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: “…Chapter 19 Engineering practices for speed and high-quality code -- Ground rapid software delivery in DevOps -- Improve quality through coding standards and code maintainability -- Instill end-to-end automation through continuous integration and continuous deployment (CI/CD) -- Notes -- Chapter 20 The tools to make your developers highly productive -- Flexible and scalable development sandboxes -- Modern and standardized tooling -- Chapter 21 Delivering production-grade digital solutions -- Aim for a high degree of control and auditability -- Ensure the environment is secure, scalable, and available -- Incorporate monitoring and observability -- Chapter 22 Build in security and automation from the start -- Shift left on security -- Embed security into the SDLC using DevSecOps -- Notes -- Chapter 23 MLOps so AI can scale -- Note -- Getting Ready Section Four -- Section Five: Embedding Data Everywhere: What it takes to make data easy to consume across the organization -- Chapter 24 Determine what data matters -- Identifying and prioritizing data -- Assessing data readiness -- Developing the data roadmap -- Note -- Chapter 25 Data products: The reusable building blocks for scaling -- Identifying data products that generate value -- Setting up data product pods -- Developing data products -- Note -- Chapter 26 Data architecture, or the system of data "pipes" -- Data architecture archetypes -- Deciding on data capabilities and adopting reference architectures -- Best practices for designing a data architecture -- Notes -- Chapter 27 Organize to get the most from your data -- Organization -- Talent and a data-driven culture -- DataOps tooling -- Governance and risk -- Notes -- Getting Ready Section Five…”

Tabla de Contenidos: “…Object-oriented JavaScript -- A bit of history -- Browser wars and renaissance -- The present -- The future -- ECMAScript 5 -- Object-oriented programming -- Objects -- Classes -- Encapsulation -- Aggregation -- Inheritance -- Polymorphism -- OOP summary -- Setting up your training environment -- WebKit's Web Inspector -- JavaScriptCore on a Mac -- More consoles -- Summary -- 2. …”

Tabla de Contenidos: “…-- Polyfilling older browsers -- The podcast application -- The Fetch API -- Introducing Fetch -- Using the Fetch API -- The response object -- Service worker fetch -- Polyfilling fetch in legacy browsers -- Creating a service worker shell -- The service worker life cycle -- Caching -- Using push notifications -- Implementing push notifications -- Setting up push notifications -- Managing the user's subscription -- Handling push notifications -- Unsubscribing from push notifications -- Handling a push subscription change -- Background sync -- Summary -- Chapter 5: The Service Worker Life Cycle -- Registering a service worker -- Service worker clients -- The service worker registration object -- Updating a service worker -- Service worker scope -- Service worker updates -- Service worker events -- Summary -- Chapter 6: Mastering the Cache API - Managing Web Assets in a Podcast Application -- Using the Fetch API -- Request object -- Handling cross-origin requests -- Managing request credentials -- Controlling how a response is cached -- Headers object…”

Tabla de Contenidos: “…Load the contents of the getFolderStructure method -- Loop through the result and add each item to either the folders or files array -- Update the global structure object and remove the loading state -- Instigating the method -- Caching the subfolders -- Alternative caching method -- Caching parent folders -- Caching parent folders once -- Caching download links on files -- The complete code-with added documentation -- Summary -- Chapter 8: Introducing Vue-Router and Loading URL-Based Components -- Installing and initializing Vue-router -- Changing the folder for Vue-router -- Linking to the different routes -- Linking to sub-routes -- Dynamic routes with parameters -- GET parameters -- Using props -- Setting prop defaults -- Using static props -- Nested routes -- Creating a 404 page -- Naming components, routes, and views -- Naming components -- Naming routes -- Named views -- Programmatically navigating with, redirecting, and adding an alias -- Navigating programmatically -- Redirecting -- Alias routes -- Summary -- Chapter 9: Using Vue-Router Dynamic Routes to Load Data -- Outline and plan your app -- Components -- Route components -- HTML components -- Paths -- Create initial files -- Server setup -- Storing the file locally -- Using a remote server -- Setting up local server -- Loading CSV -- Loading a CSV with d3 -- Loading a CSV with CSV Parser -- Unifying Shopify CSV data -- Storing the products -- Displaying a single product -- Page Not Found -- Selecting the right product -- Catching products not found -- Displaying product information -- Product images -- Product variations -- Variations display table -- Using a key with loops -- Displaying the variations in a table -- Displaying variations in a select box -- Updating the product details when switching URLs -- Summary -- Chapter 10: Building an E-Commerce Store - Browsing Products…”

Tabla de Contenidos:

Tabla de Contenidos: “…Cloudflare service portfolio -- Cloudflare Workers - the workhorse at the edge -- Service Workers - the namesake and power behind Cloudflare Workers -- Cloudflare Workers - functionality and features -- Other languages supported -- Cloudflare Workers KV -- Cloudflare Pages -- JAMStack -- Cloudflare Pages and JAMStack -- Newest Cloudflare serverless offerings -- Cloudflare R2 storage -- Durable objects -- Workers and KV - learning by example -- Setting up the development environment with Wrangler -- Creating your first worker -- Deploying your worker -- Workers KV store -- Project -- Implementation -- More vendors in edge computing and JAMStack -- Summary -- Chapter 7: Kubernetes, Knative and OpenFaaS -- Containerization and Docker fundamentals -- Docker images -- Container orchestration and Kubernetes -- Kubernetes architecture and components -- Kubernetes how-to with minikube -- Knative -- Knative components -- Knative Eventing -- Knative and service meshes -- Knative installation and setup -- OpenFaaS -- OpenFaaS architecture -- Function runtime and watchdog -- Asynchronous functions -- FaaSD -- OpenFaaS installation and setup -- Example project - implementing a GitHub webhook with a Telegram notification -- High-level solution -- Design and architecture -- Application code and infrastructure automation -- Summary -- Chapter 8: Self-Hosted FaaS with Apache OpenWhisk -- OpenWhisk - concepts and features -- Actions and action chains -- Architecture -- Creating and managing actions and entities -- Creating your first action -- Triggers and rules -- Packages -- Feeds -- Web actions -- Administration and deployment -- Project - IoT and event processing with IBM Cloud functions -- Summary -- Part 3 - Design, Build, and Operate Serverless -- Chapter 9: Implementing DevOps Practices for Serverless -- General SDLC practices for serverless…”

Tabla de Contenidos: “…Cover -- Title Page -- Copyright and Credits -- Foreword -- Contributors -- Table of Contents -- Preface -- Chapter 1: Understanding Physically Based Rendering -- Technical requirements -- Setting up a studio scene -- Getting ready -- How to do it... -- How it works... -- See also -- Working inside the Material Editor -- Getting ready -- How to do it... -- How it works... -- See also -- Creating our first physically based material -- Getting ready -- How to do it... -- How it works... -- See also -- Visualizing a simple glass -- Getting ready -- How to do it... -- How it works... -- Using IBL and Lumen to light our scenes -- Getting ready -- How to do it... -- How it works... -- See also -- Using static lighting in our projects -- Getting ready -- How to do it... -- How it works... -- See also -- Checking the cost of our materials -- Getting ready -- How to do it... -- How it works... -- See also -- Chapter 2: Customizing Opaque Materials and Using Textures -- Technical requirements -- Using masks within a material -- Getting ready -- How to do it... -- How it works... -- See also -- Instancing a material -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Texturing a small prop -- Getting ready -- How to do it... -- How it works... -- See also -- Adding Fresnel and Detail Texturing nodes -- Getting ready -- How to do it... -- How it works... -- See also -- Creating semi-procedural materials -- Getting ready -- How to do it... -- How it works... -- See also -- Blending textures based on our distance from them -- Getting ready -- How to do it... -- How it works... -- See also -- Chapter 3: Making Translucent Objects -- Technical requirements -- Creating a translucent glass -- Getting ready -- How to do it... -- How it works... -- See also -- Displaying holograms -- Getting ready -- How to do it... -- How it works... -- See also -- Working with subsurface scattering…”

Tabla de Contenidos: “…Cover -- Title Page -- Copyright and Credits -- Dedication -- Foreword -- Contributors -- Table of Contents -- Preface -- Chapter 1: Getting Started: ChatGPT, the OpenAI API, and Prompt Engineering -- Technical requirements -- Setting up a ChatGPT Account -- Getting ready -- How to do it... -- How it works... -- There's more... -- Creating an API Key and interacting with OpenAI -- Getting ready -- How to do it... -- How it works... -- There's more... -- Basic Prompting (Application: Finding Your IP Address) -- Getting ready -- How to do it... -- How it works... -- There's more... -- Applying ChatGPT Roles (Application : AI CISO) -- Getting ready -- How to do it... -- How it works... -- There's more... -- Enhancing Output with Templates (Application: Threat Report) -- Getting ready -- How to do it... -- How it works... -- There's more... -- Formatting Output as a Table (Application: Security Controls Table) -- Getting ready -- How to do it... -- How it works... -- There's more... -- Setting the OpenAI API Key as an Environment Variable -- Getting ready -- How to do it... -- How it works... -- There's more... -- Sending API Requests and Handling Responses with Python -- Getting ready -- How to do it... -- How it works... -- There's more... -- Using Files for Prompts and API Key Access -- Getting ready -- How to do it... -- How it works... -- There's more... -- Using Prompt Variables (Application: Manual Page Generator) -- Getting ready -- How to do it... -- How it works... -- There's more... -- Chapter 2: Vulnerability Assessment -- Technical requirements -- Creating Vulnerability Assessment Plans -- Getting ready -- How to do it... -- How it works... -- There's more... -- Threat Assessment using ChatGPT and the MITRE ATT&amp -- CK framework -- Getting ready -- How to do it... -- How it works... -- There's more... -- GPT-Assisted Vulnerability Scanning -- Getting ready -- How to do it... -- How it works...…”

Tabla de Contenidos: “…. -- How to avoid data races using ring buffers -- Getting ready -- How to do it... -- Setting up pipeline barriers -- Getting ready -- How to do it... -- Creating images (textures) -- Getting ready -- How to do it... -- Creating an image view -- Getting ready -- How to do it... -- Creating a sampler -- Getting ready -- How to do it... -- Providing shader data -- Getting ready -- How to do it... -- Specifying descriptor sets with descriptor set layouts -- Getting ready -- How to do it... -- Passing data to shaders using push constants -- Getting ready -- How to do it... -- Creating a pipeline layout -- Getting ready -- How to do it... -- Creating a descriptor pool -- Getting ready -- How to do it... -- Allocating descriptor sets -- Getting ready -- How to do it... -- Updating descriptor sets during rendering -- Getting ready -- How to do it... -- Passing resources to shaders (binding descriptor sets) -- Getting ready -- How to do it... -- Updating push constants during rendering -- Getting ready -- How to do it... -- Customizing shader behavior with specialization constants -- Getting ready -- How to do it... -- Implementing MDI and PVP -- Implementing MDI…”

Tabla de Contenidos: “…Capital One's cloud transformation journey -- Capital One's talent acquisition strategy -- Re-architecting the Capital One mobile app on the cloud -- Summary -- Further reading -- Part 3: Lead and Transform Your Business with Cloud -- Chapter 8: Architecting a Cloud-Ready Enterprise -- Building a framework for a cloud-ready enterprise -- Cloud foundation layer -- Legacy apps -- Application development and operations -- API orchestration, and integration layer -- Cloud architecture frameworks from major cloud service providers -- AWS Well-Architected Framework -- Google Cloud Architecture Framework -- Microsoft Azure Well-Architected Framework -- Private and hybrid cloud strategies -- Summary -- Further reading -- Chapter 9: Facets of Digital Transformation -- Building a security-first cloud architecture -- Foundational security principles -- Automating cloud asset management -- IAM -- Network security -- Application security -- Data security -- Data sovereignty and data residency -- Rethinking infrastructure -- Compute infrastructure -- Network infrastructure -- Storage infrastructure -- Application modernization strategy -- Traditional application modernization -- Cloud-native DevOps -- Data modernization -- Cloud optimization and cost governance -- The inform phase -- The optimize phase -- The operate phase -- Summary -- Further readings -- Chapter 10: Leading and Innovating with the Cloud -- Innovating with the cloud -- Setting up innovation labs -- Vision and governance -- Talent and partnerships -- Innovate and deliver -- Innovating with big data and serverless -- Banking and financial services -- Retail -- Healthcare -- Embedding AI across the enterprise -- GenAI -- XR -- Edge computing -- Blockchain -- Quantum computing -- Responsible uses of emerging technologies -- Summary -- Further reading -- Chapter 11: ESG and Sustainability…”

Tabla de Contenidos: “…-- A short history of MongoDB aggregations -- Aggregation capabilities in MongoDB server releases -- Getting going -- Setting up your environment -- Database -- Client tool -- Getting further help -- Summary -- Part 1: Guiding Tips and Principles -- Chapter 2: Optimizing Pipelines for Productivity -- Embrace composability for increased productivity -- Guiding principles to promote composability -- Using macro functions -- So, what's the best way of factoring out code? …”

Tabla de Contenidos: “…Chapter 7: Implementing Your Gamification -- Decoding your gamification -- Building your implementation team -- Building a prototype -- Building your product -- Writing user stories -- Milestones and iteration testing -- Product and feature launch -- The full product launch -- New feature rollouts -- Setting up tools to track performance -- Making data-driven decisions -- User acquisition -- Activation -- Monetization -- Retention -- A/B testing -- Pivot or persevere -- Creating a process of continual improvement -- Implementing feedback loops -- Summary -- Chapter 8: Challenges and Limitations in Gamification -- Keeping gamification ethical -- Addiction by Design -- Balancing gamification and user privacy -- Anonymization and aggregation of data -- User control and consent -- Accessibility to all users -- Ensuring gamification doesn't harm the user experience -- Avoiding common pitfalls and mistakes -- Behavioral insights -- Another example of mistakes from prominent literature -- Summary -- Further reading -- Chapter 9: Selling Your Gamification Strategy -- Building your business case -- Use case - Kahoot -- Step-by-step guide for creating a compelling business case for gamification -- Leadership buy-in -- Example of utilizing the Pyramid Principle -- Relationship building -- Use case - Atlassian -- Cross-functional teams -- GTM strategy -- Case study - Apple Watch -- Case study - GuruShots -- Case study - Peloton -- Summary -- Further reading -- Chapter 10: Gamifying Your Product Development Processes -- The draft game -- Utilizing design thinking to create gamified activities for product development -- Empathize - understanding your team's needs and motivations -- Define - setting clear goals and objectives for gamified activities -- Ideate - brainstorming creative gamification strategies -- Prototype - designing and testing gamified activities…”

Tabla de Contenidos: “…A few words about Upstart, an alternative -- Summary -- Chapter 6: Networking in Linux -- Networking in Linux -- ISO/OSI as a networking standard -- Physical layer -- Data link layer - MAC, VLAN -- Network layer - IPv4 and IPv6 -- Transport layer - TCP and UDP -- Session layer -- Presentation layer - SSL and TLS -- Application layer - HTTP and FTP -- Firewalls -- iptables -- nftables -- ufw -- firewalld -- Advanced topics -- NAT -- Port forwarding -- Interface bonding -- TCP multipath -- BGP -- Summary -- Chapter 7: Git, Your Doorway to DevOps -- Technical requirements -- Basic Git commands -- Configuring the local Git environment -- Setting up a local Git repository -- Local versus remote Git repositories -- Interacting with remote repositories -- What's the git diff command? …”

Tabla de Contenidos: “…Appendix: Preparing for Your Microsoft Exam -- Technical requirements -- Preparing for a Microsoft exam -- Resources to prepare for the exam -- Access to a subscription -- Where to take the exam -- Exam format -- Resources available and accessing Microsoft Learn -- Accessing Microsoft Learn -- Finding content on Microsoft Learn -- Exam pages on Microsoft Learn -- Creating a Microsoft 365 trial subscription -- Office 365 or Microsoft 365 trial subscription -- Enterprise Mobility + Security subscription -- Setting up a free month of Azure services -- Exam objectives -- Who should take the SC-100 exam? …”

Tabla de Contenidos: “…Customizing data definitions -- Data enrichment -- Validation of fields -- Adding formatters to fields -- Data standardization -- Deploying the document type -- Defining fields -- Summary -- Chapter 11: Engaging Business Users with Business Applications -- Technical requirements -- Creating a business application -- Building the user interface -- Setting up the pages -- Laying out the Contact Information page -- Adding input fields to the Contact Information page -- Setting data associations -- Adding a Submit button -- Leveraging Automation Services -- Creating an Automation Service -- Reusable user interface widgets and templates -- Application templates -- Toolkits -- Content Services -- Packaging and deployment -- Summary -- Further reading -- Chapter 12: Workforce Insights -- Business problem -- Using the built-in dashboards -- Workflow dashboard -- Decisions Dashboard -- Understanding intelligent task prioritization and decision recommendations -- Intelligent task prioritization -- Decision recommendations -- Contributing and reacting to business events -- Event emitters -- Event processing jobs -- Event consumers -- Customizing your dashboard -- Creating a new dashboard -- Adding predictive analytics -- Summary -- Part 3: Deployment Considerations -- Chapter 13: On-Premises and On-Cloud Deployments -- Introducing the platform choices for Cloud Pak -- Running the Cloud Pak in its own data centers -- Topologies -- Internal user groups and IT teams -- Running the Cloud Pak on the mainframe -- Managed OpenShift environments on IBM Cloud, AWS, and Azure -- IBM managed automation service -- Summary -- Chapter 14: Deployment Topologies, High Availability, and Disaster Recovery -- Problem statement -- Deployment topologies -- High availability -- Disaster recovery -- Summary -- Chapter 15: Automating Your Operations and Other Considerations…”

Tabla de Contenidos: “…Sample size for estimating population mean -- Response rate -- Control charts -- Customer loyalty and NPS methodology -- Issues with NPS -- Potential loss of revenue -- Advocacy, purchasing, and retention loyalty -- Factor analysis -- Summary -- Further reading -- Chapter 10: Conjoint Analysis with pandas and Statsmodels -- Technical requirements -- An introduction to conjoint analysis -- The fundamentals of conjoint analysis -- Setting up a conjoint study -- Step 1 - select the product attributes to be included -- Step 2 - select the product attribute levels -- Step 3 - create product profiles -- Step 4 - collect data from target customers -- Step 5 - estimate the utility of each product attribute and levels using regression analysis -- Conducting conjoint analysis in Python -- Determining the value of a product attribute -- Choice-based conjoint analysis -- Reporting findings -- Summary -- Further reading -- Part 4: Measuring Effectiveness -- Chapter 11: Multi-Touch Digital Attribution -- Technical requirements -- An introduction to attribution models -- Heuristic attribution models -- The implementation of different heuristic attribution models -- Algorithmic attribution models -- Shapley value attribution -- Fractribution -- Summary -- References -- Chapter 12: Media Mix Modeling with PyMC Marketing -- Technical requirements -- Understanding MMM -- MMM versus MTA versus lift analysis and A/B testing -- Steps toward implementing MMM -- Data collection -- How much data to collect -- Modeling -- How to measure the adstock effect -- Saturation and diminishing returns -- Which comes first? …”

Tabla de Contenidos: “…5.5 UTRAN Internal Interfaces 87 -- 5.6 UTRAN Enhancements and Evolution 91 -- 5.7 UMTS CN Architecture and Evolution 93 -- References 95 -- 6 Physical Layer 97 /Antti Toskala -- 6.1 Introduction 97 -- 6.2 Transport Channels and Their Mapping to the Physical Channels 98 -- 6.3 Spreading and Modulation 102 -- 6.4 User Data Transmission 110 -- 6.5 Signaling 121 -- 6.6 Physical Layer Procedures 126 -- 6.7 Terminal Radio Access Capabilities 136 -- 6.8 Conclusion 138 -- References 139 -- 7 Radio Interface Protocols 141 /Jukka Vialén and Antti Toskala -- 7.1 Introduction 141 -- 7.2 Protocol Architecture 142 -- 7.3 The Medium Access Control Protocol 143 -- 7.4 The Radio Link Control Protocol 147 -- 7.5 The Packet Data Convergence Protocol 150 -- 7.6 The Broadcast/Multicast Control Protocol 151 -- 7.7 Multimedia Broadcast Multicast Service 152 -- 7.8 The Radio Resource Control Protocol 153 -- 7.9 Early UE Handling Principles 170 -- 7.10 Improvements for Call Set-up Time Reduction 170 -- References 171 -- 8 Radio Network Planning 173 /Harri Holma, Zhi-Chun Honkasalo, Seppo Hämäläinen, Jaana Laiho, Kari Sipilä and Achim Wacker -- 8.1 Introduction 173 -- 8.2 Dimensioning 174 -- 8.3 Capacity and Coverage Planning and Optimization 194 -- 8.4 GSM Co-planning 202 -- 8.5 Inter-Operator Interference 204 -- 8.6 WCDMA Frequency Variants 210 -- 8.7 UMTS Refarming to GSM Band 211 -- 8.8 Interference between GSM and UMTS 214 -- 8.9 Remaining GSM Voice Capacity 215 -- 8.10 Shared Site Solutions with GSM and UMTS 216 -- 8.11 Interworking of UMTS900 and UMTS2100 217 -- References 218 -- 9 Radio Resource Management 219 /Harri Holma, Klaus Pedersen, Jussi Reunanen, Janne Laakso and Oscar Salonaho -- 9.1 Introduction 219 -- 9.2 Power Control 220 -- 9.3 Handovers 232 -- 9.4 Measurement of Air Interface Load 246 -- 9.5 Admission Control 250 -- 9.6 Load Control (Congestion Control) 252 -- References 253 -- 10 Packet Scheduling 255 /Jeroen Wigard, Harri Holma, Renaud Cuny, Nina Madsen, Frank Frederiksen and Martin Kristensson…”

“…Discovery the variety of deep learning frameworks and set-up a deep learning development environment. Next, you'll jump into simple classification programs for hand-writing analysis. …”

Tabla de Contenidos: “…Adding a code component to a table -- Adding a code component to a sub-grid -- Configuring a code component on a dashboard -- Adding a code component to a canvas app -- Configuring a field type code component on a screen -- Configuring a dataset type code component on a screen -- Adding a code component to a gallery component -- Summary -- Test your knowledge -- Further reading -- Section 3: Enhancing Code Components and Your Development Experience -- Chapter 10: Diving Deep into the Features Provided by PCF -- Technical requirements -- Understanding the context -- Exploring the updateView method -- Understanding the importance of the getOutputs method -- Setting a null value on the field -- Setting values on the field based on a condition -- Omitting updates to a field -- Inspecting the caching mechanism -- Working with external devices -- Exploring the Web API -- Summary -- Test your knowledge -- Further reading -- Chapter 11: Creating Advanced Dataset Code Components -- Technical requirements -- Recap of what was built -- Sorting the data in a dataset -- Implementing pagination on a dataset -- Integrating code components with out-of-the-box options -- Understanding the technique to open a record from a dataset -- Defining properties on a dataset -- Summary -- Test your knowledge -- Further reading -- Chapter 12: Enriching Your Dev Experience -- Technical requirements -- Using Lint and Prettier -- Understanding the process of linting your code -- Integrating Prettier with a linter -- Working with ESLint and Prettier -- Setting up a testing framework -- Using React and Fluent UI to build code components -- Summary -- Test your knowledge -- Further reading -- Answers to Knowledge Tests -- Chapter 1 -- Chapter 2 -- Chapter 3 -- Chapter 4 -- Chapter 5 -- Chapter 6 -- Chapter 7 -- Chapter 8 -- Chapter 9 -- Chapter 10 -- Chapter 11 -- Chapter 12.…”