Materias: “…Amazon Web Services (Firm)…”

Tabla de Contenidos: “…Table of Contents Getting Started with Machine Learning Using Amazon SageMaker Building and Using your own Algorithm Container Image Using Machine Learning and Deep Learning Frameworks with Amazon SageMaker Preparing, Processing, and Analyzing the Data Effectively Managing Machine Learning Experiments Automated Machine Learning in Amazon SageMaker Working with SageMaker Feature Store, SageMaker Clarify, and SageMaker Model Monitor Solving NLP, Image Classification, and Time-Series Forecasting Problems with Built-in Algorithms Managing Machine Learning Workflows and Deployments…”

Tabla de Contenidos: “…Table of Contents An Overview of Amazon EMR Exploring the Architecture and Deployment Options Common Use Cases and Architecture Patterns Big Data Applications and Notebooks Available in Amazon EMR Setting Up and Configuring EMR Clusters Monitoring, Scaling, and High Availability Understanding Security in Amazon EMR Understanding Data Governance in Amazon EMR Implementing Batch ETL Pipeline with Amazon EMR and Apache Spark Implementing Real-Time Streaming with Amazon EMR and Spark Streaming Implementing UPSERT on S3 Data Lake with Apache Spark and Apache Hudi Orchestrating Amazon EMR Jobs with AWS Step Functions and Apache Airflow/MWAA Migrating On-Premises Hadoop Workloads to Amazon EMR Best Practices and Cost Optimization Techniques…”

Tabla de Contenidos: “…IAM Managed PoliciesIAM Permissions Editor; Summary; Chapter 2: Working with AWS OpsWorks; Understanding OpsWorks; Allocating Resources; Regions and Availability Zones; Additional IAM Roles; Instance Role; Service Role; The OpsWorks Environment; The OpsWorks Dashboard; Stacks; Amazon Linux; Amazon Machine Images; Instance vs. …”

Materias: “…Amazon.com (Firm)…”

“…In this Amazon Web Services - Simple Storage Service training course, expert author Kim Fowler teaches you how to use S3 from the Amazon Web Services console. …”

“…In this Introduction to Cloud Computing with Amazon Web Services training course, expert author Mark Nunnikhoven will teach you about AWS and how to deploy a web application in AWS. …”

Materias: “…Amazon.com (Firm) Computer network resources…”

Tabla de Contenidos: “…Part 1: Hosting a Static Website in Amazon Web Services -- Chapter 1: Static Content Scenario -- Chapter 2: Introduction to AWS Free Tier -- Chapter 3: Your Content Solution: An Introduction to AWS S3 -- Chapter 4: Setting Up Your Website Content and Domain -- Chapter 5: Next Level Static Content Hosting -- Chapter 6: Logging and Monitoring -- Part 2: Hosting a Platform / CMS Website in Amazon Web Services -- Chapter 7: Platform / CMS Website Scenario -- Chapter 8: Architecture of a CMS Website -- Chapter 9: Static and Dynamic Storage Options in AWS -- Chapter 10: Database Services in AWS -- Chapter 11: Building the Infrastructure -- Chapter 12: Updating the Stack -- Part 3: Hosting a Platform / CMS Website in Amazon Web Services -- Chapter 13: Building Upon Your Foundation -- Chapter 14: Enterprise Website Scenario -- Chapter 15: EC2 Resources at Scale -- Chapter 16: Content Lifecycles, Management and Backup -- Chapter 17: Extending Your Reach with Workflow Services and Development Tools -- Chapter 18: AWS Security and Securing Website Communication -- Chapter 19: AWS Enterprise Applications -- Chapter 20: Appendix: Additional Resources…”

Tabla de Contenidos: “…Table of Contents Introducing Deep Learning with Amazon SageMaker Deep Learning Frameworks and Containers on SageMaker Managing SageMaker Development Environment Managing Deep Learning Datasets Considering Hardware for Deep Learning Training Engineering Distributed Training Operationalizing Deep Learning Training Considering Hardware For Inference Implementing Model Servers Operationalizing Inference Workloads…”

Materias: “…Amazon Web Services (Firm)…”

Tabla de Contenidos: “…Cover -- Title page -- Copyright -- Dedication -- Foreword -- Contributors -- Table of Contents -- Preface -- Part 1: Redshift Overview: Getting Started with Redshift Serverless and an Introduction to Machine Learning -- Chapter 1: Introduction to Amazon Redshift Serverless -- What is Amazon Redshift? …”

Tabla de Contenidos: “…Chapter 1: AWS Architecture Overview -- Chapter 2: Getting Started -- Chapter 3: Basic Instance Management -- Chapter 4: Elastic Block Storage -- Chapter 5: Virtual Private Cloud -- Chapter 6: Advanced Instance Management -- Chapter 7: Amazon Machine Images -- Chapter 8: Monitoring and High Availability -- Chapter 9: Identity and Access Management -- Chapter 10: Relational Database Service -- Chapter 11: Simple Storage Service -- Chapter 12: AWS Directory Service -- Chapter 13: Amazon WorkSpaces and Amazon AppStream 2.0 -- Chapter 14: Amazon WorkDocs -- Chapter 15: Systems Manager Basics -- Chapter 16: Systems Manager: Run Command, Automation, and State Manager -- Chapter 17: Systems Manager: Inventory and Patch Manager -- Chapter 18: Lambda with PowerShell -- …”

Tabla de Contenidos: “…Hands-On Artificial Intelligence on Amazon Web Services: Decrease the time to market for AI and ML applications with the power of AWS…”

Materias: “…Amazon Web Services (Firm)…”

“…This is a hands-on course where Amazon Web Services pro Frank Kane shows you how to rent Amazon's Elastic MapReduce service (EMR) at minimal cost and use it to run Spark scripts on top of a real Hadoop cluster. …”

Tabla de Contenidos: “…Securing the Public SubnetSecuring the Private Subnet; Managing DHCP; Summary; Chapter 6: Advanced Instance Management; Managing Security Groups; Displaying Security Groups; Adding and Removing Rules; Launching Instances into a VPC; Managing Elastic IP Addresses; Managing Private IPs; Managing Elastic Network Interfaces; Summary; Chapter 7: Amazon Machine Images; Working with Scripted Builds and Prepared Images; Listing AMIs; Limiting the Number of Instance Results; Finding an Instance by Name; Locating the Most Common Images; Introducing the EC2Config Service…”

Tabla de Contenidos: “…Cover -- Title Page -- Copyright and Credits -- Contributors -- Table of Contents -- Preface -- Part 1 - Introduction to Machine Learning on Amazon SageMaker Studio -- Chapter 1: Machine Learning and Its Life Cycle in the Cloud -- Technical requirements -- Understanding ML and its life cycle -- An ML life cycle -- Building ML in the cloud -- Exploring AWS essentials for ML -- Compute -- Storage -- Database and analytics -- Security -- Setting up an AWS environment -- Summary -- Chapter 2: Introducing Amazon SageMaker Studio -- Technical requirements -- Introducing SageMaker Studio and its components -- Prepare -- Build -- Training and tuning -- Deploy -- MLOps -- Setting up SageMaker Studio -- Setting up a domain -- Walking through the SageMaker Studio UI -- The main work area -- The sidebar -- Hello world!" …”