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  1. 11121
    Publicado 2022
    Tabla de Contenidos: “…Select Controls Based Upon Systems Security Requirements -- Evaluation criteria -- System certification and accreditation -- Understand Security Capabilities of Information Systems -- Trusted Computing Base -- Trusted Platform Module -- Secure modes of operation -- Open and closed systems -- Memory protection -- Encryption and decryption -- Protection rings -- Security modes -- Recovery procedures -- Assess and Mitigate the Vulnerabilities of Security Architectures, Designs, and Solution Elements -- Client-based systems -- Server-based systems -- Database systems -- Cryptographic systems -- Industrial control systems -- Cloud-based systems -- Distributed systems -- Internet of Things -- Microservices -- Containerization -- Serverless -- Embedded systems -- High-performance computing systems -- Edge computing systems -- Virtualized systems -- Web-based systems -- Mobile systems -- Select and Determine Cryptographic Solutions -- Plaintext and ciphertext -- Encryption and decryption -- End-to-end encryption -- Link encryption -- Putting it all together: The cryptosystem -- Classes of ciphers -- Types of ciphers -- Cryptographic life cycle -- Cryptographic methods -- Public key infrastructure -- Key management practices -- Digital signatures and digital certificates -- Nonrepudiation -- Integrity (hashing) -- Understand Methods of Cryptanalytic Attacks -- Brute force -- Ciphertext only -- Known plaintext -- Frequency analysis -- Chosen ciphertext -- Implementation attacks -- Side channel -- Fault injection -- Timing -- Man in the middle -- Pass the hash -- Kerberos exploitation -- Ransomware -- Apply Security Principles to Site and Facility Design -- Design Site and Facility Security Controls -- Wiring closets, server rooms, and more -- Restricted and work area security -- Utilities and heating, ventilation, and air conditioning -- Environmental issues…”
    Libro electrónico
  2. 11122
    Publicado 2024
    Tabla de Contenidos: “…Cover -- Title Page -- Copyright and Credits -- Foreword -- Contributors -- Table of Contents -- Preface -- Part 1: Understanding Continuous Testing, Quality, Security, and Feedback -- Chapter 1: Principles of Continuous Testing, Quality, Security, and Feedback -- Introducing continuous testing, quality, security, and feedback -- Foundations for testing, quality, security, and feedback -- Evolution toward continuous testing, quality, security, and feedback -- Defining continuous testing, quality, security, and feedback -- The need for definitions of testing, quality, security, and feedback -- The challenges of defining continuous testing, quality, security, and feedback -- A definition of continuous testing, quality, security, and feedback -- The guiding principles and pillars of continuous testing -- The guiding principles and pillars of continuous quality -- The guiding principles and pillars of continuous security -- The guiding principles and pillars of continuous feedback -- Summary -- Chapter 2: The Importance of Continuous Testing, Quality, Security, and Feedback -- Why continuous strategies are important for DevOps and DevSecOps -- Principles and pillars of DevOps, and DevSecOps -- DevOps and DevSecOps dependencies on continuous testing, quality, security, and feedback -- Principles and pillars of SRE -- SRE dependencies on continuous testing, quality, security, and feedback -- Consequences of implementing DevOps, DevSecOps, and SRE without properly implementing continuous practices -- Summary -- Chapter 3: Experiences and Pitfalls with Continuous Testing, Quality, Security, and Feedback -- A lifetime of studying testing, quality, security, and feedback for DevOps, DevSecOps, and SRE -- BNR - World-class university -- Testing as a commercial enterprise -- Consulting and teaching…”
    Libro electrónico
  3. 11123
    Publicado 2023
    Tabla de Contenidos: “…Understanding how data warehouses are different from databases -- Significance of ETL in data warehouse -- Learning about BigQuery -- Features of BigQuery -- Setting up and configuring a fully managed data warehouse with BigQuery -- Enabling BigQuery from the console -- Creating a BigQuery dataset -- Using an existing public dataset -- Creating a table in the dataset -- Performing simple analytics -- Summary of operational aspects and design considerations -- Summary -- Part 3: Semi-Structured, Unstructured Data, and NoSQL Design -- 6 -- Designing for Semi-Structured Data -- Semi-structured data -- Pros and cons of semi-structured data -- Use cases of semi-structured data -- NoSQL for semi-structured data -- Data structures supported by NoSQL databases -- Firestore and its features -- Setting up Firestore -- Collection -- Document -- Subcollection -- Security -- Client libraries and APIs -- Indexing -- Single-field index -- Composite index -- Collection group query -- Data model considerations -- Hierarchical format -- Denormalized format -- Easy querying with RunQuery API -- API endpoint and method -- The parent parameter -- JSON body format -- StructuredQuery -- The from clause -- The where clause -- Putting the pieces together -- Implementing RunQuery API programmatically -- Summary -- 7 -- Unstructured Data Management -- Use cases -- Processing unstructured data -- Storage options in Google Cloud -- Cloud Storage, classes, and features -- Unstructured data storage with BigQuery -- External sources -- External connections -- Unstructured data analytics with BigQuery -- Summary -- Part 4: DevOps and Databases -- 8 -- DevOps and Databases -- Upgrades, updates, and patching -- Security, privacy, and encryption -- Replication and availability -- Scalability -- Performance and throughput -- SLA, SLI, and SLO -- Data federation…”
    Libro electrónico
  4. 11124
    Publicado 2023
    Tabla de Contenidos: “…-- Toward a theory of error -- Testing software - an example -- Testing software - an analysis -- Quick attacks - the airdropped tester -- Test design - input space coverage -- Equivalence classes and boundaries -- Decision tables -- Decision trees -- All-pairs and pairwise testing -- High volume automated approaches -- Other approaches -- Data and predictability - the oracle problem -- Summary -- Further reading -- Chapter 2: Fundamental Issues in Tooling and Automation -- Technical requirements -- No silver bullets - you can't radically fix the test cycle -- The minefield regression problem -- Coverage model -- The Battleships problem - testing versus checking -- Comparing Battleships to bugs -- Automation rarely beats human intuition -- The maintenance problem -- The dangers of comprehensive tests -- The money problem -- Lessons from the fundamental issues -- Summary -- Chapter 3: Programmer-Facing Testing -- Technical requirements -- The programmer's view -- Testing and reliability -- The hexagonal architecture -- Introducing FizzBuzz -- Unit tests -- TDD -- Consequences of TDD -- Unit test and unit code design -- Using test doubles to create seams -- Mutation testing -- Web APIs from a test perspective -- Web API testing strategy -- Testing functional and legacy code -- A Roman Numerals Kata -- Summary -- Chapter 4: Customer-Facing Tests -- Technical requirements -- A word of warning -- Human Or Tooling-is it either/or? …”
    Libro electrónico
  5. 11125
    Publicado 2024
    Tabla de Contenidos: “…Cover -- Half Title -- Title Page -- Copyright Page -- Table of Contents -- About the Editors -- List of Contributors -- Chapter 1 Introduction to Sustainable Urban and Rural Integration -- 1.1 The Rapid Urbanization and Sustainability Issues -- 1.2 Need for Integrating Urban and Rural Development for All Ages and Social Classes -- 1.3 Key Challenges in Sustainable Urban and Rural Integration -- 1.4 Strategic Solutions -- 1.5 Highlights of the Book Features -- References -- Chapter 2 Crowdsourcing and Crowdsensing as Smart Rural Service Platform Technology -- 2.1 Introduction -- 2.1.1 Needs for Smart Rural Service Platform -- 2.1.2 Definitions of Service Design and Smart Servicing -- 2.1.3 Crowdsourcing and Crowdsensing as Smart Rural Service Platform -- 2.1.4 Mobile Crowdsensing Applications -- 2.2 Crowdsourcing Technology for Service Design and Crowd-Based Service Outsourcing -- 2.2.1 Crowdsourcing Concept -- 2.2.2 Crowdsourcing System -- 2.2.3 Crowdsourcing Technologies for Service Design -- 2.3 Crowdsensing and Crowdsourcing for Smart City/Village-Case Study -- 2.3.1 Case Study-Crowdsourcing Platform for Rural Farming -- 2.3.2 Crowdsensing for Collective Decision-Making -- 2.4 Summary -- References -- Chapter 3 Integrating Crowdsourcing and Digital Twin Technologies for Smart Service Design and Servicing Platform -- 3.1 Introduction -- 3.2 Digital Twin and Its Relationship to Digital Shadow and Digital Tread -- 3.3 Digital Twin Framework for Smart City -- 3.4 Service-Oriented Platform Development Supported by Digital Twin-Case Study -- 3.4.1 Industrial Background and Requirements -- 3.4.2 The Service-Oriented Hybrid DT and Digital Thread Conceptual Model -- 3.4.3 The Architecture of the DT Platform Prototype -- 3.4.4 Implementation of Service Provider Coordination Mechanism on the Platform…”
    Libro electrónico
  6. 11126
    por Rodriguez, Juan R.
    Publicado 2005
    Tabla de Contenidos: “…DB2 Everyplace applications with WebSphere Studio Device Developer -- 12.1 Overview -- 12.1.1 Introduction -- 12.1.2 Java 2 Micro Edition -- 12.1.3 WebSphere Micro Environment -- 12.2 Installing WebSphere Studio Device Developer -- 12.3 Working with WebSphere Studio Device Developer -- 12.3.1 Using the workbench -- 12.3.2 Using the Update Manager -- 12.4 Sample scenario -- 12.4.1 Define the database tables for the application -- 12.4.2 Configure the Pocket PC device for development -- 12.4.3 Create the project on WebSphere Studio Device Developer -- 12.4.4 Write the Java classes of the application -- 12.4.5 Creating the device database -- 12.4.6 Set up the build and test environment -- 12.4.7 Testing the application -- Part 4 Appendixes -- Appendix A. …”
    Libro electrónico
  7. 11127
    Publicado 2004
    Tabla de Contenidos: “…Scenario 1: Working with an existing WebSphere cell -- 2.1 ETCELL layout -- 2.2 Creating a network deployment cell -- 2.2.1 Configuring a security domain -- 2.2.2 Creating a base server -- 2.2.3 Configuring the deployment manager node -- 2.2.4 Federating the base server node -- 2.2.5 Creating a base server on a second node -- 2.2.6 Federating the base server from the second node -- 2.2.7 Enabling global security -- 2.3 Installing the WebSphere Business Integration Server Foundation V5.1 for z/OS components -- 2.3.1 Starting the BBOWSTRT program -- 2.3.2 Installation overview -- 2.3.3 Configuring the deployment manager -- 2.3.4 Configuring the ETSR01A server -- 2.3.5 Using the Business Process Container Install Wizard -- 2.3.6 Deployment Manager and JDBC driver -- 2.3.7 Cluster servers with the Business Process Container -- 2.4 Resolving security CBS390 CLASS(APPL) problems -- 2.4.1 Understanding the problem -- 2.4.2 Resolving the problem -- 2.5 WebSphere MQ security -- 2.5.1 Administration -- 2.5.2 Commands -- 2.5.3 Connection -- 2.5.4 Queues -- Chapter 3. …”
    Libro electrónico
  8. 11128
    por Nunes, Fabio Mazanatti
    Publicado 2013
    Tabla de Contenidos: “…Chapter 3: Java EE Basics - Persistence, Query, and Presentation -- The business scenario - movie ticket system -- Business entities of the system -- Organizing projects in Eclipse -- Creating the StoreBO project -- Generating classes from database tables -- Creating named queries -- Tweaking the persistence.xml file -- Packing the project -- The Store web project -- Adding references to PrimeFaces' shared library -- Adding references to StoreBO -- Referencing the persistence configuration file -- Creating a named bean -- Configuring the Web descriptor -- Defining the test page -- Deploying and testing the application -- Web resources -- Summary -- Chapter 4: Creating RESTful Services with JAX-RS -- Creating Theater entities -- Customizing the generated entities -- Creating named queries -- Preventing cyclic references -- Formatting exhibitions' date and time -- Completing the persistence.xml file -- Packaging the library -- Creating the Theater web application -- Setting up the project -- Enabling JAX-RS -- Exposing RESTful Services through JAX-RS -- Coding the API -- Testing the web service -- Creating the REST client -- Configuring JAX-RS client libraries and optional package -- Creating the web service consumer -- Updating the SearchManager bean -- Updating the query page -- Structuring the web application -- Applying templates through Facelets -- Creating an entity listing page -- Web resources -- Summary -- Chapter 5: Singleton Bean, Validations, and SOAP Web Services -- Using bean validation -- About built-in constraints -- Combining and grouping validation rules -- Creating a custom constraint -- Coding a constraint validator -- Showing validation messages -- Using the message component -- PrimeFaces's Growl -- Dealing with null and empty strings on JSF components -- Singleton session beans -- Implementing a singleton session bean…”
    Libro electrónico
  9. 11129
    por Marchioni, Francesco
    Publicado 2013
    Tabla de Contenidos: “…Combining Persistence with CDI -- Data persistence meets a standard -- Working with JPA -- Adding persistence to our application -- Setting up the database -- Installing the JDBC driver on JBoss AS 7 -- Using the command-line interface to create a new data source -- Creating the Maven project -- Adding Maven configuration -- Cooking entities -- Adding JavaBeans Validation -- Configuring persistence -- Adding producer classes -- Coding queries for your application -- Adding services to your application -- Adding a controller to drive user requests -- Coding the JSF view…”
    Libro electrónico
  10. 11130
    Publicado 2012
    Tabla de Contenidos: “…Detective -- Corrective -- Other Controls -- Comparing the Classes of Controls -- Management/Administrative -- Technical -- Operational/Physical -- Exploring Some Basic Controls -- System Hardening -- Policies, Standards, Procedures, and Guidelines -- Response Plans -- Change Control and Configuration Management -- Testing Patches, Fixes, and Updates -- Endpoint Device Security -- User Awareness and Training Programs -- Understanding Fault Tolerance -- Fault Tolerance for Disks -- Failover Clusters -- Redundant Connections -- Understanding Backups -- Full Backups -- Full/Incremental Backup Strategy -- Full/Differential Backup Strategy -- Questions -- Answers -- Chapter 10 Auditing -- Understanding Auditing and Accountability -- Accountability -- Auditing with Logs -- Clipping Levels -- Understanding Audit Trails -- Exploring Audit Logs -- Operating System Logs -- *Nix Logs -- Proxy Server Logs -- Firewall Logs -- The Review of Logs -- Logs Stored on Remote Systems -- Audit Log Management -- Performing Security Audits -- Password Audit -- Security Policy Audit -- ISACA -- Exploring PCI DSS Requirements -- Physical Access Audit -- Understanding Configuration Management -- Imaging -- Group Policy -- Understanding Change Management -- Questions -- Answers -- Chapter 11 Security Operations -- Managing Data -- Data Classification -- Identifying Classifications -- Cradle-to-Grave Protection -- Data at Rest and Data in Motion -- Data Management Policies -- Understanding Databases -- Data Inference -- Regulatory Requirements -- Training -- Asset Management -- Hardware -- Software -- Data -- Certification and Accreditation -- Certification, Accreditation, and Security Assessments -- Common Criteria -- Using a Risk Management Framework -- Understanding Security within the System Development Life Cycle -- Questions -- Answers…”
    Libro electrónico
  11. 11131
    Publicado 2017
    Tabla de Contenidos: “…-- Introduction to Spring Web MVC -- Key building blocks of a Spring Web MVC application -- Introduction to the Dispatcher servlet -- Building Hello World web application with Spring Boot -- The Spring STS Setup in Eclipse IDE -- Introduction to Spring Boot -- Building &amp -- #160 -- Hello World web app using Spring Boot -- Implementing Controllers -- Handling request parameters -- The RequestParam annotation -- The RequestBody annotation -- The PathVariable annotation -- Handling Interceptors -- Handling Response -- Response as an instance of ModelAndView -- Using @ResponseBody annotation -- Creating a RESTful web service -- Dockerizing a Spring Boot application -- Summary -- Chapter 2: Preparing the Spring Web Development Environment -- Installing the Java SDK -- Installing/configuring Maven -- Installing the Eclipse IDE -- Import the existing Maven project in Eclipse -- Creating a new Maven project in Eclipse&amp -- #160 -- -- Installing/configuring the Apache Tomcat server -- Adding/configuring Apache Tomcat in Eclipse -- Installing/configuring the MySQL database -- Installing/configuring the MySQL server&amp -- #160 -- -- Using the MySQL connector -- Connecting to the MySQL database from a Java class -- Introduction to Docker -- What are Docker containers? …”
    Libro electrónico
  12. 11132
    Publicado 2022
    Tabla de Contenidos: “…Controllable Launch Parameters -- Going Places and Crashing EVERYWHERE -- Supporting Input Controls -- Showing Game Information with the GUI -- Summary -- Chapter 7: Processing Route Data -- Technical requirements -- A Detour into Particle Systems -- The Disparate Particle Systems of Babylon.js -- Loading Particle Systems From Saved Data -- Adapting the Sun Particle System Set -- Marking Out the Route -- Defining the Encounter Zone -- Encounters Overview -- Encounter Zones and Encounter Tables -- Tracking Intersections -- Encounter Zones and Game Data -- Selecting Encounters -- Summing the Probabilities -- Populating CMDF Results -- Rolling an Encounter Check -- Listening for Encounters -- Adding Encounter Visuals -- Putting 2D Labels into 3D Space -- Animating the Encounter Panel -- Clearing Encounter Panels -- Summary -- Extended Topics -- Chapter 8: Building the Driving Game -- Technical Requirements -- Prototyping the Driving Phase -- Playground Overview -- Generating the Driving Path -- Loading Assets Asynchronously -- Initializing the Driving Phase Scene -- Running the Update Loop -- Integrating with the Application -- Splitting Up the Playground -- Transitioning to the Driving Screen -- Truck Update and Input Controls -- Patching the input map -- Adding Encounters -- Making the Mini-Map -- The GUI Camera -- Blip Plotting in Polar Coordinates -- Summary -- Extended Topics -- Chapter 9: Calculating and Displaying Scoring Results -- Technical Requirements -- Introducing the Babylon.js GUI Editor -- The Advanced Dynamic Texture -- UI Design with the GUIE -- Integration with the GUIE -- Building a Reusable Dialog Box Component -- Constructing the DialogBox Class -- Handling Button Clicks and Changing Visibility -- Prompting Users after Successful Route Planning -- Calculating Scores -- Scoring System Design -- Adding Up and Tallying Scores…”
    Libro electrónico
  13. 11133
    Publicado 2022
    Tabla de Contenidos: “…Safety -- Regulatory and Compliance -- Transparency and Auditability -- Competitive Edge -- Understand and Support Secure Protocols -- Services and Protocols -- Common Use Cases -- Deploying Cryptography: Some Challenging Scenarios -- Limitations and Vulnerabilities -- Understand Public Key Infrastructure Systems -- Fundamental Key Management Concepts -- Hierarchies of Trust -- Web of Trust -- Summary -- Chapter 6 Network and Communications Security -- Understand and Apply Fundamental Concepts of Networking -- Complementary, Not Competing, Frameworks -- OSI and TCP/IP Models -- OSI Reference Model -- TCP/IP Reference Model -- Converged Protocols -- Software-Defined Networks -- IPv4 Addresses, DHCP, and Subnets -- IPv4 Address Classes -- Subnetting in IPv4 -- Running Out of Addresses? …”
    Libro electrónico
  14. 11134
    Publicado 2024
    Tabla de Contenidos: “…Cover -- Copyright -- Contributors -- Table of Contents -- Preface -- Chapter 1: Exploring Various Document Classes -- Preparing your LaTeX tools -- Getting ready -- See also -- Writing a short text -- How to do it... -- How it works... -- See also -- Developing a thesis -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Designing a book -- How to do it... -- How it works... -- There's more... -- See also -- Creating a presentation -- How to do it... -- How it works... -- There's more... -- See also -- Designing a CV -- Getting ready -- How to do it... -- How it works... -- Writing a letter -- How to do it... -- How it works... -- There's more... -- Producing a leaflet -- How to do it... -- How it works... -- There's more... -- Building a large poster -- How to do it... -- How it works... -- There's more... -- Chapter 2: Tuning the Text -- Improving justification and hyphenation -- How to do it... -- How it works... -- Adding margin notes -- How to do it... -- How it works... -- There's more... -- Converting numbers to words -- How to do it... -- How it works... -- There's more... -- Putting text into a colorful box -- How to do it... -- How it works... -- There's more... -- Visualizing the layout -- How to do it... -- How it works... -- There's more... -- Visualizing boxes of letters and symbols -- How to do it... -- How it works... -- Typesetting in a grid -- How to do it... -- How it works... -- There's more... -- Absolute positioning of text -- How to do it... -- How it works... -- There's more... -- Adding drop caps -- How to do it... -- How it works... -- There's more... -- Fitting text to a shape -- How to do it... -- How it works... -- There's more... -- Creating a pull quote -- How to do it... -- How it works... -- There's more... -- Chapter 3: Adjusting Fonts -- Using standard font commands…”
    Libro electrónico
  15. 11135
    Publicado 2020
    Tabla de Contenidos: “…3.6.1 The t-distribution -- 3.6.2 The F-distribution -- 3.6.3 Student's Theorem -- 3.7 *Mixture Distributions -- 4 Some Elementary Statistical Inferences -- 4.1 Sampling and Statistics -- 4.1.1 Point Estimators -- 4.1.2 Histogram Estimates of Pmfs and Pdfs -- 4.2 Confidence Intervals -- 4.2.1 Confidence Intervals for Difference in Means -- 4.2.2 Confidence Interval for Difference in Proportions -- 4.3 *Confidence Intervals for Parameters of Discrete Distributions -- 4.4 Order Statistics -- 4.4.1 Quantiles -- 4.4.2 Confidence Intervals for Quantiles -- 4.5 Introduction to Hypothesis Testing -- 4.6 Additional Comments About Statistical Tests -- 4.6.1 Observed Significance Level, p-value -- 4.7 Chi-Square Tests -- 4.8 The Method of Monte Carlo -- 4.8.1 Accept-Reject Generation Algorithm -- 4.9 Bootstrap Procedures -- 4.9.1 Percentile Bootstrap Confidence Intervals -- 4.9.2 Bootstrap Testing Procedures -- 4.10 *Tolerance Limits for Distributions -- 5 Consistency and Limiting Distributions -- 5.1 Convergence in Probability -- 5.1.1 Sampling and Statistics -- 5.2 Convergence in Distribution -- 5.2.1 Bounded in Probability -- 5.2.2 Δ-Method -- 5.2.3 Moment Generating Function Technique -- 5.3 Central Limit Theorem -- 5.4 *Extensions to Multivariate Distributions -- 6 Maximum Likelihood Methods -- 6.1 Maximum Likelihood Estimation -- 6.2 Rao-Cram ́er Lower Bound and Efficiency -- 6.3 Maximum Likelihood Tests -- 6.4 Multiparameter Case: Estimation -- 6.5 Multiparameter Case: Testing -- 6.6 The EM Algorithm -- 7 Sufficiency -- 7.1 Measures of Quality of Estimators -- 7.2 A Sufficient Statistic for a Parameter -- 7.3 Properties of a Sufficient Statistic -- 7.4 Completeness and Uniqueness -- 7.5 The Exponential Class of Distributions -- 7.6 Functions of a Parameter -- 7.6.1 Bootstrap Standard Errors -- 7.7 The Case of Several Parameters…”
    Libro electrónico
  16. 11136
    Publicado 2024
    Tabla de Contenidos: “…. -- Building a DataModule class for TSC -- Getting ready -- How to do it...…”
    Libro electrónico
  17. 11137
    Publicado 2023
    Tabla de Contenidos: “…Generating a bootstrap distribution for the median -- Constructing the bootstrapped confidence interval -- Re-centering a bootstrap distribution -- Introducing the central limit theorem used in t-distribution -- Constructing the confidence interval for the population mean using the t-distribution -- Performing hypothesis testing for two means -- Introducing ANOVA -- Summary -- Chapter 12: Linear Regression in R -- Introducing linear regression -- Understanding simple linear regression -- Introducing multiple linear regression -- Seeking a higher coefficient of determination -- More on adjusted ​​R​​ 2​​ -- Developing an MLR model -- Introducing Simpson's Paradox -- Working with categorical variables -- Introducing the interaction term -- Handling nonlinear terms -- More on the logarithmic transformation -- Working with the closed-form solution -- Dealing with multicollinearity -- Dealing with heteroskedasticity -- Introducing penalized linear regression -- Working with ridge regression -- Working with lasso regression -- Summary -- Chapter 13: Logistic Regression in R -- Technical requirements -- Introducing logistic regression -- Understanding the sigmoid function -- Grokking the logistic regression model -- Comparing logistic regression with linear regression -- Making predictions using the logistic regression model -- More on log odds and odds ratio -- Introducing the cross-entropy loss -- Evaluating a logistic regression model -- Dealing with an imbalanced dataset -- Penalized logistic regression -- Extending to multi-class classification -- Summary -- Chapter 14: Bayesian Statistics -- Technical requirements -- Introducing Bayesian statistics -- A first look into the Bayesian theorem -- Understanding the generative model -- Understanding prior distributions -- Introducing the likelihood function -- Introducing the posterior model…”
    Libro electrónico
  18. 11138
    Publicado 2024
    Tabla de Contenidos: “…-- Essential Cloud Computing Characteristics -- Cloud Stakeholders -- ISO/IEC 17789 CCRA Roles and Sub-Roles -- Cloud Service Customer -- CSP -- Cloud Service Partner -- Cloud Auditor -- NIST Cloud Computing Key Actors -- Cloud Consumer -- Cloud Provider -- Cloud Broker -- Cloud Auditor (CA) -- Cloud Carrier (CC) -- Key Cloud Computing Technologies and Building Blocks -- Summary -- Exam Readiness Drill - Chapter Review Questions -- Chapter 2: Cloud Reference Architecture -- Cloud Service Models -- Software as a Service (SaaS) -- Platform as a Service (PaaS) -- Infrastructure as a Service (IaaS) -- Cloud Service Models and Categories -- Cloud Deployment Models -- Shared Responsibility Model -- Shared Considerations for Cloud Deployments -- Emerging Technologies in Cloud Computing -- Data Science -- Artificial Intelligence and Machine Learning (AI/ML) -- Blockchain -- Internet of Things (IoT) -- Containers -- Quantum Computing -- Quantum as a Service (QaaS) -- Quantum-Enhanced Optimization and ML -- Quantum Simulation and Modeling -- Quantum Cloud-Based Software Development -- Edge Computing -- Confidential Computing -- Summary -- Exam Readiness Drill - Chapter Review Questions -- Chapter 3: Top Threats and Essential Cloud Security Concepts and Controls -- The CIA Triad-Confidentiality, Integrity, and Availability -- Common Threats to Cloud Deployments -- Data Breaches -- Misconfiguration -- Insecure APIs -- Insider Threats -- Account Hijacking -- Security Control Categories and Types -- Security Control Categories/Classes -- Security Control Types and Functionality -- Summary -- Exam Readiness Drill - Chapter Review Questions…”
    Libro electrónico
  19. 11139
    Publicado 2024
    Tabla de Contenidos: “…(Ethical Commitments) -- 5 Telling and Retelling the Directing Fragments of the Potty -- 5.1 My Story of the Happy Child Becoming Diaper Free -- 5.2 A Friend's Story about Migrant Families and Oppressive Toilet Training -- 5.3 The Taboo Potty - The Story of a Special Needs Teacher -- 5.4 Diverse Potty-Entanglements and Diffractive Stories: Pedagogy Class with Second-Grade Kindergarten Teacher Education Students -- 5.5 The Rainbow of Potties Enabling Us to Meet Each Child - The Story of the Headmaster -- 5.6 Potty Diffracting between Kindergarten Staff: SpaceTime Coordinates - November 2013, M.'…”
    Libro electrónico
  20. 11140
    Publicado 2024
    Tabla de Contenidos: “…Chapter 7: Querying Our Data, Part 2 - Postprocessing and Response Synthesis -- Technical requirements -- Re-ranking, transforming, and filtering nodes using postprocessors -- Exploring how postprocessors filter, transform, and re-rank nodes -- SimilarityPostprocessor -- KeywordNodePostprocessor -- PrevNextNodePostprocessor -- LongContextReorder -- PIINodePostprocessor and NERPIINodePostprocessor -- MetadataReplacementPostprocessor -- SentenceEmbeddingOptimizer -- Time-based postprocessors -- Re-ranking postprocessors -- Final thoughts about node postprocessors -- Understanding response synthesizers -- Implementing output parsing techniques -- Extracting structured outputs using output parsers -- Extracting structured outputs using Pydantic programs -- Building and using query engines -- Exploring different methods of building query engines -- Advanced uses of the QueryEngine interface -- Hands-on - building quizzes in PITS -- Summary -- Chapter 8: Building Chatbots and Agents with LlamaIndex -- Technical requirements -- Understanding chatbots and agents -- Discovering ChatEngine -- Understanding the different chat modes -- Implementing agentic strategies in our apps -- Building tools and ToolSpec classes for our agents -- Understanding reasoning loops -- OpenAIAgent -- ReActAgent -- How do we interact with agents? …”
    Libro electrónico