Tabla de Contenidos: “…Style and format -- Simple and compound tags -- Creating a tagging strategy -- Automated tagging -- Cost allocation -- Summary -- Chapter 4: Estimating Cloud Solution Costs and Initiative Saving -- Technical requirements -- How to calculate the TCO for cloud solutions -- TCO introduction -- Cloud pricing calculators -- Pricing APIs from cloud providers and how to work with them -- Pricing APIs overview -- Estimating potential savings of cost optimization initiatives -- How to automate cost estimation -- Data sources selection -- Data consolidation -- Estimation calculation -- Change notification -- Data update -- Summary -- Chapter 5: Improving Cost Visibility with Dashboards and Reports -- Understanding cloud invoices and billing data -- Dashboards and reports -- The main differences between a report and a dashboard -- Key benefits -- Dashboards from another view - simulators -- How to prepare cost evolution reports and dashboards and their importance -- Financial basics -- Tracking savings to initiatives and adding milestones -- Unit economics -- How to prepare FinOps dashboards and reports -- Existing dashboards and reports -- Custom dashboards and reports -- Summary -- Part 3: Optimize - How to Get the Most out of Cloud Resources -- Chapter 6: Implementing IaaS Compute Optimization -- Compute optimization key concepts -- Quick wins -- Introduction to IaaS, PaaS, and serverless -- Stateless versus stateful -- IaaS optimization -- Quick win - orphaned resources -- Virtual machine version upgrades -- Virtual machine rightsizing -- Virtual machine family standardization -- Virtual machine power scheduling -- Virtual machine scaling -- Reserved Instances and Saving Plans -- Spot VMs -- Summary -- Chapter 7: Implementing PaaS and Other Compute Optimization Initiatives -- PaaS optimization -- PaaS rightsizing and workload consolidation…”

Tabla de Contenidos: “…X2.4.6 Section 3.5: Stakeholder Engagement -- X2.4.7 Section 3.6: Governance Framework -- X2.4.8 Section 3.7: Collaboration -- X2.4.9 Section 3.8: Life Cycle Management -- X2.4.10 Section 4: Program Activities -- X2.4.11 Appendix X1 -- Appendix X3: Contributors and Reviewers of the Standard for Program Management -- X3.1 Contributors -- X3.2 Staff -- References -- Glossary -- Index -- Back Cover…”

Tabla de Contenidos: “…. -- Chapter 8 Structural Items -- Adding Structural Grids -- Placing a Grid -- Adding Structural Columns -- Using Structural Framing -- I Can't See My Grids! -- Why Is It Cutting Back the Beams? -- Adding a Beam System -- Adding Bracing -- Understanding Foundation Systems -- Adding Structural Footings -- Structural Slabs -- Piers and Spread Footings -- Are You Experienced? …”

Tabla de Contenidos: “…Cover Page -- Title Page -- Copyright Page -- Contents -- Introduction -- Six parts -- Building your own toolkit -- Part 1 Pathway: ... from disruption to advantage -- Chapter 1 The moment -- Martin Bean: leaning into disruption -- Never to go back -- No plan survives first contact with the enemy -- Positive disruption -- Graham Winter: finding the right moment -- Martin's playbook -- The gathering storm -- Advantage leaders -- Insights -- Turning adversity to advantage -- Chapter 2 Advantage leader -- The accelerant -- In-the-field experience -- The toolkit -- Mental models -- Graham Winter: reimagine and reset -- The three principles -- Principle 1. …”

Tabla de Contenidos: “…The deployment process -- Geography and region settings -- Windows 365 and data protection -- Configuring networking -- Prerequisites -- Creating a virtual network in Azure -- Setting up an AADJ ANC -- Setting up a HAADJ ANC -- Automatic health checks -- Manually triggering a health check -- Purchasing and assigning Windows 365 licenses -- Provisioning Cloud PCs -- Creating custom images -- Custom image pre-requirements -- Creating a virtual machine -- Creating a managed image -- Uploading a custom image to Windows 365 -- Configuring Windows 365 Boot -- Migrating to Windows 365 - profiles and data -- Applications and configurations -- Security -- User data -- Enabling Windows Autopatch -- Summary -- Questions -- Further reading -- Chapter 4: Managing Cloud PCs -- Configuring an ESP for a Cloud PC -- Important ESP settings -- Assignment of the ESP -- Configuring an ESP -- An end user experience -- Moving Cloud PCs to another region -- Enabling users to reset their Cloud PCs -- Resizing Cloud PCs -- Resizing a Cloud PC provisioned by a direct assigned license -- Resizing a Cloud PC provisioned by a group-based license -- Bulk device actions -- Configuring configuration profiles -- Structuring assignments with filters -- Creating a filter for Windows 365 -- Creating a CSP -- Deploying applications to Cloud PCs -- Backing up and restoring Cloud PCs -- How do restore points work? …”

Tabla de Contenidos: “…-- Pre-work - understanding your data -- Design planning - planning your workflow -- Architecture development - developing your resources -- Putting it all together - project diagrams -- What is an ETL data pipeline? -- Batch processing -- Streaming method -- Cloud-native -- Automating ETL pipelines -- Exploring use cases for ETL pipelines -- Summary -- References -- Chapter 3: Design Principles for Creating Scalable and Resilient Pipelines -- Technical requirements -- Understanding the design patterns for ETL -- Basic ETL design pattern -- ETL-P design pattern -- ETL-VP design pattern -- ELT two-phase pattern -- Preparing your local environment for installations -- Open source Python libraries for ETL pipelines -- Pandas -- NumPy -- Scaling for big data packages -- Dask -- Numba -- Summary -- References -- Part 2: Designing ETL Pipelines with Python -- Chapter 4: Sourcing Insightful Data and Data Extraction Strategies -- Technical requirements -- What is data sourcing? …”

Tabla de Contenidos: “…Chromatographic methods for the analysis of oils and fats -- 5.1 Introduction -- 5.2 Quality assessment of oils and fats -- 5.3 Chromatographic based techniques -- 5.3.1 Application of TLC for quality control of edible fats and oils -- 5.3.1.1 Qualitative analysis -- 5.3.1.2 Quantitative analysis -- 5.3.2 GC-FID and GC-MS for quality assessment of fats and oils -- 5.3.2.1 General principle…”

Tabla de Contenidos: “…-- Tymoigne: Secular stagnation and the age of ultra-low interest rates -- Mattos: Monetary policy after the crisis-a Post-Keynesian critique -- Nersisyan and Wray: Biden's build back better proposal and the future of secular stagnation -- A - Secular stagnation: theory, causes, and evidence…”

Tabla de Contenidos: “…Document classification -- N-grams -- Selecting a subset of n-grams -- Using genetic algorithms to search for a fixed-size subset -- Python implementation -- Summary -- Further reading -- Chapter 12: Explainable AI, Causality, and Counterfactuals with Genetic Algorithms -- Technical requirements -- Unlocking the black box - XAI -- Unraveling cause and effect - causality in AI -- What-if scenarios - counterfactuals -- Genetic algorithms in counterfactual analysis - navigating alternative scenarios -- The German Credit Risk dataset -- Exploring counterfactual scenarios for credit risk prediction -- The Applicant class -- The CreditRiskData class -- Counterfactuals with genetic algorithms -- The genetic algorithm solution -- More "what-if" scenarios -- Extending to other datasets -- Summary -- Further reading -- Part 4: Enhancing Performance with Concurrency and Cloud Strategies -- Chapter 13: Accelerating Genetic Algorithms - the Power of Concurrency -- Technical requirements -- Long runtimes in real-world genetic algorithms -- Parallelizing genetic algorithms -- Multithreading -- Multiprocessing -- Back to the OneMax problem -- A baseline benchmark program -- Simulating computational intensity -- Multiprocessing using the Pool class -- Increasing the number of processes -- Multiprocessing using the SCOOP library -- Distributed computing with SCOOP -- Summary -- Further reading -- Chapter 14: Beyond Local Resources - Scaling Genetic Algorithms in the Cloud -- Technical requirements -- The next level in genetic algorithm performance -embracing a client-server architecture -- Implementing a client-server model -- Using a separate environment -- Revisiting the One-Max problem, yet again -- Creating the server component -- Creating the client component -- Running the asynchronous client -- Using a production-grade app server…”

Tabla de Contenidos:

“…Once the model is trained in Spark, the model's parameters are written back to Cassandra. The model stored in Cassandra is subsequently accessed by the event processing module, implemented in Akka. …”

“…This covers the internals of front and back propagation, and facilitates the understanding of the main principles of neural network processing. …”

“…You'll learn how to: Use modern data management and data engineering techniques Understand how ACID transactions bring reliability to data lakes at scale Run streaming and batch jobs against your data lake concurrently Execute update, delete, and merge commands against your data lake Use time travel to roll back and examine previous data versions Build a streaming data quality pipeline following the medallion architecture…”

Tabla de Contenidos: “…. -- Sin embargo, "En Barranquilla me quedo" debió esperar un año. . . -- Back Matter(pp. 247-250) -- Back Matter(pp. 247-250) -- https://doi.org/10.2307/jj.11660119.16 -- https://www.jstor.org/stable/jj.11660119.16…”

Tabla de Contenidos: “…201 -- 6.5.2.4 Evaluation 203 -- 6.6 Priorities and Deadlines in Batch Processing Systems 204 -- 6.6.1 Natjam: Supporting Priorities and Deadlines in Hadoop 204 -- 6.6.1.1 Motivation 204 -- 6.6.1.2 Eviction Policies for a Dual-Priority Setting 206 -- 6.6.1.3 Natjam Architecture 209.…”

Tabla de Contenidos: “…Gil Guitart, p.154; Nave Simón / Lluís Clotet i Ignacio Paricio Ansuategui, p.158; Statzione marítima di aliscafi (Estación Maritima de Jet-Foil) / Eustaquio Martínez García, Arsenio Pérez Amaral i Antonio Corona Bosh, p.160; Centro di design (Centro de diseño) / Mariano Bayón, p.164; Statzione ferroviària Santa Justa (Estación de Ferrocarriles Santa Justa) / Antonio Cruz Villalón y Antonio Ortiz García, p.164; Cantine Marco Real (Bodegas Marco Real) / Francisco José Mangado Beloqui, p.166; Ampliamento dell’aeroporto (ampliación del aeropuerto) / Ricardo Bofill Levi, p.168; Centrale telefonica nel villaggio olimpico (Central telefónica en la Villa Olímpica) / Jaume Bach Nuñez y Gabriel Mora, p.170; Centrale elettrica regionale (Centro Regional de Explotación de Redeléctrica) / Mariano Bayón, p.172; Centro regionale di attivazione della rete elettrica CEREX nord-est (Centro Regional de Explotación de Redeléctica CEREX Noroeste) / Andrés Perea Ortega, p.174; Maremágnum / Albert Vilaplana Vea, Vilaplana/Piñón Arqs., R.Mercade Ass. …”

“…Data meshes can help your organization decentralize data, giving ownership back to the engineers who produced it. This book provides a concise yet comprehensive overview of data mesh patterns for streaming and real-time data services. …”

“…Data meshes can help your organization decentralize data, giving ownership back to the engineers who produced it. This book provides a concise yet comprehensive overview of data mesh patterns for streaming and real-time data services. …”

Tabla de Contenidos: “…See -- Archimedean Axiom -- ARIMA -- See -- Army Operations Research -- Arrival Process -- See -- Arrival-Point Distribution -- Arrow Diagram -- See -- Artificial Intelligence -- Introduction -- AI as Search -- AI as Logic -- Further Reading -- See -- References -- Artificial Variables -- See -- Assignment Problem -- See -- References -- Auction and Bidding Models -- Introduction -- Environments Modeled -- Auction Forms -- Revenue Maximization -- Concluding Remarks -- See -- References -- Automation in Manufacturing and Services -- Introduction -- Automated Manufacturing -- Services -- Implementation: Human and Organizational Dimensions -- Concluding Remarks -- See -- References -- Availability -- See -- References -- Averch-Johnson Hyphothesis -- B -- Backward Chaining -- See -- Backward Kolmogorov Equations -- See -- Backward-Recurrence Time -- Balance Equations -- See -- Balking -- See -- Bandit Model -- Banking -- Introduction -- Pricing Contingent Cashflows -- Portfolio Immunization -- Portfolio Diversification -- See -- References -- Bar Chart -- Barrier Functions and their Modifications -- Introduction -- Barrier Functions -- Modified Barrier Functions -- See -- References -- Basic Feasible Solution -- See -- Basic Solution -- See -- Basic Variables -- See -- Basis -- See -- Basis Inverse -- See -- Basis Vector -- See -- Batch Shops -- Battle Modeling -- Introduction -- Battle Model Classification -- Attrition Laws -- Dimension, Data, and Output -- Verification, Validation, and Accreditation -- Other Controversies -- Concluding Remarks -- See -- References -- Bayes Rule -- See -- Bayesian Decision Theory, Subjective Probability, and Utility -- Introduction -- Subjective Probability -- Bayes Rule -- Other Interpretations of The Probability Calculus -- Utility Theory -- Concluding Remarks -- See -- References -- Beale Tableau -- See…”