“…What you will learn Understand the benefits of being a Google Certified Professional Cloud Architect Find out how to enroll for the Professional Cloud Architect exam Master the compute options in GCP Explore security and networking options in GCP Get to grips with managing and monitoring your workloads in GCP Understand storage, big data, and machine learning services Become familiar with exam scenarios and passing strategies Who this book is for If you are a cloud architect, cloud engineer, administrator, or any IT professional looking to learn how to implement Google Cloud services in your organization and become a GCP Certified Professional Cloud Architect, this book is for you. …”

“…What You Will Learn Get data into your R environment and prepare it for analysis Perform exploratory data analyses and generate meaningful visualizations of the data Generate various plots in R using the basic R plotting techniques Create presentations and learn the basics of creating apps in R for your audience Create and inspect the transaction dataset, performing association analysis with the Apriori algorithm Visualize associations in various graph formats and find frequent itemset using the ECLAT algorithm Build, tune, and evaluate predictive models with different machine learning packages Incorporate R and Hadoop to solve machine learning problems on big data In Detail The R language is a powerful, open source, functional programming language. …”

“…Build high-performing, real-time, adaptive predictive models for batch- and stream-based big data learning using the latest tools and methodologies. …”

“…What you will learn Perform advanced querying techniques such as indexing and expressions Configure, monitor, and maintain a highly scalable MongoDB environment Master replication and data sharding to optimize read/write performance Administer MongoDB-based applications on premises or on the cloud Integrate MongoDB with big data sources to process huge amounts of data Deploy MongoDB on Kubernetes containers Use MongoDB in IoT, mobile, and serverless environments Who this book is for This book is ideal for MongoDB developers and database administrators who wish to become successful MongoDB experts and build scalable and fault-tolerant applications using MongoDB. …”

“…SAP Data Services also enables you to move, improve, govern, and unlock big data. This book will lead you through the SAP Data Services environment to efficiently develop ETL processes. …”

“…In a world where understanding big data has become key, by mastering R you will be able to deal with your data effectively and efficiently. …”

“…La force de cet ouvrage, à la croisée de la sociologie économique, du droit, des sciences politiques et de l'informatique, est de poser les bases d'une sociologie politique des données et du numérique, visant à dépasser et déconstruire les mythes et les croyances véhiculées par le big data."--Page 4 of cover…”

“…You will also understand the key capabilities of Amazon SageMaker such as wrangling big data, discovering topics in text collections, and classifying images. …”

“…What you will learn Create and deploy AppExchange packages and manage upgrades Understand Enterprise Application Architecture patterns Customize mobile and desktop user experience with Lightning Web Components Manage large data volumes with asynchronous processing and big data strategies Implement Source Control and Continuous Integration Add AI to your application with Einstein Use Lightning External Services to integrate external code and data with your Lightning Application Who this book is for This book is for Light..…”

“…Apache Avro is one of the most powerful and most popular fast data serialisation mechanism with Apache Kafka: Schema is a first class citizen of the data; data serialisation format that is lightweight; documentation is embedded in the schema; easy to read and write using many languages; fast and big data de-facto data serialisation format. Confluent schema registry for Apache Kafka is the de-facto standard way of storing Avro schemas for your Apache Kafka topics: Stores a versioned history of all your schemas in Apache Kafka; supports and enforces conditions for schema evolution (backward, forward, full compatibility): Kafka Avro serialiser and deserialiser automatically integrate with Apache Kafka and confluent schema registry; make your messages much smaller and lighter! …”

“…Readers will learn: Why group practices provide not only better--but cheaper--care Why collaborative medicine is more effective How big data can be harnessed to improve the quality of care and lower costs How cooperative practices can be the wellspring of innovation Why empathy is crucial to better patient outcomes Why wellness of both mind and body depends on healthcare, not sickcare How care is best provided in different settings for greater comfort and value How tailor-made care treats a person instead of a disease At its core is Cleveland Clinic's emphasis on patient care and patient experience. …”

“…Morace outlines the strategic steps every leader must take in order to compete in today's constantly shifting business landscape: Learn about the newest social and related technologies (such as mobile, the cloud, and big data) and the capabilities they offer. Enact the behavioral changes within your company that will enable these capabilities to be incorporated into day-to-day operations. …”

“…What you will learn Master core Python data structures, algorithms, and design patterns Implement object-oriented designs and functional programming features Use type matching and annotations to make more expressive programs Create useful data visualizations with Matplotlib and Pyplot Manage project dependencies and virtual environments effectively Follow best practices for code style and testing Create clear and trustworthy documentation for your projects Who this book is for This Python book is for web developers, programmers, enterprise programmers, engineers, and big data scientists. If you are a beginner, this book offers helpful details and design patterns for learning Python. …”

“…Sont ainsi convoqués tour à tour Arendt et le droit européen, Kant et le droit pénal, les indicateurs de prospérité et le droit du travail, les finances publiques et l’intime, les big data et le droit des marchés publics, les communs et le droit subjectif. …”

“…What You Will Learn Take an in-depth look at what's new with AWS, along with how to effectively manage and automate your EC2 infrastructure with AWS Systems Manager Deploy and scale your applications with ease using AWS Elastic Beanstalk and Amazon Elastic File System Secure and govern your environments using AWS CloudTrail, AWS Config, and AWS Shield Learn the DevOps way using a combination of AWS CodeCommit, AWS CodeDeploy, and AWS CodePipeline Run big data analytics and workloads using Amazon EMR and Amazon Redshift Learn to back up and safeguard your data using AWS Data Pipeline Get started with the Internet of Things using AWS IoT and AWS Greengrass In Detail Many businesses are moving from traditional data centers to AWS because of its reliability, vast service offerings, lower costs, and high rate of innovation. …”

“…Advancements in powerful hardware, such as GPUs, software frameworks such as PyTorch, Keras, Tensorflow, and CNTK along with the availability of big data have made it easier to implement solutions to problems in the areas of text, vision, and advanced analytics. …”

“…OpenStack Open Source Cloud software is one of the most used cloud infrastructures to support a wide variety of use cases, from software development to big data analysis. It is developed by a thriving community of individual developers from around the globe and backed by most of the leading players in the cloud space today. …”

“…You'll work with both traditional (ETL and OLAP) and modern data practices (big data and advanced analytics) in the cloud and finally get to grips with cloud native security. …”

“…This Learning Path includes content from the following Packt products: AWS Administration: The Definitive Guide, Second Edition by Yohan Wadia AWS Administration Cookbook by Rowan Udell, Lucas Chan Mastering AWS Lambda by Yohan Wadia, Udita Gupta What you will learn Explore the benefits of serverless computing and applications Deploy apps with AWS Elastic Beanstalk and Amazon Elastic File System Secure environments with AWS CloudTrail, AWSConfig, and AWS Shield Run big data analytics with Amazon EMR and Amazon Redshift Back up and safeguard data using AWS Data Pipeline Create monitoring and alerting dashboards using CloudWatch Effectively monitor and troubleshoot serverless applications with AWS Design serverless apps via AWS Lambda, DynamoDB, and API Gateway Who this book is for This Learning Path is specifically designed for IT system and network administrators, AWS architects, and DevOps engineers who want to effectively implement AWS in their organization and easily manage daily activities. …”

“…The second industry project analyses social media trends, exploring big data issues and AI approaches to natural language processing. …”