Tabla de Contenidos: “…8.5 Advanced MPI functionality to simplify code and enable optimizations -- 8.5.1 Using custom MPI data types for performance and code simplification -- 8.5.2 Cartesian topology support in MPI -- 8.5.3 Performance tests of ghost cell exchange variants -- 8.6 Hybrid MPI plus OpenMP for extreme scalability -- 8.6.1 The benefits of hybrid MPI plus OpenMP -- 8.6.2 MPI plus OpenMP example -- 8.7 Further explorations -- 8.7.1 Additional reading -- 8.7.2 Exercises -- Summary -- Part 3 GPUs: Built to accelerate -- 9 GPU architectures and concepts -- 9.1 The CPU-GPU system as an accelerated computational platform -- 9.1.1 Integrated GPUs: An underused option on commodity-based systems -- 9.1.2 Dedicated GPUs: The workhorse option -- 9.2 The GPU and the thread engine -- 9.2.1 The compute unit is the streaming multiprocessor (or subslice) -- 9.2.2 Processing elements are the individual processors -- 9.2.3 Multiple data operations by each processing element -- 9.2.4 Calculating the peak theoretical flops for some leading GPUs -- 9.3 Characteristics of GPU memory spaces -- 9.3.1 Calculating theoretical peak memory bandwidth -- 9.3.2 Measuring the GPU stream benchmark -- 9.3.3 Roofline performance model for GPUs -- 9.3.4 Using the mixbench performance tool to choose the best GPU for a workload -- 9.4 The PCI bus: CPU to GPU data transfer overhead -- 9.4.1 Theoretical bandwidth of the PCI bus -- 9.4.2 A benchmark application for PCI bandwidth -- 9.5 Multi-GPU platforms and MPI -- 9.5.1 Optimizing the data movement between GPUs across the network -- 9.5.2 A higher performance alternative to the PCI bus -- 9.6 Potential benefits of GPU-accelerated platforms -- 9.6.1 Reducing time-to-solution -- 9.6.2 Reducing energy use with GPUs -- 9.6.3 Reduction in cloud computing costs with GPUs -- 9.7 When to use GPUs -- 9.8 Further explorations -- 9.8.1 Additional reading…”

Tabla de Contenidos: “…Step 3: Choose the most functional visualization type for your purpose -- Picking the Most Appropriate Design Style -- Inducing a calculating, exacting response -- Eliciting a strong emotional response -- Selecting the Appropriate Data Graphic Type -- Standard chart graphics -- Comparative graphics -- Statistical plots -- Topology structures -- Spatial plots and maps -- Testing Data Graphics -- Adding Context -- Creating context with data -- Creating context with annotations -- Creating context with graphical elements -- Part 3 Taking Stock of Your Data Science Capabilities -- Chapter 9 Developing Your Business Acumen -- Bridging the Business Gap -- Contrasting business acumen with subject matter expertise -- Defining business acumen -- Traversing the Business Landscape -- Seeing how data roles support the business in making money -- Leveling up your business acumen -- Fortifying your leadership skills -- Surveying Use Cases and Case Studies -- Documentation for data leaders -- Documentation for data implementers -- Chapter 10 Improving Operations -- Establishing Essential Context for Operational Improvements Use Cases -- Exploring Ways That Data Science Is Used to Improve Operations -- Making major improvements to traditional manufacturing operations -- Optimizing business operations with data science -- An AI case study: Automated, personalized, and effective debt collection processes -- Gaining logistical efficiencies with better use of real-time data -- Another AI case study: Real-time optimized logistics routing -- Modernizing media and the press with data science and AI -- Generating content with the click of a button -- Yet another case study: Increasing content generation rates -- Chapter 11 Making Marketing Improvements -- Exploring Popular Use Cases for Data Science in Marketing -- Turning Web Analytics into Dollars and Sense…”

Tabla de Contenidos: “…-- Ideation -- Concept -- Business Case -- Development -- Testing -- Launch -- Digital Product and Service Development Approach Evaluation -- Understanding the Digital Product and Service Development Assessment Framework -- Assessment Framework Overview -- The Context Elements -- The Performance Enablers -- The Digital Transformation Solutions -- Assessing Current Digital Product and Service Development -- What Is a Digital Product and Service Development Platform? …”

Tabla de Contenidos: “…-- Threat Modeling -- Threat-Hunting Maturity Model -- Organization Maturity and Readiness -- Level 0: INITIAL -- Level 1: MINIMAL -- Level 2: PROCEDURAL -- Level 3: INNOVATIVE -- Level 4: LEADING -- Human Elements of Threat Hunting -- How Do You Make the Board of Directors Cyber-Smart? …”

“…Arts-Based Methods in Education Around the World aims to investigate arts-based encounters in educational settings in response to a global need for studies that connect the cultural, inter-cultural, cross-cultural, and global elements of arts-based methods in education. In this extraordinary collection, contributions are collected from experts all over the world and involve a multiplicity of arts genres and traditions. …”

Tabla de Contenidos: “…Introduction -- Concepts et définitions -- 2. Rôle et éléments clés de l'EES -- A. Rôle de L'EES -- Figure 1. …”

Tabla de Contenidos: “…Attention et importance prêtées par le consommateur aux éléments d'information -- Graphique 6.A1.2. Utilisation de l'information par les consommateurs dans leurs décisions d'achat -- Graphique 6.A1.3. …”

“…What You Will Learn Get to know various data visualization libraries available in R to represent data Generate elegant codes to craft graphics using ggplot2, ggvis and plotly Add elements, text, animation, and colors to your plot to make sense of data Deepen your knowledge by adding bar-charts, scatterplots, and time series plots using ggplot2 Build interactive dashboards using Shiny. …”

“…The authors also discuss selected Natech accidents, including recent examples, and provide specific ‘lessons learned’ from each, as well as an analysis of all essential elements of Natech risk assessment, such as plant layout, substance hazards, and equipment vulnerability. …”

Tabla de Contenidos: “…-- Part 3 Programming Concepts -- Chapter 7 Essential VBA Language Elements -- Using Comments in Your VBA Code -- Using Variables, Constants, and Data Types -- Understanding variables -- What are VBA's data types? …”

Tabla de Contenidos: “…Seeing What Makes a Great Data Scientist -- Structuring a Data Science Team -- Hiring and evaluating the data science talent you need -- Retaining Competence in Data Science -- Understanding what makes a data scientist leave -- Part 4: Investing in the Right Infrastructure -- Chapter 14: Developing a Data Architecture -- Defining What Makes Up a Data Architecture -- Describing traditional architectural approaches -- Elements of a data architecture -- Exploring the Characteristics of a Modern Data Architecture -- Explaining Data Architecture Layers -- Listing the Essential Technologies for a Modern Data Architecture -- NoSQL databases -- Real-time streaming platforms -- Docker and containers -- Container repositories -- Container orchestration -- Microservices -- Function as a service -- Creating a Modern Data Architecture -- Chapter 15: Focusing Data Governance on the Right Aspects -- Sorting Out Data Governance -- Data governance for defense or offense -- Objectives for data governance -- Explaining Why Data Governance is Needed -- Data governance saves money -- Bad data governance is dangerous -- Good data governance provides clarity -- Establishing Data Stewardship to Enforce Data Governance Rules -- Implementing a Structured Approach to Data Governance -- Chapter 16: Managing Models During Development and Production -- Unfolding the Fundamentals of Model Management -- Working with many models -- Making the case for efficient model management -- Implementing Model Management -- Pinpointing implementation challenges -- Managing model risk -- Measuring the risk level -- Identifying suitable control mechanisms -- Chapter 17: Exploring the Importance of Open Source -- Exploring the Role of Open Source -- Understanding the importance of open source in smaller companies -- Understanding the trend…”

“…Offering rapidly crafted artifacts, your teams collaborate with your customers to identify preferred and profitable elements of your desired outcome. Presumptive Design focuses on your users’ problem space, informing your business strategy, your project’s early stage definition, and your innovation pipeline. …”

Tabla de Contenidos: “…-- Part III Programming Concepts -- Chapter 7 Essential VBA Language Elements -- Using Comments in Your VBA Code -- Using Variables, Constants, and Data Types -- Understanding variables -- What are VBA's data types? …”

Tabla de Contenidos: “…Intro -- Excel® 2016 Formulas -- About the Authors -- About the Technical Editor -- Credits -- Contents at a Glance -- Table of Contents -- Introduction -- Part I: Understanding Formula Basics -- Chapter 1: The Excel User Interface in a Nutshell -- The Workings of Workbooks -- Worksheets -- Chart sheets -- Macro sheets and dialog sheets -- The Excel User Interface -- The Ribbon -- Backstage View -- Shortcut menus and the mini toolbar -- Dialog boxes -- Customizing the UI -- Task panes -- Customizing onscreen display -- Numeric formatting -- Stylistic formatting -- Protection Options -- Securing access to the entire workbook -- Limiting access to specific worksheet ranges -- Protecting the workbook structure -- Chapter 2: Basic Facts About Formulas -- Entering and Editing Formulas -- Formula elements -- Entering a formula -- Pasting names -- Spaces and line breaks -- Formula limits -- Sample formulas -- Editing formulas -- Using Operators in Formulas -- Reference operators -- Sample formulas that use operators -- Operator precedence -- Nested parentheses -- Calculating Formulas -- Cell and Range References -- Creating an absolute or a mixed reference -- Referencing other sheets or workbooks -- Copying or Moving Formulas -- Making an Exact Copy of a Formula -- Converting Formulas to Values -- Hiding Formulas -- Errors in Formulas -- Dealing with Circular References -- Goal Seeking -- A goal seeking example -- More about goal seeking -- Chapter 3: Working with Names -- What's in a Name? …”

Tabla de Contenidos: “…Security testing and operations monitoring -- Incorporating manual elements into CI/CD workflows -- Summary -- Questions and answers -- Further reading -- Chapter 12: Test First, Test Later, Test Never -- Adding tests first -- Test-first is a design tool -- Tests form executable specifications -- Test-first provides meaningful code coverage metrics -- Beware of making a code coverage metric a target -- Beware of writing all tests upfront -- Writing tests first helps with continuous delivery -- We can always test it later, right? …”

Tabla de Contenidos: “…. -- See also -- Specifying conditional form elements -- How to do it... -- How it works... -- Using AJAX in a Drupal form -- How to do it... -- How it works... -- There's more... -- See also -- Customizing existing forms in Drupal -- How to do it... -- How it works... -- Chapter 8: Plug and Play with Plugins -- Technical requirements -- Creating blocks using plugins -- How to do it... -- How it works... -- There's more... -- See also -- Creating a custom field type -- Getting ready -- How to do it... -- How it works... -- There's more... -- Creating a custom field widget -- Getting ready -- How to do it... -- How it works... -- There's more... -- Creating a custom field formatter -- Getting ready -- How to do it... -- How it works... -- There's more... -- Creating a custom plugin type -- How to do it... -- How it works... -- There's more... -- Chapter 9: Creating Custom Entity Types -- Technical requirements -- Using custom classes for entity bundles -- Getting started -- How to do it... -- How it works... -- See also -- Creating a configuration entity type -- How to do it... -- How it works... -- There's more... -- See also…”

Tabla de Contenidos: “…Putting All of These Elements Together, How Does PoW Work? -- 12. What Happens If Two Blocks Are Mined at the Same Time? …”

Tabla de Contenidos: “…Preparing for the unpredictable in GenAI-assisted writing -- Chapter 9 Creating Short-Form Content -- Getting Better Results by Combining Different Types of AI -- AI aggregation -- Output stitching -- AI chaining -- Enhancing Blogging -- Leveraging GenAI to elevate blog content and engagement -- Streamlining the blogging workflow with GenAI -- Writing Short News Articles with AI -- GenAI-assisted journalism: Quick news writing -- Balancing speed and integrity in GenAI-generated news -- Adding GenAI Pizzazz to Speechwriting -- Crafting memorable speeches with GenAI support -- Personalizing public speaking through GenAI -- Designing and Writing Content for Websites -- GenAI-driven website design -- Optimizing website copy with GenAI insights -- Checking the wisdom of adding GenAI chatbots to your website -- Crafting Logos and Slogans -- Generating creative brand elements with GenAI -- Creating Social Media Content -- Tailoring GenAI-generated content for social media platforms -- Strategies for viral GenAI-enhanced social media posts -- Repurposing social media content with GenAI -- Pitfalls and Pitstops -- Recognizing the limits and risks of GenAI in short-form content -- Ethical considerations and quality control -- Chapter 10 Luring Images, Music, and Video Out of GenAI -- Getting Ready to Create with GenAI -- Writing Prompts to Create Artistic Outputs -- Different prompts for different types of creators -- The art of artsy prompting -- Why the subtractive method works for content creation -- Why the additive method is better for artistic prompting -- Working with a clear prompting structure -- Harnessing GenAI for Multimedia Content Creation -- Innovations in AI-Generated Imagery and Soundscapes -- Making music with AI -- Making videos with AI -- Chapter 11 Speeding, Improving, and Checking Your and GenAI's Work…”

Tabla de Contenidos: “…E-Commerce Business Strategies -- Learning Objectives -- Australia's Canva Grows from Startup to Super Unicorn -- 2.1 E-commerce Business Models -- Introduction -- Eight Key Elements of a Business Model -- Insight on Business: OpenRice Brings Social E-commerce to the Table -- Raising Capital -- Insight on Society: Crowdfunding Takes Off Around the World -- Categorizing E-commerce Business Models: Some Difficulties -- 2.2 Major Business-to-Consumer (B2C) Business Models -- Online Retailer (E-tailer) -- Community Provider -- Content Provider -- Portal -- Transaction Broker -- Market Creator -- Insight on Technology: Behind the Scenes at Etsy -- Service Provider -- 2.3 Major Business-to-Business (B2B) Business Models -- E-distributor -- E-procurement -- Exchanges -- Industry Consortia -- Private B2B Networks -- 2.4 How E-commerce Changes Business: Strategy, Structure, and Process -- Industry Structure -- Industry Value Chain -- Firm Value Chains -- Firm Value Webs -- Business Strategy -- E-commerce Technology and Business Model Disruption -- 2.5 Careers in E-commerce -- The Company -- Position: Assistant Manager of E-Business -- Qualifications/Skills -- Preparing for the Interview -- Possible First Interview Questions -- 2.6 Case Study: Weathering the Storm: Twitter's Uncertain Future -- 2.7 Review -- Key Concepts -- Questions -- Projects -- References -- Part 2: Technology Infrastructure for E-commerce -- Chapter 3. …”

Tabla de Contenidos: “…Disaster Risk Equation -- 4.1.5. Elements of the Risk Equation -- 4.1.6. Applying the Disaster Risk Equation -- 4.2. …”