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: “…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""…”

Tabla de Contenidos:

Tabla de Contenidos:

Tabla de Contenidos: “…Common firewall features and security assessment approaches -- An example -- introducing Healthy Bones Health Services -- Example -- Palo Alto PAN-OS -- its capabilities and auditing techniques -- Navigating the PAN-OS interface -- Best practices in NGFW configuration and management -- Common NGFW Pitfalls -- Audit best practices -- Summary -- Chapter 5: Cloud Security Auditing -- Introduction to cloud security auditing -- Understanding the cloud service models -- Impact of a cloud model on cloud security auditing -- Challenges in cloud auditing -- Auditing in Microsoft Azure…”

Tabla de Contenidos: “…WINDOWS IDENTITY FOUNDATION (WIF)Chapter 10: Windows Azure Platform AppFabric; GETTING STARTED WITH THE SERVICE BUS AND ACCESS CONTROL; PLAYING WITH THE SERVICE BUS; THE RELAY SERVICE; WCF RELAY BINDINGS; PLAYING WITH THE ACCESS CONTROL SERVICE (ACS); Chapter 11: Creating a SOA Case; THE REQUIREMENTS FOR THE CASE; SETTING UP THE SOLUTION; CREATING THE INTERFACES; CREATING THE SERVICES; CREATING THE HOST; CREATING THE DATABASE; IMPLEMENTING THE SERVICE; EXPOSING METADATA; CREATING THE CARMANAGEMENT CLIENT; CREATING THE RENTALAPPLICATION; ADDING CORRECT ERROR HANDLING; IMPERSONATING THE CLIENT…”

Tabla de Contenidos: “…; ""Summary""; ""Chapter 3: Applications for the Cloud""; ""Case Study of Storm: A Data-Driven, Cloud-Based Solution""; ""Case Study of iCloud: Storm Manager App""; ""Case Study of Azure: Grocery Store Customer Application""; ""Case Study of MySQL: Storm Point of Sale Application""…”

Tabla de Contenidos: “…-- Kubernetes -- a container orchestration tool -- OpenShift -- AWS EKS -- Azure Kubernetes Service (AKS) -- VMware Tanzu Kubernetes Grid (TKG) -- HashiCorp Nomad…”

Tabla de Contenidos: “…Creating a Login System -- Login Systems -- Cookies -- MD5 -- Other Technologies You Should Know About -- Open Source -- GIT -- Azure/Amazon Cloud Providers -- Docker -- NoSQL -- JIRA -- WordPress -- Summary -- Part III: Landing Your First Role -- Chapter 10: Your First Job -- Creating a Portfolio -- Networking and Volunteering -- Freelancing -- Writing a Good Resume -- Finding and Applying for a Job -- Interviews -- Summary -- Chapter 11: Working on a Team -- Team Structure -- The Lifecycle of a Feature -- How You Develop -- Summary -- Chapter 12: Project Management Methods -- The Agile Methodology -- Summary -- Part IV: In Summary -- Chapter 13: Conclusions -- References -- Index…”

Tabla de Contenidos: “…-- Alternative Strategies for the Optimal Combination of GNSS and Classical Geodetic Networks: A Case-study in Greece -- A Concept of Precise VLBI/GNSS Ties with Micro-VLBI -- Status of the SIRGAS Reference Frame: Recent Developments and New Challenges -- A Review of Space Geodetic Technique Seasonal Displacements Based on ITRF2020 Results -- Validation of Reference Frame Consistency of GNSS Service Products -- Intra-Technique Combination of VLBI Intensives and Rapid Data to Improve the Temporal Regularity and Continuity of the UT1-UTC Series -- Automatic Determination of the SLR Reference Point at Côte d’Azur Multi-technique Geodetic Observatory -- The K-band (24 GHz) Celestial Reference Frame Determined from Very Long Baseline Interferometry Sessions Conducted over the Past 20 Years -- VGOS VLBI Intensives Between macgo12m and wettz13s for the Rapid Determination of UT1-UTC -- Correcting Non-tidal Surface Loading in GNSS repro3 and Comparison with ITRF2020 -- Upgrading the Metsähovi Geodetic Research Station -- Assessing the Potential of VLBI Transmitters on Next Generation GNSS Satellites for Geodetic Products -- Potential of Lunar Laser Ranging for the Determination of Earth Orientation Parameters…”

Tabla de Contenidos: “…-- Investigating Grafana -- Installing the Grafana agent -- Configuring Grafana data sources and data sinks -- Grafana dashboards -- Reports and alerts -- Alternative infrastructure monitoring tools -- Nagios -- New Relic -- AWS CloudTrail and CloudWatch -- Microsoft Azure Monitor -- Summary -- Index…”

Tabla de Contenidos: “…Cover -- Title Page -- Copyright and Credits -- Contributors -- Table of Contents -- Preface -- Part 1: Introduction to Microsoft 365 -- Chapter 1: Getting Started with Microsoft 365 Security and Compliance -- Technical requirements -- Introduction to Microsoft 365 offers, plans, and licenses -- Microsoft 365 plans and components -- Microsoft 365 licensing -- Introduction to Microsoft 365 security -- Introduction to Microsoft 365 compliance -- Summary -- Chapter 2: The Role of Microsoft Entra ID in Microsoft 365 Security -- Technical requirements -- Microsoft Entra ID plans and features -- Microsoft Entra ID roles and groups -- Azure roles, or Azure RBAC roles -- Microsoft Entra ID roles -- Classic roles -- Microsoft 365 roles in Microsoft Entra ID -- Best practices for roles -- Microsoft 365 groups -- Microsoft Entra ID Protection -- Summary -- Part 2: Microsoft 365 Security -- Chapter 3: Microsoft Defender for Office 365 -- Technical requirements -- Getting started with Microsoft Defender for Office 365 -- Protecting assets with Microsoft Defender for Office 365 -- Quarantine policy -- Anti-phishing -- Anti-spam -- Anti-malware -- Safe Attachment -- Safe Links -- Rules -- Attack simulation training -- Responding to alerts and mitigating threats -- Summary -- Chapter 4: Microsoft Defender for Endpoint -- Introducing Microsoft Defender for Endpoint -- Technical and license requirements -- Configuring Microsoft Defender for Endpoint -- Microsoft Defender Vulnerability Management dashboard -- Microsoft Defender for Endpoint Device inventory -- Windows devices -- Configuring advanced features in Microsoft Defender for Endpoint -- Security recommendations -- The Microsoft Defender for Endpoint configuration management dashboard -- Microsoft Defender for Endpoint Tutorials &amp -- simulations…”

Tabla de Contenidos: “…4.3.2 Discovering Jenkins plugins -- 4.4 Baking the Jenkins worker AMI -- Summary -- 5 Discovering Jenkins as code with Terraform -- 5.1 Introducing infrastructure as code -- 5.1.1 Terraform usage -- 5.2 Provisioning an AWS VPC -- 5.2.1 AWS VPC -- 5.2.2 VPC subnets -- 5.2.3 VPC route tables -- 5.2.4 VPC bastion host -- 5.3 Setting up a self-healing Jenkins master -- 5.4 Running Jenkins with native SSL/HTTPS -- 5.5 Dynamically autoscaling the Jenkins worker pool -- 5.5.1 Launch configuration -- 5.5.2 Auto Scaling group -- 5.5.3 Autoscaling scaling policies -- 5.5.4 Workers CPU utilization load -- Summary -- 6 Deploying HA Jenkins on multiple cloud providers -- 6.1 Google Cloud Platform -- 6.1.1 Building Jenkins VM images -- 6.1.2 Configuring a GCP network with Terraform -- 6.1.3 Deploying Jenkins on Google Compute Engine -- 6.1.4 Launching automanaged workers on GCP -- 6.2 Microsoft Azure -- 6.2.1 Building golden Jenkins VM images in Azure -- 6.2.2 Deploying a private virtual network -- 6.2.3 Deploying a Jenkins master virtual machine -- 6.2.4 Applying autoscaling to Jenkins workers -- 6.3 DigitalOcean -- 6.3.1 Creating Jenkins DigitalOcean Snapshots -- 6.3.2 Deploying a Jenkins master Droplet -- 6.3.3 Building Jenkins worker Droplets -- Summary -- Part 3. …”