Mostrando 10,821 - 10,840 Resultados de 13,276 Para Buscar '"Risk"', tiempo de consulta: 0.12s Limitar resultados
  1. 10821
    Publicado 2024
    Tabla de Contenidos: “…CLT example with discrete variables -- Computational estimation of a PDF from data -- KDE code example -- What we learned -- Summary -- Exercises -- Chapter 3: Matrices and Linear Algebra -- Technical requirements -- Inner and outer products of vectors -- Inner product of two vectors -- Outer product of two vectors -- What we learned -- Matrices as transformations -- Matrix multiplication -- The identity matrix -- The inverse matrix -- More examples of matrices as transformations -- Matrix transformation code example -- What we learned -- Matrix decompositions -- Eigen-decompositions -- Eigenvector and eigenvalues -- Eigen-decomposition of a square matrix -- Eigen-decomposition code example -- Singular value decomposition -- The SVD of a complex matrix -- What we learned -- Matrix properties -- Trace -- Determinant -- What we learned -- Matrix factorization and dimensionality reduction -- Dimensionality reduction -- Principal component analysis -- Non-negative matrix factorization -- What we learned -- Summary -- Exercises -- Notes and further reading -- Chapter 4: Loss Functions and Optimization -- Technical requirements -- Loss functions - what are they? -- Risk functions -- There are many loss functions -- Different loss functions = different end results -- Loss functions for anything -- A loss function by any other name -- What we learned -- Least Squares -- The squared-loss function -- OLS regression -- OLS, outliers, and robust regression -- What we learned -- Linear models -- Practical issues -- The model residuals -- OLS regression code example -- What we learned -- Gradient descent -- Locating the minimum of a simple risk function -- Gradient descent code example -- Gradient descent is a general technique -- Beyond simple gradient descent -- What we learned -- Summary -- Exercises -- Chapter 5: Probabilistic Modeling…”
    Libro electrónico
  2. 10822
    Publicado 2024
    Tabla de Contenidos: “…Choosing the correct dependencies for your project -- Risks -- Good criteria -- Installing dependencies -- Locally or globally -- Dependency or development dependency -- Adding new dependency -- Installing all the dependencies -- Removing dependencies -- Understanding the package-lock.json -- Managing dependencies versions -- Outdated dependencies -- Building Isomorphic JavaScript -- Using npm scripts -- Executing packages directly with NPX -- npm alternatives -- Yarn -- PNPM -- Verdaccio -- Publishing your first package -- Registries -- npm account -- Prepare the package -- Reviewing the package -- Publish the package -- Avoid the scoped packages -- Release new versions -- Prevent accidental publishing -- Best practices -- Summary -- Further reading -- Chapter 7: Event-Driven Architecture -- Technical requirements -- Introducing events -- Watching for file changes -- The Node.js event emitter library -- Preventing chaos by organizing the listeners -- Removing listeners when they are not needed -- Your first HTTP server -- Adding an event layer to your modules -- Summary -- Further reading -- Chapter 8: Testing in Node.js -- Technical requirements -- Why is testing important? …”
    Libro electrónico
  3. 10823
    Publicado 2002
    Tabla de Contenidos: “…Swift. Relationship between risk-taking, sensation seeking and the tourist behaviour of young adults: a cross-cultural study / Abraham Pizam, Gang-Hoan Jeong, Arie Reichel, Hermann van Boemmel, Jean Marc Lusson, Lizl Steynberg, Olimpia Costache, Serena Volo, Claudia Kroesbacher, Jana Kucerova, Nuria Montmany. …”
    Libro electrónico
  4. 10824
    Tabla de Contenidos: “…Foreign Financing: A Different Animal -- Risky Business: Absorbing Foreign Saving -- Not All Foreign Saving Is Created Equal -- Different Risks for Different Financial Flows -- Financial Integration Is No Cure -- Safety First -- Notes -- 6 Running Out of Time: The Demographics of Saving -- More Elderly with More Needs -- Facing the Challenge: More and Better Savings -- Fulfilling Promises -- Saving for the Future -- More-and Better-Savings to Enhance Growth -- How Is the Region Preparing for the Future? …”
    Libro electrónico
  5. 10825
    Publicado 2019
    Tabla de Contenidos: “…11.2 Improve Control Systems in Organizations -- 11.3 Improve Regulation -- 11.4 Reinforce Supervision -- 11.5 Reinforce the Sanctioning Regime -- 11.6 The Challenge of Providing Relevant Information for Decision‐Making -- References -- Epilogue -- Appendix 1 Criminal Responsibility of Legal Entities and Regulatory Compliance -- A1.1 Introduction -- A1.2 Typified Conducts -- A1.3 Crimes Attributable to Legal Entities -- A1.4 Organization and Management Models -- A1.5 Models of Prevention and Control -- References -- Appendix 2 Audit Program for the Identification of Fraud Risks -- A2.1 Objective -- A2.2 Conclusion -- List of Companies Mentioned in the Book and Section in which They Appear -- Index -- EULA…”
    Libro electrónico
  6. 10826
    Publicado 2023
    Tabla de Contenidos: “…Chapter 18: Pathways to Advance Agroecology for a Successful Transformation to Sustainable Food Systems -- Chapter 19: A New Paradigm for Plant Nutrition -- Chapter 20: Livestock and sustainable food systems: status, trends, and priority actions -- Chapter 21: The Vital Roles of Blue Foods in the Global Food System -- Chapter 22: Food System Innovations and Digital Technologies to Foster Productivity Growth and Rural Transformation -- Chapter 23: Leveraging data, models & farming innovation to prevent, prepare for & manage pest incursions: Delivering a pest risk service for low-income countries -- Chapter 24: Food Systems Innovation Hubs in Low-and-Middle-Income Countries -- Chapter 25: A Whole Earth Approach to Nature Positive Food: Biodiversity and Agriculture -- Chapter 26: Water for Food Systems and Nutrition -- Chapter 27: Climate Change and Food Systems -- Chapter 28: Delivering climate change outcomes with agroecology in low- and middle-income countries: evidence and actions needed -- Chapter 29: Crop Diversity, its Conservation and Use for Better Food Systems -- Chapter 30: Safeguarding and using Fruit and Vegetable Biodiversity -- Chapter 31: Reduction of Food Loss and Waste – The Challenges and Conclusions for Actions -- Part V: COSTS, INVESTMENT, FINANCE, AND TRADE ACTIONS -- Chapter 32: The True Cost of Food – a preliminary assessment -- Chapter 33: Cost and Affordability of Preparing a Basic Meal around the World -- Chapter 34: The global cost of reaching a world without hunger: Investment costs and policy action opportunities -- Chapter 35: Financing SGD2 and Ending Hunger -- Chapter 36: Trade and Sustainable Food Systems -- Part VI: Regional Perspectives -- Chapter 37: Policy Options for food system transformation in Africa and the role of science, technology and innovation -- Chapter 38: The Role of Science, Technology and Innovation for Transforming Food Systems in Latin America and the Caribbean -- Chapter 39: The Role of Science, Technology, and Innovation for Transforming Food Systems in Asia -- Chapter 40: The Role of Science, Technology, and Innovation for Transforming Food Systems in Europe -- Chapter 41: Transforming Chinese Food Systems for both Human and Planetary Health -- Chapter 42: Key Areas of the Agricultural Science Development in Russia in the Context of Global Trends and Challenges -- Chapter 43: Food System in India. …”
    Libro electrónico
  7. 10827
    por International Energy Agency.
    Publicado 2016
    Tabla de Contenidos: “…Investment in electricity and renewables -- Highlights -- Overview -- Low-carbon sources and networks dominate investment -- Asia absorbs more and more investment -- Regulation plays a bigger role in managing market risk -- Divergent financing trends shape power companies' capacity to invest -- The ownership of power generation assets is changing -- Regional policy and market trends impact power companies' ability to mobilise finance -- A broadening pool of options for financing renewables -- Renewables-based power generation -- Lower costs drive investment -- A diverse regional investment picture for renewables -- Renewables asset financing dips in 2016 -- Fossil fuel power generation -- The economics of fossil-based generation diverge regionally…”
    Libro electrónico
  8. 10828
    Publicado 2023
    Tabla de Contenidos: “…Subnetting and IP addressing -- Load balancing -- CDNs -- Considerations and cost optimization strategies for networks -- Network security -- Performance optimization -- Cost optimization -- Summary -- Part 3: Security, Compliance, and Databases -- Chapter 6: Security and Compliance 1 - Cloud Perspective -- Technical requirements -- Introduction to security in cloud computing -- Understanding cloud security risks -- Data breaches -- Insider threats -- Data loss and recovery -- Insecure APIs -- DoS attacks -- Shared technology vulnerabilities -- Cloud security tools and technologies -- IAM -- Encryption and data protection -- Firewalls and network security -- IDS/IPS -- Summary -- Chapter 7: Security and Compliance 2 - Cloud Perspective -- Technical requirements -- Compliance and legal considerations -- AWS Artifact -- Azure Compliance Manager -- IR and cloud forensics -- Tools and services for IR and cloud forensics -- Managing cloud security at scale -- Evolving threat landscape -- Cloud security best practices -- Summary -- Chapter 8: Database Services 1 - Cloud Perspective -- Technical requirements -- Overview of database services in the cloud -- Types of databases - relational and NoSQL -- Setting up OCI -- Data warehousing services in the cloud -- Setting up Amazon Redshift -- Setting up Google BigQuery -- Databases beyond the traditional realm -- Document database -- In-memory database -- Graph database -- Columnar database -- Key-value store -- Time-series database -- Converged database -- Wide-column store -- Summary -- Chapter 9: Database Services 2 - Cloud Perspective -- Data modeling and schema design -- Conceptual data model -- Physical data model -- Normalization -- Denormalization -- Benefits of data modeling and schema design -- Database provisioning and configuration -- Database provisioning -- Database configuration…”
    Libro electrónico
  9. 10829
    Publicado 2023
    Tabla de Contenidos: “…. -- Safe but not Secure? Risk Management, Communication and Preparedness for a Pandemic in Aviation John Woodlock (Lund University, Sweden)29. -- The Interlegal Evocation of Peace in Colombia Nicolás Serrano Cardona (Lund University, Sweden) PART VIAPPLIED SOCIOLOGY OF LAW30. -- Trade Union Solidarity and the Issue of Minimum Wage Regulation in the EU Ann-Christine Hartzén (Lund University, Sweden)31. -- Constitutional Imaginaries: A Socio-legal Perspective of Political and Societal Constitutions Jirí Pribán (Cardiff University, UK)32. -- Public Sentiments on Justice, Legal Consciousness, and the Study of Marginalised GroupsPeter Scharf Smith (University of Oslo, Norway)33. -- Challenging Legal Orthodoxy: New Orientations in Space and Timein Discourses Over Land Tenure Anne Griffiths (Edinburgh University, UK)34. -- Sexual Violence, Standard(s) of Proof, and Arbitrariness in Judicial Decision-Making Hildur Fjóla Antonsdóttir (University of Iceland)…”
    Libro electrónico
  10. 10830
    Publicado 2024
    Tabla de Contenidos: “…6.1 Introduction -- 6.2 Potential of forest restoration to contribute to climate change mitigation -- 6.3 Risks of forest restoration as a mitigation strategy -- 6.4 Climate change adaptation -- 6.5 Linking mitigation and adaptation -- 6.6 Conclusion -- Notes -- 7 Forest restoration, biodiversity, and ecosystem services -- 7.1 Introduction -- 7.2 The role of biodiversity -- 7.3 Recovery of ecosystem services by means of forest restoration -- 7.4 Trade-offs and disservices: One's gain can be another's loss -- 7.5 Restoration across scales of time and space -- 7.6 Opportunities for further research and restoration projects -- 8 Making forest landscape restoration work for livelihoods and well-being of local communities -- 8.1 Introduction -- 8.2 FLR potential to provide local livelihoods and well-being benefits -- 8.3 Challenges and trade-offs in linking restoration to local livelihoods and well-being -- 8.4 Leveraging points and recommendations for FLR to deliver livelihoods and well-being for local communities -- 8.5 Conclusion -- References -- 9 An economic view on the costs and benefits of forest restoration -- 9.1 Introduction -- 9.2 Costs and benefits of forest restoration -- 9.3 Economic and financial costs and benefits -- 9.4 Discussion -- 9.5 Conclusion -- 10 Financial, ecological, political, and social feasibility of forest restoration targets -- 10.1 Introduction -- 10.2 Context and related studies -- 10.3 What is forest restoration? …”
    Libro electrónico
  11. 10831
    Publicado 2003
    Tabla de Contenidos: “…Conté: Gaia, la conciencia personal y el principio de responsabilidad / Xavier Ariza Cardenal -- Chemical substances: an analysis of risks marked by complexity / Marco António D. Da Costa y María de Fátima Barrozo Da Costa -- Aplicación de la razón vital e histórica orteguiana al quehacer técnico / José María Díaz Nafría -- Instalaciones de telefonía móvil e implicaciones éticas / José Ignacio García Jiménez y María Jesús González Morales -- Republicanisme i política dels riscos científico-tècnics / Manel Pau -- Arguments a favor i en contra del progrés tecnocientífic / Joan Vergés Gifra -- Reflexiones preliminares sobre una aplicación científico-médica de la actualidad: la clonación / José Antonio Arranz Amo -- ¿Qué significa que el actual desarrollo tecnológico no es sostenible? …”
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  12. 10832
    Publicado 2018
    Tabla de Contenidos: “…Technical requirements -- Artificial neural network overview -- Implementing neural networks in Python -- Deep learning model using PE headers -- Deep learning model with convolutional neural networks and malware visualization -- Convolutional Neural Networks (CNNs) -- Recurrent Neural Networks (RNNs) -- Long Short Term Memory networks -- Hopfield networks -- Boltzmann machine networks -- Malware detection with CNNs -- Promises and challenges in applying deep learning to malware detection -- Summary -- Questions -- Further reading -- Chapter 5: Botnet Detection with Machine Learning -- Technical requirements -- Botnet overview -- Building a botnet detector model with multiple machine learning techniques -- How to build a Twitter bot detector -- Visualization with seaborn -- Summary -- Questions -- Further reading -- Chapter 6: Machine Learning in Anomaly Detection Systems -- Technical requirements -- An overview of anomaly detection techniques -- Static rules technique -- Network attacks taxonomy -- The detection of network anomalies -- HIDS -- NIDS -- Anomaly-based IDS -- Building your own IDS -- The Kale stack -- Summary -- Questions -- Further reading -- Chapter 7: Detecting Advanced Persistent Threats -- Technical requirements -- Threats and risk analysis -- Threat-hunting methodology -- The cyber kill chain -- The diamond model of intrusion analysis -- Threat hunting with the ELK Stack -- Elasticsearch -- Kibana -- Logstash -- Machine learning with the ELK Stack using the X-Pack plugin -- Summary -- Questions -- Chapter 8: Evading Intrusion Detection Systems -- Technical requirements -- Adversarial machine learning algorithms -- Overfitting and underfitting -- Overfitting and underfitting with Python -- Detecting overfitting -- Adversarial machine learning -- Evasion attacks -- Poisoning attacks -- Adversarial clustering -- Adversarial features…”
    Libro electrónico
  13. 10833
    por Chatrati, Saiteja
    Publicado 2023
    Tabla de Contenidos: “…Creating App Extensions for the Field Service Mobile App -- Order of Actions -- Using the App -- Logging In to the Field Service Mobile App -- Touring the App -- Creating a Service Report -- Managing the Inventory in the Field Service Mobile App -- Adding Resource Absences -- Adding Timesheets -- Understanding the Differences Between the Salesforce Mobile App and Field Service Mobile App -- Summary -- Chapter 8: Field Service Deployment, Testing, and Analytics -- Deployment Phases -- Pre-deployment Planning -- Pre-deployment Documentation -- Allocate Resources -- Identify Potential Issues and Risks -- Budget Planning -- Rollout Communication Planning -- Implementation and Testing -- Testing and Quality Assurance -- Field Service Health Check -- Post-deployment Support -- Best Practices -- Key Performance Metrics -- Reports and Dashboards Analytics -- Future Trends for Salesforce Field Service -- Summary -- Index…”
    Libro electrónico
  14. 10834
    por Geier, James T.
    Publicado 2010
    Tabla de Contenidos: “…Cover -- Contents -- Introduction -- Part I: Fundamental Concepts -- Chapter 1 Introduction to Wireless LANs -- Wireless LAN Markets and Applications -- Benefits of Wireless Networks -- Wireless Network Technologies -- Other Wireless Network Technologies -- Wireless LANs: A Historical Perspective -- Chapter 2 Radio Wave Fundamentals -- Radio Wave Attributes -- RF System Components -- RF Signal Propagation -- RF Mathematics -- Chapter 3 Wireless LAN Types and Components -- Types of Wireless LANs -- Wireless LAN Components -- Network Infrastructure Components -- Chapter 4 Wireless LAN Implications -- Security Vulnerabilities -- Radio Signal Interference -- Impacts of Multipath Propagation -- Roaming Issues -- Battery Limitations -- Interoperability Problems -- Installation Issues -- Part II: The 802.11 Standard -- Chapter 5 Introduction to IEEE 802.11 and Related Standards -- The Importance of Standards -- The IEEE 802 LAN Standards Family -- IEEE 802.11 Features -- Chapter 6 IEEE 802.11 Medium Access Control (MAC) Layer -- Primary 802.11 MAC Layer Functions -- Connectivity -- Timing and Synchronization -- RTS/CTS -- 802.11 MAC Frame Structures -- MAC Frame Types -- Interoperability -- Chapter 7 IEEE 802.11 Physical Layers -- 802.11 Physical Layer Architecture -- 802.11 Physical Layer Functions -- Legacy 802.11 Physical Layers -- HT-OFDM (802.11n) -- Interoperability -- Part III: Wireless Network Design -- Chapter 8 Planning a Wireless LAN Deployment -- Project Management Principles -- Wireless LAN Deployment Planning Steps -- Step 1: Defining the Project Scope -- Step 2: Developing the Work Breakdown Structure -- Step 3: Identifying Staffing -- Step 4: Creating a Schedule -- Step 5: Developing a Budget -- Step 6: Evaluating Risks -- Step 7: Analyzing Feasibility -- Executing the Project -- Evaluating the Outcome of the Project…”
    Libro electrónico
  15. 10835
    Publicado 2011
    Tabla de Contenidos: “…Hiring, Training, and Certifying for Social Media Activity -- Hiring a Social Media Director (Strategic Role) -- Hiring for Tactical Social Media Roles -- 7 Establishing Social Media Guidelines for the Organization -- Guidelines, Policies, and Purpose -- 8 Laying the Operational Groundwork for Effective Social Media Management -- Establishing a Social Media Program's Organizational Structure: Leadership and Reporting -- Establishing a Social Media Program's Organizational Structure: Cross-Functional Collaboration -- Basic Technical Requirements -- 9 The New Rules of Brand Communications in the Age of Social Media -- Social Media's General Impact on Brand Communications -- Transparency, Opacity, Confidentiality, and Disclosure -- Confidentiality and Data Protection in the Age of Social Media -- III: SOCIAL MEDIA PROGRAM MANAGEMENT -- 10 Listening Before Talking -- Business Intelligence and Search -- The Power of Real-Time Situational Awareness -- New Avenues of Market Research: From "I Don't Know" to "Let's Find Out" -- 11 Social Media and Digital Brand Management -- Introduction to the New Paradigm in Digital Brand Management -- Putting It All Together -- 12 Real-Time Digital Support: Fixing Customer Service Once and for All -- The Superhero Principle -- The Basic Social Media Customer Service Model -- The New Digital Concierge Service and Customer Service 3.0 -- Digital Conflict Resolution -- From Risk to Opportunity: Turning Anger on Its Head and Other Considerations -- 13 Social Media Program Management-Putting It All Together -- Social Media Management: In-House, Outsourced, or Somewhere in Between? …”
    Libro electrónico
  16. 10836
    Publicado 1997
    Tabla de Contenidos: “…Orphans and Incentives: Developing Technologies to Address Emerging Infections -- Copyright -- Preface -- THE FORUM -- THE TOPIC -- THE REPORT AND ITS ORGANIZATION -- ACKNOWLEDGMENTS -- NOTES -- Contents -- Summary -- LESSONS -- Introduction -- BACKGROUND -- THE WORKSHOP -- Workshop Summary -- THE CHILDREN'S VACCINE INITIATIVE* -- A Brief History -- Defining and Implementing Cross-Sectoral Collaboration -- Defining, Creating, and Stabilizing the Market -- Situation Analysis -- Market Segmentation -- Centralized Procurement -- Tiered Pricing -- Intellectual Property and Its Protection -- Technology Transfer -- Individual Product Experiences -- A More Heat-Stable Polio Vaccine -- The Hepatitis B Vaccine -- OTHER MODELS* -- The Malaria Vaccine Development Board -- The International AIDS Vaccine Initiative (IAVI) -- AN INDUSTRY PERSPECTIVE ON THE EMERGING INFECTIONS AGENDA* -- Industry's Response to HIV/AIDS -- The Emerging Infections Scenario and HIV/AIDS -- Barriers -- LEGAL AND REGULATORY ISSUES* -- Accelerated Approval and Development of Drugs for Serious and Life-Threatening Illnesses -- Clinical Studies -- Surrogate Endpoints -- Restricted Distribution and the Matter of Antimicrobial Resistance -- Product Labeling -- Product Availability -- International Harmonization of Technical Requirements to Register Pharmaceuticals -- Intellectual Property Rights Revisited -- Orphan Drug Legislation -- PUBLIC-SECTOR AGENDAS AND PRIORITIES* -- LESSONS LEARNED AND ISSUES FOR RESOLUTION -- Lessons from the Children's Vaccine Initiative -- Divergent Sectoral Mandates and Notions of Risk -- The Product Life Cycle and the Role of Market Analysis -- Authentic Collaboration -- The Pivotal Roles of Advocacy and Public Information -- Issues for Resolution -- Agendas and Priorities -- Funding -- Multi-Tiered Pricing -- Restricted Distribution -- Surrogate Endpoints…”
    Libro electrónico
  17. 10837
    Publicado 2023
    Tabla de Contenidos: “…Part 2:Practical Machine Learning with LightGBM -- Chapter 5: LightGBM Parameter Optimization with Optuna -- Technical requirements -- Optuna and optimization algorithms -- Introducing Optuna -- Optimization algorithms -- Pruning strategies -- Optimizing LightGBM with Optuna -- Advanced Optuna features -- Summary -- References -- Chapter 6: Solving Real-World Data Science Problems with LightGBM -- Technical requirements -- The data science life cycle -- Defining the data science life cycle -- Predicting wind turbine power generation with LightGBM -- Problem definition -- Data collection -- Data preparation -- EDA -- Modeling -- Model deployment -- Communicating results -- Classifying individual credit scores with LightGBM -- Problem definition -- Data collection -- Data preparation -- EDA -- Modeling -- Model deployment and results -- Summary -- References -- Chapter 7: AutoML with LightGBM and FLAML -- Technical requirements -- Automated machine learning -- Automating feature engineering -- Automating model selection and tuning -- Risks of using AutoML systems -- Introducing FLAML -- Cost Frugal Optimization -- BlendSearch -- FLAML limitations -- Case study - using FLAML with LightGBM -- Feature engineering -- FLAML AutoML -- Zero-shot AutoML -- Summary -- References -- Part 3:Production-ready Machine Learning with LightGBM -- Chapter 8: Machine Learning Pipelines and MLOps with LightGBM -- Technical requirements -- Introducing machine learning pipelines -- Scikit-learn pipelines -- Understanding MLOps -- Deploying an ML pipeline for customer churn -- Building an ML pipeline using scikit-learn -- Building an ML API using FastAPI -- Containerizing our API -- Deploying LightGBM to Google Cloud -- Summary -- Chapter 9: LightGBM MLOps with AWS SageMaker -- Technical requirements -- An introduction to AWS and SageMaker -- AWS -- SageMaker…”
    Libro electrónico
  18. 10838
    Publicado 2024
    Tabla de Contenidos: “…Intro -- Title Page -- Copyright and Credits -- Dedications -- Foreword -- Contributors -- Table of Contents -- Preface -- Part 1: Foundations of Generative AI and the Evolution of Large Language Models -- Chapter 1: Understanding Generative AI: An Introduction -- Generative AI -- Distinguishing generative AI from other AI models -- Briefly surveying generative approaches -- Clarifying misconceptions between discriminative and generative paradigms -- Choosing the right paradigm -- Looking back at the evolution of generative AI -- Overview of traditional methods in NLP -- Arrival and evolution of transformer-based models -- Development and impact of GPT-4 -- Looking ahead at risks and implications -- Introducing use cases of generative AI -- The future of generative AI applications -- Summary -- References -- Chapter 2: Surveying GenAI Types and Modes: An Overview of GANs, Diffusers, and Transformers -- Understanding General Artificial Intelligence (GAI) Types - distinguishing features of GANs, diffusers, and transformers -- Deconstructing GAI methods - exploring GANs, diffusers, and transformers -- A closer look at GANs -- A closer look at diffusion models -- A closer look at generative transformers -- Applying GAI models - image generation using GANs, diffusers, and transformers -- Working with Jupyter Notebook and Google Colab -- Stable diffusion transformer -- Scoring with the CLIP model -- Summary -- References -- Chapter 3: Tracing the Foundations of Natural Language Processing and the Impact of the Transformer -- Early approaches in NLP -- Advent of neural language models -- Distributed representations -- Transfer Learning -- Advent of NNs in NLP -- The emergence of the Transformer in advanced language models -- Components of the transformer architecture -- Sequence-to-sequence learning…”
    Libro electrónico
  19. 10839
    Publicado 2023
    Tabla de Contenidos: “…Part 1 Basic Principles -- 1 Access, Pneumoperitoneum and Related Complications -- 2 Image Systems in Endo-Laparoscopic Surgery -- 3 Care and Handling of Laparoscopic Instrumentations -- 4 Electrosurgery and energy devices -- 5 Endo-laparoscopic Suturing -- 6 Ergonomics in Laparoscopic Surgery -- 7 Hemostasis in Laparoscopic Surgery -- 8 Imaging-Enhancing System -- 9 Instrumentations and Access Devices -- 10 Operating Room Setup and Patient Positioning in MIS -- 11 Surgical Smoke, Its Risks and Mitigation Strategies -- Part 2 Anesthesia in Laparoscopic Surgery -- 12 Principles of Anesthesia -- 13 Physiologic Considerations in Laparoscopic Surgery -- Part 3 Diagnostic Laparoscopy -- 14 Staging Laparoscopy for Intra-Abdominal Carcinoma -- 15 Diagnostic Laparoscopy -- Part 4 Emergency Laparoscopy -- 16 Perforated Ulcer Treatment -- 17 Laparoscopic Appendectomy -- 18 Meckel’s Diverticula -- 19 Emergency Groin Hernia Repair -- 20 Laparoscopic Subtotal Cholecystectomy -- 21 Adhesiolysis for Bowel Obstruction -- 22 Emergency Laparoscopic Small Bowel Resection -- 23 Laparoscopic Hartmann’s procedure -- Part 5 Endocrine Surgery -- 24 Remote Access Endoscopic Thyroidectomy -- 25 Transoral Endoscopic Thyroidectomy -- 26 Laparoscopic Adrenalectomy Abdominal Approach -- 27 Laparoscopic Adrenalectomy: Retroperitoneal approach -- Part 6 Breast Surgery -- 28 Endoscopy-Assisted Breast Surgery for Breast Cancer -- 29 Laparoscopic Omental Flap Partial Breast Reconstruction -- Part 7 Video Assisted Thoracic Surgery.-30 Basic Principles and Advanced VATS procedures -- Part 8 Upper Gastrointestinal Surgery - Esophageal Surgery -- 31 Achalasia -- 32 Resection of Gastroesophageal Junction Submucosal Tumours (SMTs) -- 33 Transoral Endoscopic Zenker Diverticulotomy -- 34 Gastroesophageal Reflux Disease -- 35 Hiatal Hernia -- 36 Esophageal Cysts -- 37 McKeown Esophagectomy -- Part 9 Upper Gastrointestinal Surgery - Gastric Surgery -- 38 Gastric Gastrointestinal Stromal Tumours -- 39 Gastric Carcinoma : Subtotal and Total Gastrectomy -- Part 10 Bariatric Procedures -- 40 Laparoscopic Gastric Banding for Morbid Obesity -- 41 Laparoscopic Sleeve Gastrectomy -- 42 Laparoscopic Roux En Y Gastric Bypass (LRYGB) -- 43 One Anastomosis Gastric Bypass (OAGB) -- Part 11 Hepatobiliary Surgery – Gallbladder -- 44 Elective Cholecystectomy -- Part 12 Hepatobiliary Surgery - Common Bile Duct Stones -- 45 Laparoscopic Choledochotomy for Bile Duct Stones -- Part 13 Hepatobiliary Surgery – Liver -- 46 Hepatic cyst/ abscess -- 47 Laparoscopic Wedge Liver Resection -- 48 Laparoscopic Left Liver Resection -- 49 Laparoscopic Right Hepatectomy -- Part 14 Pancreas -- 50 Laparoscopic internal drainage of pancreatic pseudocysts -- 51 Laparoscopic Distal Pancreatectomy -- 52 Laparoscopic Pancreaticoduodenectomy -- Part 15 Spleen -- 53 Laparoscopic Splenectomy -- 54 Intraoperative Splenic Injuries -- Part 16 Inguinal Hernia -- 55 Transabdominal Pre-peritoneal approach (TAPP) -- 56 Totally Extra-peritoneal approach in Inguinal Hernia Repair -- 57 Laparoscopic Management of Recurrent and Re-Recurrent hernia -- 58 Laparo-endoscopic approach to Complex Inguinal Hernia -- Part 17 Incisional/ Ventral Hernia Repair -- 59 Laparoscopic Intraperitoneal Onlay Mesh (IPOM) and IPOM plus -- 60 Extraperitoneal Ventral Hernia Repair -- 61 Endoscopic anterior component separation technique (eACS) -- 62 Role of Botulinum Toxin-A in Chemical Component Separation Technique.-63 Endo-Laparoscopic Repair of Lateral Ventral Hernia -- Part 18 Diastasis Recti -- 64 Posterior Plication or Combined Plication of the Recti Diastasis -- 65 Endo-laparoscopic retromuscular repair -- 66 Endoscopic Subcutaneous Onlay Laparoscopic Approach -- Part 19 Other Hernias -- 67 Minimally Invasive Surgery for Diaphragmatic Hernia -- 68 Laparoscopic Parastomal Hernia Repair -- Part 20 Colorectal Surgery -- 69 Laparoscopic Right Hemicolectomy with Complete Mesocolic Excision and Central Vascular Ligation (CME/CVL) for Right sided Colon Cancer -- 70 Laparoscopic left hemicolectomy -- 71 Anterior Resection -- 72 Laparoscopic Abdominoperineal Resection -- 73 Laparoscopic Total Colectomy -- 74 Laparoscopic Ventral Mesh Rectopexy -- Part 21 Robotic Surgery -- 75 Robotic Surgery - Operating Room Set Up and Docking -- Part 22 Other Laparoscopic Procedures -- 76 Laparoscopic Varicocoelectomy -- 77 Laparoscopic Paediatric Inguinal Hernia Repair…”
    Libro electrónico
  20. 10840
    Publicado 2013
    “…It details attachment issues in different relationship domains to cover areas of risk and resilience relevant for practice such as: adult depression and anxiety and stress models, partner difficulties including domestic violence, childhood neglect and abuse as a source of attachment problems, parenting and intergenerational transmission of risk, resilience factors, interventions, service application and use in family therapy. …”
    Libro electrónico