Tabla de Contenidos: “…Creating a development certificate -- Securing TCP streams -- Next steps -- Chapter 13: The One with the Deployment Dramas -- Technical requirements -- From development to production -- Publishing and file copy -- Publish using Visual Studio -- Publishing using the CLI -- Using Azure DevOps and GitHub -- Deploying to Azure -- Enabling continuous integration in Azure DevOps -- Enabling CI from GitHub -- Building installers with Visual Studio -- Building a simple installer -- Writing a Custom Action -- Incorporating the custom action in the setup -- Using Docker -- Adding Docker support to your background worker -- Deploying your Docker images -- Production-ready Docker repository -- Next steps -- Chapter 14: The One with the Linux Leaps -- Technical requirements -- An overview of Linux -- A short history of Linux -- What is Linux? …”

Tabla de Contenidos: “…-- 6.6 Working with the Azure CLI -- 6.6.1 Installing the Azure CLI -- 6.6.2 Authenticating with Azure -- 6.6.3 Which version of Kubernetes? …”

Tabla de Contenidos: “…Multi-threading with Microsoft R Open distribution -- Parallel machine learning with H2O and R -- Boosting R performance with the data.table package and other tools -- Fast data import and manipulation with the data.table package -- Data import with data.table -- Lightning-fast subsets and aggregations on data.table -- Chaining, more complex aggregations, and pivot tables with data.table -- Writing better R code -- Summary -- Chapter 4: Hadoop and MapReduce Framework for R -- Hadoop architecture -- Hadoop Distributed File System -- MapReduce framework -- A simple MapReduce word count example -- Other Hadoop native tools -- Learning Hadoop -- A single-node Hadoop in Cloud -- Deploying Hortonworks Sandbox on Azure -- A word count example in Hadoop using Java -- A word count example in Hadoop using the R language -- RStudio Server on a Linux RedHat/CentOS virtual machine -- Installing and configuring RHadoop packages -- HDFS management and MapReduce in R - a word count example -- HDInsight - a multi-node Hadoop cluster on Azure -- Creating your first HDInsight cluster -- Creating a new Resource Group -- Deploying a Virtual Network -- Creating a Network Security Group -- Setting up and configuring an HDInsight cluster -- Starting the cluster and exploring Ambari -- Connecting to the HDInsight cluster and installing RStudio Server -- Adding a new inbound security rule for port 8787 -- Editing the Virtual Network's public IP address for the head node -- Smart energy meter readings analysis example - using R on HDInsight cluster -- Summary -- Chapter 5: R with Relational Database Management Systems (RDBMSs) -- Relational Database Management Systems (RDBMSs) -- A short overview of used RDBMSs -- Structured Query Language (SQL) -- SQLite with R -- Preparing and importing data into a local SQLite database -- Connecting to SQLite from RStudio…”

Tabla de Contenidos: “…-- Why do we need to monitor Secure Score? -- Azure secure score in MDC -- Identity secure score in Entra ID -- Microsoft Secure Score in Microsoft Defender XDR -- Understanding your score - how are scores calculated? …”

Tabla de Contenidos: “…-- Benefits of NoSQL databases -- NoSQL versus RDBMS -- The CAP theorem -- The ACID properties -- Data models in NoSQL -- Key-value data stores -- Document store -- Column stores -- Graph stores -- Apache Cassandra -- Installation -- Starting Cassandra -- The Cassandra Query Language - CQL -- The help command -- Basic commands -- Data manipulation -- Creating, altering, and deleting a keyspace -- Creating, altering, and deleting tables -- Inserting, updating, and deleting data -- The MongoDB database -- Installing MongoDB -- Starting MongoDB -- Working on MongoDB -- The help command -- Basic commands -- Data manipulation -- Creating and deleting databases -- Creating and deleting collections -- The create, retrieve, update, delete operations -- Neo4j database -- Installing Neo4j -- Starting Neo4j -- The cypher query language -- Help -- Basic operations in Cypher -- Creating nodes, relationships, and properties -- Updating nodes, relationships, and properties -- Deleting nodes, relationships, and properties -- Reading nodes, relationships, and properties -- Summary -- Chapter 5: Off-the-Shelf Commercial Tools -- Microsoft Azure -- Building a practical application -- Microsoft Azure account -- The Azure Event Hub -- IoT simulation application -- Setting up an Azure Stream Analytics job -- Input -- Query -- Output -- Dashboard in Power BI -- Summary -- Chapter 6: Containerization -- Virtualization -- Hypervisors -- Hardware-based hypervisors -- Software-based hypervisors -- What is containerization? …”

Tabla de Contenidos: “…Aneka Cloud Application Platform and Its Integration with Windows Azure; Bibliography…”

Tabla de Contenidos: “…The benefits of tracking your work -- Transparency -- Accountability -- Prioritization -- Documentation -- Collaboration -- Reporting and analytics -- Potential pitfalls -- JIRA -- The JIRA project life cycle -- A high-level JIRA workflow -- Asana -- The Asana project life cycle -- A high-level Asana workflow -- Azure Work Items -- The Azure Work Items life cycle -- A high-level Azure Work Items workflow -- Using an Azure Work Items workflow with GitHub -- Summary -- Chapter 9: Backing Up Data and Metadata -- Technical requirements -- Why backups should be part of your DevOps process -- The cost of data loss -- Backups limit disruption -- Backups complement development -- Backups protect against errors -- Backups verify releases -- Metadata backups -- Data backups -- The recovery process -- Incident and disaster recovery planning -- Incident response plans -- Disaster recovery plans -- Securing backup data -- Navigating GDPR and CCPA regulations for data backups -- GDPR overview -- Insights into CCPA -- Data retention considerations -- Options for Salesforce backup -- No backups -- Manual exports -- Version control -- Native Salesforce tools -- Purpose-built backup solutions -- Summary -- Chapter 10: Monitoring for Changes -- How to manage your Salesforce environments -- The need for monitoring -- Exploring different kinds of monitoring -- Monitoring metadata -- Why monitor metadata? …”

Tabla de Contenidos: “…How to terminate and clean up the environment -- Summary -- Chapter 5: Collecting All That Data - Strategies and Techniques -- Designing data processing for analytics -- Amazon Kinesis -- AWS Lambda -- AWS Athena -- The AWS IoT platform -- Microsoft Azure IoT Hub -- Applying big data technology to storage -- Hadoop -- Hadoop cluster architectures -- What is a Node? …”

Tabla de Contenidos: “…-- Unsupervised Learning Using K-Means -- How Clustering in K-Means Works -- Implementing K-Means in Python -- Using K-Means in Scikit-learn -- Evaluating Cluster Size Using the Silhouette Coefficient -- Calculating the Silhouette Coefficient -- Finding the Optimal K -- Using K-Means to Solve Real-Life Problems -- Importing the Data -- Cleaning the Data -- Plotting the Scatter Plot -- Clustering Using K-Means -- Finding the Optimal Size Classes -- Summary -- Chapter 11 Using Azure Machine Learning Studio -- What Is Microsoft Azure Machine Learning Studio? …”

Tabla de Contenidos: “…-- Motifs and Discords -- Subsequences and Matches -- Discretizing the Data -- Implementing SAX -- Segmentation and Blocking -- Making SAX Multi-series -- Scoring Outliers -- Test and Website Updates -- Unit and Integration Tests -- Website Updates -- Conclusion -- Part V: Stacking Up to the Competition -- Chapter 18: Configuring Azure Cognitive Services Anomaly Detector -- Gathering Market Intelligence -- Amazon Web Services: SageMaker -- Microsoft Azure: Cognitive Services -- Google Cloud: AI Services -- Configuring Azure Cognitive Services -- Set Up an Account -- Using the Demo Application -- Conclusion -- Chapter 19: Performing a Bake-Off -- Preparing the Comparison…”

Tabla de Contenidos: “…Cover -- Title Page -- Copyright and Credits -- Dedication -- Packt Upsell -- Contributors -- Table of Contents -- Preface -- Chapter 1: Introduction to Google Cloud Platform -- Introduction to cloud computing -- Introducing GCP -- GCP services -- Compute services -- Storage services -- Networking services -- Big data -- Data centers and regions -- Relating AWS and Azure to GCP -- Exploring GCP -- Creating your first project -- Using the command line -- Summary -- Chapter 2: Google Cloud Platform Compute -- Google Compute Engine -- f1-micro bursting machine types -- Mega-memory machine types -- Images -- Creating a VM instance -- Preemptible VM instances -- Live migration -- Instance templates -- Google App Engine -- Kubernetes engine -- Node pools -- Google Cloud Functions -- Summary -- Chapter 3: Google Cloud Platform Storage -- Persistent storage -- Google Cloud Storage buckets -- Google Cloud Spanner -- Google Cloud SQL -- Google Cloud Bigtable -- Summary -- Chapter 4: Google Cloud Platform Networking -- VPC networks -- Routes -- Firewall -- VPC network peering -- Private Google access -- Other networking concepts -- Load balancing -- Google Cloud CDN -- Cloud VPN -- Cloud interconnect -- Summary -- Chapter 5: Google Cloud Platform Containers -- Kubernetes concepts -- Administering a cluster -- Configuring cluster networking -- Multi-zone clusters -- Preemptible instances -- Summary -- Chapter 6: Google Cloud Platform Operations -- Stackdriver monitoring and logging -- Logging -- Stackdriver error reporting -- Stackdriver debugger -- Stackdriver profiler -- Stackdriver Trace -- Summary -- Chapter 7: Google Cloud Platform Identity and Security -- Infrastructure and cloud platform security -- Identity and access management -- Key management service -- Cloud security scanner -- Data loss prevention -- Security keys -- Summary…”

Tabla de Contenidos: “…Le bateau ivre / Rimbaud 22. L'azur / Mallarmé 23. Heureux qui, comme Ulysse / Du Bellay 24. …”

Tabla de Contenidos: “…Option 1: Using an out-of-the-box toolkit for Azure AI Services -- Getting Started with AzureCognitiveServicesToolkit -- Setting up the toolkit -- Leveraging a single tool -- Leveraging multiple tools -- Building an end-to-end application for invoice analysis -- Option 2: Combining single tools into one agent -- YouTube tools and Whisper -- DALL·E and text generation -- Putting it all together -- Option 3: Hard-coded approach with a sequential chain -- Comparing the three options -- Developing the front-end with Streamlit -- Summary -- References -- Chapter 11: Fine-Tuning Large Language Models -- Technical requirements -- What is fine-tuning? …”

Tabla de Contenidos: “…. -- There's more... -- Consuming Windows Azure Cloud Services (Medium) -- Getting started -- How to do it... -- There's more... -- Responding to security incidents (Advanced) -- Getting ready -- How to do it... -- Monitoring your server's operation (Medium) -- Getting ready -- How it works... -- How to do it... -- Optimizing your solution performance (Advanced) -- Getting started -- How to do it... -- There's more...…”

Tabla de Contenidos: “…Attack and Penetration Testing -- Monitoring and Logging -- Ongoing Refinements -- Architectural Principles -- Resiliency -- Statelessness -- Parallelization -- Latency -- Automated Scaling -- Implement and Integrate Solutions -- Application Integration -- Identity Management -- Cross-Premises Integration -- Data Integration -- Testing -- Operate in the Cloud -- Support -- Management -- Monitoring -- Business Continuity and Disaster Recovery -- Measure Success -- Summary -- Epilogue: Emerging Markets and the Cloud -- Explosive Economic Growth -- The Opportunity: Leapfrogging Legacy Technology -- Case Studies -- Case Study: redBus.in, Riding the Cloud Bus -- Case Study: Infosys, "Cloudvolution" -- Case Study: India Department of Income Tax, e-Governance -- Case Study: Microsoft, Windows Azure Sandbox -- Emerging Market Challenges -- Summary -- Glossary -- Index -- About the Authors…”

Tabla de Contenidos: “…The View Models -- Completing the Game -- Part III: Cloud Programming -- Chapter 16: Basic Cloud Programming -- The Cloud, Cloud Computing, and the Cloud Optimized Stack -- Cloud Patterns and Best Practices -- Using Microsoft Azure C# Libraries to Create a Storage Container -- Creating an ASP.NET 4.6 Web Site That Uses the Storage Container -- Chapter 17: Advanced Cloud Programing and Deployment -- Creating an ASP.NET Web API -- Deploying and Consuming an ASP.NET Web API on Microsoft Azure -- Scaling an ASP.NET Web API on Microsoft Azure -- Part IV: Data Access -- Chapter 18: Files -- File Classes for Input and Output -- The File and Directory Classes -- The FileInfo Class -- The DirectoryInfo Class -- Path Names and Relative Paths -- Streams -- Classes for Using Streams -- The FileStream Object -- The StreamWriter Object -- The StreamReader Object -- Asynchronous File Access -- Reading and Writing Compressed Files -- Monitoring the File System -- Chapter 19: XML and JSON -- XML Basics -- JSON Basics -- XML Schemas -- XML Document Object Model -- The XmlDocument Class -- The XmlElement Class -- Changing the Values of Nodes -- Converting XML to JSON -- Searching XML with XPath -- Chapter 20: LINQ -- LINQ to XML -- LINQ to XML Functional Constructors -- Working with XML Fragments -- LINQ Providers -- LINQ Query Syntax -- Declaring a Variable for Results Using the var Keyword -- Specifying the Data Source: from Clause -- Specify Condition: where Clause -- Selecting Items: select Clause -- Finishing Up: Using the foreach Loop -- Deferred Query Execution -- LINQ Method Syntax -- LINQ Extension Methods -- Query Syntax versus Method Syntax -- Lambda Expressions -- Ordering Query Results -- Understanding the orderby Clause -- Querying a Large Data Set -- Using Aggregate Operators -- Using the Select Distinct Query -- Ordering by Multiple Levels…”

Tabla de Contenidos: “…Cover -- Title Page -- Copyright and Credits -- Packt Upsell -- Contributors -- Table of Contents -- Preface -- Chapter 1: REST - What You Did Not Know -- REST fundamentals -- Principle 1 - Everything is a resource -- Principle 2 - Each resource is identifiable by a unique identifier -- Principle 3 - Manipulate resources via standard HTTP methods -- Principle 4 - Resources can have multiple representations -- Principle 5 - Communicate with resources in a stateless manner -- The REST goals -- Separation of the representation and the resource -- Visibility -- Reliability -- Scalability and performance -- Working with WADL -- Documenting RESTful APIs with Swagger -- Taking advantage of the existing infrastructure -- Summary -- Chapter 2: Getting Started with Node.js -- Installing Node.js -- Npm -- Installing the Express framework and other modules -- Setting up a development environment -- Handling HTTP requests -- Modularizing code -- Testing Node.js -- Working with mock objects -- Deploying an application -- Nodejitsu -- Microsoft Azure -- Heroku -- Self-test questions -- Summary -- Chapter 3: Building a Typical Web API -- Specifying the API -- Implementing routes -- Querying the API using test data -- Content negotiation -- API versioning -- Self-test questions -- Summary -- Chapter 4: Using NoSQL Databases -- MongoDB - a document store database -- Database modeling with Mongoose -- Testing a Mongoose model with Mocha -- Creating a user-defined model around a Mongoose model -- Wiring up a NoSQL database module to Express -- Self-test questions -- Summary -- Chapter 5: Restful API Design Guidelines -- Endpoint URLs and HTTP status codes best practices -- Extensibility and versioning -- Linked data -- Summary -- Chapter 6: Implementing a Full Fledged RESTful Service -- Working with arbitrary data -- Linking -- Implementing paging and filtering…”

Tabla de Contenidos: “…""Commercial Shared-Hosting Services""""Hosting Scalability""; ""Users, Groups, and Permissions""; ""Cloud Servers""; ""Amazon Elastic Beanstalk""; ""Amazon EC2""; ""Microsoft Azure""; ""Rackspace""; ""Google App Engine""; ""Cloud Server Wrap-up""; ""Installing New Versions""; ""Doing It Wrong""; ""Doing It Right""; ""Chapter Summary""; ""Chapter 4: The Database""; ""Relational Databases""; ""SQL""; ""Some History""; ""SQL Statements""; ""What a Select Statement Does""; ""Joining Tables""; ""Expressions and Stored Procedures""; ""Further Reading About SQL""; ""Entity-Relationship Modeling""…”

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