Tabla de Contenidos: “…. -- See also -- Chapter 8: Going Beyond Traditional Materials -- Technical requirements -- Playing a video on an in-game TV -- Getting ready -- How to do it... -- How it works... -- See also -- Capturing the scene through a CCTV camera -- Getting ready…”

Tabla de Contenidos: “…Intro -- Title Page -- Copyright Page -- Table of Contents -- Introduction -- About This Book -- Foolish Assumptions -- Icons Used in This Book -- Beyond the Book -- Where to Go from Here -- Part 1 Techniques and Technologies -- Chapter 1 How Coding Benefits from AI -- Banishing Boring Tasks -- Spotting boring tasks -- Letting AI write the template -- Crafting CRUD with AI -- Helping with Syntax -- Stop remembering trivial details -- Hinting at code mastery -- Adapting to new syntax -- Linting with AI -- Detecting bad code with static code analysis -- Integrating AI with static code analysis -- Using AI as a Tutor -- Studying AI's potential in education -- Avoiding potential pitfalls -- Pairing Up with AI -- Overview of pair programming styles -- Understanding the pros and cons of pair programming with AI -- AI pair programming session -- Installing Copilot -- Using prompting to create a trivia game -- Chapter 2 Parsing Machine Learning and Deep Learning -- Decoding Machine and Deep Learning -- Defining key concepts -- Thinking about neural networks -- Input layer -- Hidden layer -- Output layer -- Training and testing models -- Demystifying Natural-Language Processing -- History of NLP -- Overcoming the challenges of NLP -- Understanding supervised and unsupervised learning -- Language generation techniques -- Understanding Transformers -- Learning to pay attention -- Getting tokens -- Illuminating Generative AI Models -- Recognizing AI's Limitations -- Language models are bad at math -- Language models are wordy -- AI has limited knowledge -- AI lacks common sense -- AI has accuracy issues -- AI has the potential to be biased -- Chapter 3 AI Coding Tools -- Navigating GitHub Copilot -- Installing the Copilot plug-in -- Working efficiently with Copilot -- Specify your goal -- Break things down -- Give examples -- Open related files…”

Tabla de Contenidos: “…Intro -- Title Page -- Copyright -- Introduction -- About This Book -- Foolish Assumptions -- Icons Used in This Book -- Beyond the Book -- Where to Go from Here -- Book 1: Laying the Groundwork -- Chapter 1: Preparing for Business -- Getting in Shape to Start Up -- Confirming Viability -- Getting Help -- Entering an Incubator -- Assisting Inventors -- Chapter 2: Arranging the Foundations -- Structuring Your Business -- Safeguarding Your Business Assets -- Working from Home -- Chapter 3: Can You Do the Business? …”

Tabla de Contenidos: “…-- The Challenges and Lessons Learned from Using Artificial Intelligence -- Models Can Be Fooled by Bias -- Predictive Power Does Not Imply Causation -- AI Algorithms Can Discriminate -- Models Can Cheat (the Problem with Shortcut Learning) -- Models Do Not Generalize to Out-of-Distribution Cases -- Models Can Be Gamed -- Some Tools Can Be Used as Weapons -- Models Can Create an Illusion of Certainty -- AI Expertise Alone Cannot Solve World Problems -- Conclusion -- Large Language Models -- Understanding Language Models -- The Training Process: Learning Language Through Data -- Historical Perspective: Two Decades of Evolution -- The Generative Aspect of GPT -- Pre-training: The P in GPT and Beyond -- Transformers: The T in GPT and Its Revolutionary Impact -- Limitations of LLMs -- Demystifying AI's Intelligence -- Understanding Truth -- The Phenomenon of LLM Hallucinations -- The Impact of LLMs -- LLMs and the Power for Good -- LLMs as a Language Aid -- LLMs for Democratizing Coding -- LLMs in Areas Like Medicine -- Chapter 3 Commonly Used Processes and Terms -- Common Processes -- Commonly Used Measures -- The Structure of the Book -- Part II Sustainability -- Chapter 4 Deep Learning with Geospatial Data -- Executive Summary -- Why Is This Important? …”

Tabla de Contenidos: “…-- Chapter 10: The Future of Generative AI - Trends and Emerging Use Cases -- The era of multimodal interactions -- GPT-4 Turbo Vision and beyond - a closer look at this LMM -- Video prompts for video understanding -- Video generation models - a far-fetched dream? …”

Tabla de Contenidos: “…Verifying block production -- Summary -- Part 5: The Future of Blockchains -- Chapter 11: Future of Rust for Blockchains -- What the future looks like for Rust blockchains -- Popular blockchains -- Upcoming blockchains -- Upcoming Rust Web3 projects -- The Rust community -- Jobs in the Web3 space -- Popular job roles -- How to find Web3 jobs -- Building a career -- Going beyond this book -- Summary -- Index -- Other Books You May Enjoy…”

Tabla de Contenidos: “…Access to international markets can bring more opportunities for smaller and older rural firms -- There are opportunities for innovation in rural Scotland -- Scotland is a strong innovator when it comes to collaborations for scientific publications with SMEs and social innovation -- Scotland is a leader in the adoption of innovations targeted at mitigating climate change through renewable energy resources -- Yet, firms in non-metropolitan regions of Scotland are still stronger contributors to production-based GHG emissions than those in metropolitan regions of Scotland -- Accessible rural areas are distinct from remote rural areas and, as such, have different opportunities and challenges when it comes to innovation and entrepreneurship -- Social innovation is an increasingly critical part of delivering services to rural communities -- Recommendations -- Policy design for delivering services for innovation and entrepreneurship in rural Scotland -- Going beyond science and technology-focused support for rural innovation -- Improving access to skills for innovation through vertical and horizontal co-ordination -- Improving delivery of innovation programmes in rural Scotland -- Promoting innovation and experimentation in the delivery of support services -- Strengthening new firm formation, social entrepreneurs and the competitiveness of SMEs -- Co-ordination initiatives can help improve the system of innovation -- Supporting rural entrepreneurs through vertical and horizontal co-ordination -- Overcoming low economies of scale for firms in rural areas -- Social innovation -- Notes -- 2 Understanding innovation in rural Scotland -- Introduction to the landscape of innovation and geography in Scotland -- Demographic challenges in non-metropolitan areas -- Leading by example in innovation for climate change…”

Tabla de Contenidos: “…Gamification strategies that contributed to their success -- Best practices and lessons learned -- TerryBerry -- Bed Bath &amp -- Beyond (Overstock) -- Entrenuity -- Summary -- Further reading -- Chapter 12: The Future of Gamification -- Gamification on Earth in 2033 -- Drivers and signals of change -- Drivers of change -- Signals of change -- Four examples of how gamification will shape the future -- Technology drivers of change -- Signals of change - how AI is changing the future -- Regulation and policy drivers of change -- Signals of change - deregulation of gambling -- Drivers of change - shifts in the workforce -- Signal of change - Upwork -- Driver of change - health and wellness -- Signal of change - improved health through gamification -- Summary -- Index -- About Packt -- Other Books You May Enjoy…”

Tabla de Contenidos: “…-- Mobile app security threats -- Architecting secure mobile apps -- The traditional way of doing security testing -- Introduction to mobile DevSecOps -- Benefits of Mobile DevSecOps -- Building a culture of security -- Starting your DevSecOps journey -- Automating mobile security testing with mobile CI/CD and DevOps -- Tools to automate security testing -- Tips for security automation for mobile DevOps -- Summary -- Chapter 9: Mobile DevOps Best Practices -- Best practices for CI/CD in mobile app development -- Key metrics to track for CI/CD in mobile app development -- Managing mobile app versions and releases -- Monorepo -- Multi-repo -- Managing mobile app infrastructure -- IaC for mobile apps -- Configuration management for mobile apps -- Remote and dependency caching -- Execution of CI builds and tests in parallel -- A/B testing and feature flags -- A/B testing for mobile apps -- Feature flags for mobile apps -- Mock APIs -- Building, testing, and releasing with fastlane -- ChatOps for mobile DevOps collaboration -- Slack -- AWS Chatbot -- Summary -- Part 4: Moving Beyond Mobile DevOps and the Future of DevOps…”

Tabla de Contenidos: “…-- The OTel project -- OTel -- Summary -- Chapter 12: Distributing Your Apps -- Technical requirements -- Go Modules -- The routine using modules -- CI -- Caching -- Static analysis -- Releasing your application -- Summary -- Part 5: Going Beyond -- Chapter 13: Capstone Project - Distributed Cache -- Technical requirements -- Understanding distributed caching -- System requirements -- Requirements -- Design and trade-offs -- Creating the project -- Thread safety -- Choosing the right approach -- Adding thread safety -- The interface -- TCP -- HTTP -- Others -- Eviction policies -- Sharding -- Summary -- Chapter 14: Effective Coding Practices -- Technical requirements -- Reusing resources -- Using sync.Pool in a network server -- Using sync.Pool for JSON marshaling -- Executing tasks once -- singleflight -- Effective memory mapping -- API usage -- Advanced usage with protection and mapping flags -- Avoiding common performance pitfalls -- Leaking with time.After -- Defer in for loops -- Maps management -- Resource management -- Handling HTTP bodies -- Channel mismanagement -- Summary -- Chapter 15: Stay Sharp with System Programming -- Real-world applications -- Dropbox's leap of faith…”

Tabla de Contenidos: “…Financial incentives can encourage employers to go beyond minimum standards by actively promoting health and well-being -- 4.5.1. …”

Tabla de Contenidos: “…PART VII Confronting Special Implementation Issues -- Confronting Special Implementation Issues: -- INTRODUCTION -- REFERENCES -- 13 Confronting Special Implementation Issues: The Epidemiology of Quality Problems -- THREE TYPES OF QUALITY PROBLEMS -- Evidence of Quality Problems -- The Overlap Between Overuse and Poor Technical Quality -- Discouraging Overuse and Overcoming Underuse -- Improving Technical Quality -- CONCLUSIONS -- REFERENCES -- 14 Confronting Special Implementation Issues: Legal Concerns -- MALPRACTICE -- LEGAL INCENTIVES TO PERFORMANCE -- Positive Inducements -- Protection for Peer Review -- Interventions and Sanctions -- DUE PROCESS -- Shifting Standards of Behavior -- DATA PROTECTION AND RELEASE -- CONCLUSIONS -- REFERENCES -- 15 Confronting Special Implementation Issues: Translating the Institute of Medicine Report Strategy Beyond Medicare -- MAJOR THEMES OF THE INSTITUTE OF MEDICINE REPORT -- Antecedent Processes and the Outputs of Health Care -- Seven Derivative Themes -- NEEDS OF HEALTH CARE ORGANIZATIONS -- STRATEGIES FOR DIFFUSION -- Gain Acceptance of Shared Responsibility -- Remove Major Barriers -- Develop and Disseminate Models -- Enhancing Coordination -- CLOSING REMARKS -- REFERENCES -- PART VIII New Directions: The Research, Training, and Capacity Building Agendas -- New Directions: The Research, Training, and Capacity Building Agendas -- INTRODUCTION -- 16 Research and Capacity Building: Issues Raised by the Institute of Medicine Report -- VARIABILITY -- PROCESS MEASURES -- ART OF CARE -- OUTCOMES -- Severity Adjustment -- Health Status -- CONTINUOUS IMPROVEMENT -- LINK BETWEEN PROCESS AND OUTCOME -- PRACTICE GUIDELINES -- SPECIAL SETTINGS -- Ambulatory Care -- Long-Term and Community-Based Care -- Health Maintenance Organizations -- Rural Settings -- FINANCING -- DIFFUSION -- CAPACITY BUILDING -- FUNDING…”

Tabla de Contenidos: “…Control over the new professional careers of former public officials could be extended beyond three years for influence activities within entities linked to foreign powers -- References -- Annex A. …”

Tabla de Contenidos: “…Working with DistilBERT for knowledge distillation -- Pruning transformers -- Quantization -- Working with efficient self-attention -- Sparse attention with fixed patterns -- Learnable patterns -- Low-rank factorization, kernel methods, and other approaches -- Easier quantization using bitsandbytes -- Summary -- References -- Chapter 13: Cross-Lingual and Multilingual Language Modeling -- Technical requirements -- Translation language modeling and cross-lingual knowledge sharing -- XLM and mBERT -- mBERT -- XLM -- Cross-lingual similarity tasks -- Cross-lingual text similarity -- Visualizing cross-lingual textual similarity -- Cross-lingual classification -- Cross-lingual zero-shot learning -- Massive multilingual translation -- Fine-tuning the performance of multilingual models -- Summary -- References -- Chapter 14: Serving Transformer Models -- Technical requirements -- FastAPI Transformer model serving -- Dockerizing APIs -- Faster Transformer model serving using TFX -- Load testing using Locust -- Faster inference using ONNX -- SageMaker inference -- Summary -- Further reading -- Chapter 15: Model Tracking and Monitoring -- Technical requirements -- Tracking model metrics -- Tracking model training with TensorBoard -- Tracking model training live with W&amp -- B -- Summary -- Further reading -- Part 4: Transformers beyond NLP -- Chapter 16: Vision Transformers -- Technical requirements -- Vision transformers -- Image classification using transformers -- Semantic segmentation and object detection using transformers -- Visual prompt models -- Summary -- Chapter 17: Multimodal Generative Transformers -- Technical requirements -- Multimodal learning -- Generative multimodal AI -- Stable Diffusion for text-to-image generation -- Stable Diffusion in action -- Music generation using MusicGen -- Text-to-speech generation using transformers -- Summary…”

Tabla de Contenidos: “…16.9 Summary 421 -- References 421 -- 17 Further Outlook for LTE Evolution and 5G 423 /Antti Toskala and Karri Ranta-aho -- 17.1 Introduction 423 -- 17.2 Further LTE-Advanced Beyond Release 13 423 -- 17.3 Towards 5G 426 -- 17.4 5G Spectrum 427 -- 17.5 Key 5G Radio Technologies 428 -- 17.6 Expected 5G Schedule 430 -- 17.7 Conclusions 432 -- References 432 -- Index 433.…”

Tabla de Contenidos: “…. / -- 5.6 Sidestepping the Web with P2P Interaction -- 5.7 Going Beyond Publishing with Web Services -- 5.8 Semantic Web -- 5.9 XML Glue -- 5.10 Real-Time Services -- 5.10.1 Multimedia Streaming -- 5.10.2 Session Initiation Protocol (SIP) -- 6 Client / Server Platforms for Mobile Services -- 6.1 The Greater Challenges -- 6.2 The Specific Challenges -- 6.3 Service Delivery Platforms -- 6.4 Software Services Technologies -- 6.4.1 Example CS Design Issues -- 6.5 Introducing J2EE / The 'Dirty Stuff' Done For Us! …”

Tabla de Contenidos: “…-- 16.3. The Future and Beyond -- Bibliography -- Index…”

Tabla de Contenidos: “…-- Model based learning and model free learning -- Monte Carlo learning -- Temporal difference learning -- On-policy and off-policy learning -- Q-learning -- The exploration exploitation dilemma -- Q-learning for the mountain car problem in OpenAI gym -- Deep Q-networks -- Using a convolution neural network instead of a single layer neural network -- Use of experience replay -- Separate target network to compute the target Q-values -- Advancements in deep Q-networks and beyond -- Double DQN -- Dueling DQN -- Deep Q-network for mountain car problem in OpenAI gym -- Deep Q-network for Cartpole problem in OpenAI gym -- Deep Q-network for Atari Breakout in OpenAI gym…”

Tabla de Contenidos: “…-- Zero Trust Deployment Models -- Resource-Based Deployment Model -- Enclave-Based Deployment Model -- Cloud-Routed Deployment Model -- Microsegmentation Deployment Model -- Summary -- Chapter 4: Zero Trust in Practice -- Google's BeyondCorp -- PagerDuty's Zero Trust Network -- The Software-Defined Perimeter and Zero Trust -- Mutual TLS Communications -- Single-Packet Authorization -- SDP Case Study -- Zero Trust and Your Enterprise -- Summary -- Part II: Zero Trust and Enterprise Architecture Components -- Chapter 5: Identity and Access Management -- IAM in Review -- Identity Stores (Directories) -- Databases -- LDAP -- Identity-as-a-Service -- Identity Lifecycle -- Lifecycle Management…”