Whether you are a seasoned professional in the field or just starting to explore the possibilities of cloud computing, these papers are a must-read. They offer a comprehensive overview of the current state of the industry and highlight the key advancements that are shaping its future.

    Don’t miss out on this invaluable resource. Get your hands on the Revised Selected Papers from CloudComp 2009 and stay ahead of the curve in the fast-paced world of cloud computing.
    #Cloud #Computing #International #Conference #CloudComp #Munich #Germany #October #Revised #Selected #Papers #Lecture #Notes #Telecommunications #Engineering

  • Cloud Computing: Concepts, Technology & Architecture (The Pearson Service Technology Series from Thomas Erl)

    Cloud Computing: Concepts, Technology & Architecture (The Pearson Service Technology Series from Thomas Erl)


    Price: $37.67
    (as of Dec 13,2024 23:50:02 UTC – Details)


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    ASIN ‏ : ‎ B00CM9V7Q8
    Publisher ‏ : ‎ Pearson; 1st edition (May 2, 2013)
    Publication date ‏ : ‎ May 2, 2013
    Language ‏ : ‎ English
    File size ‏ : ‎ 39737 KB
    Simultaneous device usage ‏ : ‎ Up to 5 simultaneous devices, per publisher limits
    Text-to-Speech ‏ : ‎ Enabled
    Screen Reader ‏ : ‎ Supported
    Enhanced typesetting ‏ : ‎ Enabled
    X-Ray ‏ : ‎ Not Enabled
    Word Wise ‏ : ‎ Not Enabled
    Print length ‏ : ‎ 747 pages

    Customers say

    Customers find the book easy to read and understand, with simple explanations and illustrations. They find the concepts clear and well-written, with useful diagrams. However, opinions differ on the depth – some find it provides a solid overview of cloud computing, while others feel it lacks technical depth and practical insights.

    AI-generated from the text of customer reviews

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    Cloud Computing: Concepts, Technology & Architecture (The Pearson Service Technology Series from Thomas Erl)

    In today’s digital age, cloud computing has become an essential part of how businesses operate and deliver services. This book by Thomas Erl provides a comprehensive overview of cloud computing, covering the concepts, technology, and architecture behind this revolutionary technology.

    From the basics of cloud computing to advanced topics such as cloud security and governance, this book offers a deep dive into the world of cloud computing. With real-world examples and case studies, readers can gain a practical understanding of how cloud computing is transforming the way organizations work.

    Whether you are a beginner looking to understand the fundamentals of cloud computing or an experienced professional wanting to delve deeper into the intricacies of cloud architecture, this book has something for everyone. With insights from industry experts and thought leaders, Cloud Computing: Concepts, Technology & Architecture is a must-read for anyone interested in mastering the principles of cloud computing.

    Get your copy today and unlock the full potential of cloud computing in your organization!
    #Cloud #Computing #Concepts #Technology #Architecture #Pearson #Service #Technology #Series #Thomas #Erl

  • Data Science on AWS: Implementing End-to-End, Continuous AI and Machine Learning Pipelines

    Data Science on AWS: Implementing End-to-End, Continuous AI and Machine Learning Pipelines


    Price: $79.99 – $29.86
    (as of Dec 13,2024 22:18:00 UTC – Details)


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    From the brand

    oreillyoreilly

    Explore more AWS resources

    OreillyOreilly

    Sharing the knowledge of experts

    O’Reilly’s mission is to change the world by sharing the knowledge of innovators. For over 40 years, we’ve inspired companies and individuals to do new things (and do them better) by providing the skills and understanding that are necessary for success.

    Our customers are hungry to build the innovations that propel the world forward. And we help them do just that.

    Publisher ‏ : ‎ O’Reilly Media; 1st edition (May 11, 2021)
    Language ‏ : ‎ English
    Paperback ‏ : ‎ 521 pages
    ISBN-10 ‏ : ‎ 1492079391
    ISBN-13 ‏ : ‎ 978-1492079392
    Item Weight ‏ : ‎ 1.82 pounds
    Dimensions ‏ : ‎ 7 x 1.05 x 9.19 inches

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    Data Science on AWS: Implementing End-to-End, Continuous AI and Machine Learning Pipelines

    In the world of data science, implementing end-to-end, continuous AI and machine learning pipelines is essential for delivering accurate and timely insights. With the vast amount of data being generated every day, organizations need to leverage advanced tools and technologies to extract valuable information from their data.

    One such tool that is widely used in the data science community is Amazon Web Services (AWS). AWS provides a comprehensive suite of services that enable data scientists to build, train, and deploy machine learning models at scale. By leveraging AWS, data scientists can streamline their workflow and focus on developing innovative solutions rather than managing infrastructure.

    To implement end-to-end, continuous AI and machine learning pipelines on AWS, data scientists can follow these steps:

    1. Data Collection: The first step in building a machine learning pipeline is to collect and store the data. AWS offers services like Amazon S3 and Amazon RDS for storing and managing large datasets.

    2. Data Preprocessing: Once the data is collected, it needs to be cleaned and preprocessed before it can be used for training machine learning models. AWS provides services like Amazon SageMaker for data preprocessing and feature engineering.

    3. Model Training: After the data is preprocessed, data scientists can train their machine learning models using AWS SageMaker. SageMaker offers built-in algorithms and tools for training models on large datasets.

    4. Model Deployment: Once the model is trained, it needs to be deployed in a production environment. AWS provides services like Amazon SageMaker hosting for deploying machine learning models as RESTful APIs.

    5. Continuous Integration and Deployment: To ensure that the machine learning pipeline is always up to date, data scientists can use AWS CodePipeline and AWS CodeBuild for continuous integration and deployment.

    By following these steps and leveraging the power of AWS, data scientists can build end-to-end, continuous AI and machine learning pipelines that deliver valuable insights to organizations. With AWS’s scalable infrastructure and advanced tools, data scientists can focus on developing innovative solutions and driving business growth.
    #Data #Science #AWS #Implementing #EndtoEnd #Continuous #Machine #Learning #Pipelines

  • MCA Microsoft Certified Associate Azure Data Engineer Study Guide: Exam DP-203 (Sybex Study Guide)

    MCA Microsoft Certified Associate Azure Data Engineer Study Guide: Exam DP-203 (Sybex Study Guide)


    Price: $60.00
    (as of Dec 13,2024 20:10:08 UTC – Details)


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    Publisher ‏ : ‎ Sybex; 1st edition (September 6, 2023)
    Language ‏ : ‎ English
    Paperback ‏ : ‎ 1008 pages
    ISBN-10 ‏ : ‎ 1119885426
    ISBN-13 ‏ : ‎ 978-1119885429
    Item Weight ‏ : ‎ 3.1 pounds
    Dimensions ‏ : ‎ 7.6 x 2.6 x 9.4 inches

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    Are you looking to become a Microsoft Certified Associate Azure Data Engineer? Look no further than the Sybex Study Guide for Exam DP-203! This comprehensive study guide will help you prepare for the exam and pass with flying colors.

    In this post, we will cover the key topics included in the study guide, as well as provide some tips and tricks for studying effectively. So let’s dive in!

    Key Topics Covered in the Sybex Study Guide:

    1. Understanding Azure data storage solutions
    2. Implementing Azure Data Lake Storage
    3. Implementing Azure SQL Data Warehouse
    4. Managing and developing data processing solutions with Azure Data Factory
    5. Implementing Azure Data Factory

    Tips for Studying Effectively:

    1. Create a study schedule and stick to it. Consistency is key when preparing for an exam.
    2. Use a variety of study materials, such as practice exams, flashcards, and online resources.
    3. Don’t just memorize information – make sure you understand the concepts and can apply them in real-world scenarios.
    4. Take breaks and don’t forget to take care of yourself during the studying process.

    With the help of the Sybex Study Guide for Exam DP-203, you’ll be well on your way to becoming a Microsoft Certified Associate Azure Data Engineer. Good luck with your studies!
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