“…Prerequisites include: Basic awareness of Amazon Simple Storage Service (S3), Elastic Compute Cloud (EC2), and Amazon Elastic MapReduce; as well as some knowledge of ML concepts like classification and regression analysis, model types, training and performance measures; and a general understanding of Python. …”

“…The course begins with a general overview of Cloud Computing and Amazon Web Services, followed by in-depth review and demonstrations of services relevant to developers, including EC2, S3, Lambda, VPC, SNS, IAM, and RDS & DynamoDB. …”

“…Author and mobile applications developer Abhishek Mishra shows you how to create IAM accounts and try out some of the most popular services, including EC2, Lambda, Mobile Analytics, Device Farm, and more. …”

“…Storage and CDN services in Amazon cloud - AWS S3, EBS, EFS, CloudFront About This Video Comprehend the AWS architecture and implement its services Distinguish the different AWS storage services, and use them competently for your business needs Utilize S3 and its capabilities to host a static website, and configure and upload files in any format Use EBS as a persistent storage mechanism for your EC2 instances, with its capabilities like—flexibility and scalability, and Employ the CloudFront CDN to update, monitor and deliver selective content across the world, based on your requirements. …”

“…Leverage globally distributed data centers to launch virtual machines with EC2 Store and archive large volumes of data with EBS, S3, and EFS Persist and query data with highly available and scalable database systems with RDS and DynamoDB Enhance performance with caching data in-memory with ElastiCache and MemoryDB Use Infrastructure as Code to automate your cloud infrastructure Secure workloads running in the cloud with VPC and IAM Build fault-tolerant web applications with ALB and SQS Automate common sysadmin tasks with Lambda, CLI, and SDK Build cloud-native applications based on containers with AppRunner, ECS, Fargate Thousands of developers have chosen Amazon Web Services in Action: An in-depth guide to AWS to help them succeed with the AWS cloud. …”

“…The work goes on to explore whether there are fields in which the European Community might enact directly applicable criminal penalties in the form of EC regulations and also examines related doctrinal concerns considered by the Court of Justice in its earlier case law on the interface between EC law and national criminal law. …”

Tabla de Contenidos: “…-- A very British vision of détente : the United Kingdom's foreign policy during the Helsinki Process, 1969-1975 / Martin D. Brown -- The EC Nine's vision and attempts at ending the Cold War / Angela Romano -- V. …”

Tabla de Contenidos: “…MariaDB with R on a Amazon EC2 instance -- Preparing the EC2 instance and RStudio Server for use -- Preparing MariaDB and data for use -- Working with MariaDB from RStudio -- PostgreSQL with R on Amazon RDS -- Launching an Amazon RDS database instance -- Preparing and uploading data to Amazon RDS -- Remotely querying PostgreSQL on Amazon RDS from RStudio -- Summary -- Chapter 6: R with Non-Relational (NoSQL) Databases -- Introduction to NoSQL databases -- Review of leading non-relational databases -- MongoDB with R -- Introduction to MongoDB -- MongoDB data models -- Installing MongoDB with R on Amazon EC2 -- Processing Big Data using MongoDB with R -- Importing data into MongoDB and basic MongoDB commands -- MongoDB with R using the rmongodb package -- MongoDB with R using the RMongo package -- MongoDB with R using the mongolite package -- HBase with R -- Azure HDInsight with HBase and RStudio Server -- Importing the data to HDFS and HBase -- Reading and querying HBase using the rhbase package -- Summary -- Chapter 7: Faster than Hadoop - Spark with R -- Spark for Big Data analytics -- Spark with R on a multi-node HDInsight cluster -- Launching HDInsight with Spark and R/RStudio -- Reading the data into HDFS and Hive -- Getting the data into HDFS -- Importing data from HDFS to Hive -- Bay Area Bike Share analysis using SparkR -- Summary -- Chapter 8: Machine Learning Methods for Big Data in R -- What is machine learning? …”

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Texto completo en Odilo

Texto completo en Odilo

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Tabla de Contenidos: “…Binary classification using LogisticRegression with Pipeline APIClustering using K-means; Feature reduction using principal component analysis; Chapter 6: Scaling Up; Introduction; Building the Uber JAR; Submitting jobs to the Spark cluster (local); Running the Spark Standalone cluster on EC2; Running the Spark Job on Mesos (local); Running the Spark Job on YARN (local); Chapter 7: Going Further; Introduction; Using Spark Streaming to subscribe to a Twitter stream; Using Spark as an ETL tool; Using StreamingLogisticRegression to classify a Twitter stream using Kafka as a training stream…”

Tabla de Contenidos: “…-- Summary -- Chapter 2: Installation -- System requirements for Magento 2 -- Local installation in your computer -- Getting the Magento code base -- Setup Wizard installation -- Command-line installation -- How to choose the right hosting provider -- Managed servers -- Self-managed servers -- Installing Magento in Amazon EC2 -- Setting up the Amazon AWS account -- Creating the Amazon EC2 instance -- Preparing the Amazon instance for Magento 2 -- Summary -- Chapter 3: Migration -- Reviewing the current store and preparing a migration plan -- Code audit -- Modified Magento core -- Business logic in templates -- Third-party extensions -- Custom extensions -- Unused extensions -- Custom JavaScript -- Migration requirements -- Using the Data Migration Tool -- Compatible versions -- Migration process -- Summary -- Chapter 4: Creating Your First Product, Images, Inventory, and Prices -- Adding your first product -- Working with images -- Working with Magento's pricing possibilities -- Summary -- Chapter 5: Attribute Sets and Custom Attributes -- Product attributes -- Creating a product attribute -- Attribute sets -- Associating attribute sets with products -- Summary -- Chapter 6: Product Types -- Introduction to the different product types in Magento -- Simple products -- Configurable products -- Grouped Product -- Bundle Product…”

Tabla de Contenidos: “…-- Installing Terraform -- Terraform basic commands -- The init command -- The plan command -- The destroy command -- Coding in Terraform -- Providers -- Terraform examples -- Pulling from GitHub Packages -- AWS EC2 setup -- Deploying to ECS with a load balancer -- Summary -- Index -- Other Books You May Enjoy…”