Tabla de Contenidos: “…Cover -- Title Page -- Copyright and Credits -- Foreword -- Contributors -- Table of Contents -- Preface -- Section 1: Fundamentals of the Automated Machine Learning Process and AutoML on AWS -- Chapter 1: Getting Started with Automated Machine Learning on AWS -- Technical requirements -- Overview of the ML process -- Complexities in the ML process -- An example of the end-to-end ML process -- Introducing ACME Fishing Logistics -- The case for ML -- Getting insights from the data -- Building the right model -- Training the model -- Evaluating the trained model -- Exploring possible next steps -- Tuning our model -- Deploying the optimized model into production -- Streamlining the ML process with AutoML -- How AWS makes automating the ML development and deployment process easier -- Summary -- Chapter 2: Automating Machine Learning Model Development Using SageMaker Autopilot -- Technical requirements -- Introducing the AWS AI and ML landscape -- Overview of SageMaker Autopilot -- Overcoming automation challenges with SageMaker Autopilot -- Getting started with SageMaker Studio -- Preparing the experiment data -- Starting the Autopilot experiment -- Running the Autopilot experiment -- Post-experimentation tasks -- Using the SageMaker SDK to automate the ML experiment -- Codifying the Autopilot experiment -- Analyzing the Autopilot experiment with code -- Deploying the best candidate -- Cleaning up -- Summary -- Chapter 3: Automating Complicated Model Development with AutoGluon -- Technical requirements -- Introducing the AutoGluon library -- Using AutoGluon for tabular data -- Prerequisites -- Creating the AutoML experiment with AutoGluon -- Evaluating the experiment results -- Using AutoGluon for image data -- Prerequisites -- Creating an image prediction experiment -- Evaluating the experiment results -- Summary…”

Tabla de Contenidos: “…Tackle project risk points and constraints as soon as possible -- Summary -- Index -- Other Books You May Enjoy…”

Tabla de Contenidos: “…Options to Improve Efficiency -- Improve Ways to Manage and Improve Profit Structures -- 6 Summarizing Strategic Options -- Organizing All Available Options -- Coming Up with Growth Options and Scenarios by Organizing Strategic Options -- STEP 3: Review and Select Options -- STORY 4: All for One, One for All -- 1 Reviewing Options -- How to Review Options -- Three Perspectives in Reviewing Options -- Reviewing with Both a Cool Head and a Burning Passion -- 2 Reviewing and Selecting Options 1: Rationality -- The Main Points in Reviewing Rationally -- How to Review Each Point -- 3 Reviewing and Selecting Options 2: Feasibility -- The Main Points in Reviewing the Feasibility -- How to Review Each Point -- 4 Reviewing and Selecting Options 3: The Intents and Expectations of the Parties Involved -- Fostering Agreement and Understanding with "Face‐to‐face Discussions" -- The Groundwork for Discussions: Situation Analysis and Strategic Options -- Which Reviewed Points to Prioritize -- How to Understand and Decide on the Results -- How to Expand Options -- Making Decisions Based on What You Want to Do -- Always Have a Plan B Ready -- STEP 4: How to Translate Options into Plans and Actions -- STORY 5: What Becomes of a Strategy -- 1 How to Translate Strategic Options into a Plan -- The Necessary Process in Executing the Strategy -- 2 How to Apply Strategy to Execution -- How to Apply Strategy to Execution -- Setting Priorities -- 3 How to Carry Out Strategic Options -- Beyond the Possibility: Feeling and Determining -- The First Step in Strategic Execution -- 4 Create a Plan of Action -- The Master Plan: The Plan of Action for Strategic Execution -- Coming Up with a Realistically Applicable Plan -- 5 How to Execute with Certainty -- Establish a Driving Force -- Implement a Thorough PDCA -- Postscript -- Author and Editor -- Author -- About Roland Berger…”

Tabla de Contenidos: “…-- International Significance of Malawi's Constitutional Court Ruling -- Enduring Issues of Concern -- Genesis of the Book -- Organisation of the Book -- Significance of the Book -- Conclusion -- Chapter 1 - A Decade of Governance as "Roving Banditry" The Political Economy of Public Finance Mismanagement in Malawi, 2010 -2020 -- Introduction: Setting the Context -- Analytical and Methodological Framework -- Institutional Political Economy Analysis -- State of Public Finance Mismanagement and its Developmental Cost -- Illustrating the Development Cost of Public Finance Mismanagement -- Public Finance Management Chain and Attendant Accountability Mechanisms -- Revenue Collection -- Allocation of Public Finances -- Oversight for Expenditure of Public Funds -- A PEA Explanation of Persistent Public Finance Mismanagement -- Interests, Capture and Repurposing of the State -- Appointive Bureaucracies and their Roles in Public Finance Mismanagement -- Weak Social Accountability Mechanisms for Public Finance Management -- Conclusion and Recommendations -- Chapter 2 - Two Decades of Governance in Malawi: Examining Citizen Trust in Malawi from 1999-2019 -- Introduction -- The Concept and Governance Consequences of Political Trust -- Good Governance in Africa -- A Brief Background to Governance in Malawi -- General Trends of Trust in Presidents, Parliament, Police and Courts from 1999 to 2019 -- Possible Explanatory Factors -- Consequences of (Loss of) Citizenry Trust: Implications on State Legitimacy and Prospects for Democracy -- Conclusion -- Chapter 3 - Trust in Election Management Bodies, Participation in Demonstrations and Willingness to Pay Taxes: Evidence from Malawi…”

Tabla de Contenidos: “…Citizen Science and Asian Tiger Mosquito: A Pilot Study on Procida Island, a Possible Mediterranean Site for Mosquito Integrated Vector Management Trials. …”

Tabla de Contenidos: “…-- 1.2 A Classification System for Underlying AI/ML Algorithms -- 1.3 AI and Deep Learning in Medicine -- 1.4 The Emergence of Multimodal and Multipurpose Models in Healthcare -- References -- Chapter 2 Building Robust Medical Algorithms -- 2.1 Obtaining Datasets That are Big Enough and Detailed Enough for Training -- 2.2 Data Access Laws and Regulatory Issues -- 2.3 Data Standardization and Its Integration into Clinical Workflows -- 2.4 Federated AI as a Possible Solution -- 2.5 Synthetic Data -- 2.6 Data Labeling and Transparency -- 2.7 Model Explainability -- 2.8 Model Performance in the Real World -- 2.9 Training on Local Data -- 2.10 Bias in Algorithms -- 2.11 Responsible AI -- References -- Chapter 3 Barriers to AI Adoption in Healthcare -- 3.1 Evidence Generation -- 3.2 Regulatory Issues -- 3.3 Reimbursement -- 3.4 Workflow Issues with Providers and Payers -- 3.5 Medical-Legal Barriers -- 3.6 Governance -- 3.7 Cost and Scale of Implementation -- 3.8 Shortage of Talent -- References -- Chapter 4 Drivers of AI Adoption in Healthcare -- 4.1 Availability of Data -- 4.2 Powerful Computers, Cloud Computing, and Open Source Infrastructure -- 4.3 Increase in Investments -- 4.4 Improvements in Methodology -- 4.5 Policy and Regulatory -- 4.5.1 FDA -- 4.5.2 Other Bodies -- 4.6 Reimbursement -- 4.7 Shortage of Healthcare Resources -- 4.8 Issues with Mistakes, Inefficient Care Pathways, and Non-personalized Care -- References -- Part II Applications of AI in Healthcare -- Chapter 5 Diagnostics -- 5.1 Radiology -- 5.2 Pathology -- 5.3 Dermatology -- 5.4 Ophthalmology -- 5.5 Cardiology -- 5.6 Neurology…”

Tabla de Contenidos: “…Efficient database usage - improving workflows and queries -- The mindset -- Databases -- Workflows -- How to minimize page load times -- Is it possible to scale your Bubble app? Real examples -- Scaling your Bubble app for increased traffic -- External databases as an alternative option -- Bubble's database limitations -- Basic tips to improve your app's overall performance -- Summary -- Further reading -- Index -- Other Books You May Enjoy…”

Tabla de Contenidos: “…Capturing knowledge across sectors will expand the range of what's possible in Romania -- 6. Better data and knowledge of results will help identify opportunities to improve impact, effectiveness and efficiency -- 7. …”

Tabla de Contenidos: “…Intro -- Title Page -- Copyright Page -- Preface -- Contents -- Table of Cases -- Introduction -- 1 Deconstructing Positive Obligations -- Introduction -- 1.1 The State as an Institutional Mediator -- 1.2 Justifications for Positive Obligations -- 1.3 Plurality of Obligations Owed by the State -- 1.4 Priority of Rights as Organizational Principles -- 1.5 Trigger, Scope, Content, and Types of Positive Obligations -- Conclusion -- 2 State Knowledge -- Introduction -- 2.1 The Role of Fault in State Responsibility -- 2.2 Triggering and Breach of Positive Obligations under ECHR -- 2.3 Actual Knowledge versus Putative Knowledge -- 2.3.1 Different Possible Ways of Assessing Putative Knowledge -- 2.3.2 State Knowledge Necessarily Implies Normative Assessment -- 2.4 Assessment of Knowledge -- 2.5 No Benefit of Hindsight -- 2.6 Burden of Proof -- 2.7 The Nature and the Level of Risk -- 2.7.1 The 'Real and Immediate Risk' Standard -- 2.7.2 Man-made versus Natural Harms -- 2.8 Contributory Fault of the Victim -- Conclusion -- 3 Causation -- Introduction -- 3.1 The Role and the Standard of Causation -- 3.2 Control and Causation -- 3.2.1 The Rules on Attribution -- 3.2.2 The Role of Control and the Extension of the Logic of the Rules on Attribution -- 3.2.3 Control and Prevention of State-inflicted Harm -- 3.2.4 Assumption of Control in the Area of Public Services -- 3.2.5 Source of the Harm and the Related Level of Control -- 3.2.6 Assumption of Control over the Victim -- 3.3 Techniques for Avoiding Causation -- 3.3.1 Domestic Legality -- 3.3.2 Procedural Protection -- 3.4 Technique for Limiting Responsibility when Causation is Present -- Conclusion -- 4 Reasonableness -- Introduction -- 4.1 Intertwinement with Knowledge and Causation -- 4.1.1 Weak Causation Counterbalanced by the Reasonableness Standard…”

Tabla de Contenidos: “…Cover -- Half Title -- Title Page -- Copyright Page -- Table of Contents -- Acknowledgments -- Introduction: Fumbling for Resilience -- Eating Mysterious Vegetables -- I'll Know It When I See It -- No, It's Not "Grit" -- Aspects of Resilience -- Realities of Resilience -- Chapter 1 An Introduction to Crews -- 12,165 Online Courses -- Making the Impossible Possible -- Crews -- Transition -- Note -- Chapter 2 The Nature of Crews -- We're Putting a Crew Together -- Innovation and Resistance -- The Right Stuff -- Self-selection -- Self-Organization -- Teams Or Crews? …”

Tabla de Contenidos: “…Intro -- Table of Contents -- About the Author -- About the Technical Reviewer -- Acknowledgments -- Introduction -- Part I: The Fit Between Your Creativity and Your Activities -- Chapter 1: Four Types of Creators -- When There's Hope, There Are Opportunities to Craft Your Role As a Creator -- Chapter 2: Definitions of Personal Creativity -- The Outside-In View: How Researchers Study Creativity -- Creativity As a Type of Thinking -- Creativity As a Process -- Creativity As an Outcome -- The Inside-Out View: How Recognized Creators Talk About Their Creativity -- Chapter 3: For an Updated View on Your Creativity, Make the Implicit Biases Explicit -- Two Ways to Relate to Your Creativity -- When Trust in Your Creative Capacity Outlasts Authority -- Gender Stereotypes That Confuse You About the Roles That Suit Your Creativity -- Flexing Creativity Archetypes -- Touching Base with the Creativity Formed in School Years -- Opening Up to Your Inner Creative Diversity -- To Be Creative Is to Think Twice About What You Deem to Be an Appropriate Curiosity to Follow -- Chapter 4: Impulses to Create -- Four Possible Temptations Toward Creative Activities -- Explore Your Creative Drive by Harmonizing the Importance of Creativity for Your Sense of Well-Being and Your Work Role -- Narrative 1: Being a Conformist -- Narrative 2: You Feel Misunderstood -- Narrative 3: You Compare Your Creativity with Others' Creativity -- Big-C Creativity -- Pro-C Creativity -- Little-c Creativity -- Mini-c Creativity -- Narrative 4: Creativity Achieved -- Chapter 5: Three Pathways to the Discovery of New Creative Impulses -- Emotional Availability Is Not Only for Artists -- Disrupt Your Patterns of Curiosities -- Childhood Activities -- Step Outside the Professional Sphere -- Use More of the Less Used Senses -- Take the Risk to Invest Time in Disruptive Activities…”

Tabla de Contenidos: “…Effects of Professional Liability Concerns on the Practice of Obstetrics -- Effects of Professional Liability Concerns on the Physician-Patient Relationship -- RECOMMENDATIONS -- Long-Term Recommendations -- Short-Term Solutions -- Glossary -- Bibliography -- CASES, REGULATIONS, AND STATUTES -- Appendixes -- Appendix A Summary of Methodology Used in Studies of Changes in Obstetrical Practice -- Survey Population -- Samples -- Response Rates -- Phraseology -- Appendix B Summary of Study Results Regarding Changes in Obstetrical Practice -- Appendix C Summary of Study Results Regarding Professional Liability, Family Practitioners, and Rural Areas -- Appendix D State and National Liability Surveys Summarized -- State Studies -- National Studies -- Appendix E Survey of Selected Risk Management Activities -- Appendix F Risk Management Activities and Experience Rating Policies of Selected Malpractice Insurers -- Appendix G Possible Modifications to the Virginia Neurological Birth-Related Injury Compensation Act -- Members of the Committee -- Index…”

Tabla de Contenidos: “…Cover -- Half Title -- Title Page -- Copyright Page -- Table of Contents -- Preface -- References -- About the Author -- 1 The Current and Future State of Cyber -- The Current State of Cyber -- Some Statistics -- It's Complicated -- Industry Growth and Positioning -- The Growth of Cyber -- Measuring Success -- Systems Thinking -- Outcomes for the Customer -- Achieving Protection -- Where the Money Goes -- The Importance of Decision-Making -- The Role of the Customer in the Cyber Market -- Conclusion -- The Future of Cyber -- One Possible Future -- The Definition of Cybersecurity -- An End in Itself Vs a Means to an End -- Conclusions -- Drivers for Change -- Internal Drivers for Change -- External Drivers for Change -- Conclusion -- Case Study: Market Redefinition -- Background -- Causes -- KnowBe4: Conclusion -- Case Study: Meeting Unmet Needs -- Competitive Advantage -- Use of Niche Marketing -- Conclusions -- Notes -- References -- 2 Security Culture Will Fix Things -- Introduction to Security Culture -- Context -- Reviewing the Evidence -- The Basis for Security Culture -- Reviewing the Theory -- Background -- A Digression On Questionnaires -- Culture and Nudging -- Context -- Background -- Biases and Heuristics -- Examples of Security Nudging -- Application of Nudging -- Debiasing -- Background -- Reducing the Effects of Biases -- Theoretical Background -- Debiasing: Summary -- Boosts -- Background -- Theoretical Background -- Boosts: Summary -- The Ethics of Security -- Background -- Example: Personalised Nudging -- Implications -- A Modest Suggestion -- Security Culture: Conclusions -- Security Culture -- Alternatives -- References -- 3 If Only Users Would "Get It" -- Why Won't They Listen? …”

“…This edited volume offers new developments in business surveys--including discussions of non-probability sampling and web surveys--and statistical process control, the use of secondary data sources, register methodology, and possibilities presented by the Internet of Things. The included works present some of the most innovative and impactful developments in the optimization of the development, conduct, and evaluation of modern business programs. …”

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Tabla de Contenidos: “…Formation of a substrate - flavin adduct / Structure of the flavin N-5 adduct free radical obtained following inhibition of short-chain acyl-CoA dehydrogenase by propionyl-CoA / Purification and properties of five distinct acyl-CoA dehydrogenases from rat liver mitochondria / Mechanism of action of short-chain, medium-chain and long-chain acyl-CoA dehydrogenases isolated from rat liver / Inactivation of pig kidney general acyl-CoA dehydrogenase by 2-alkynoyl-CoA derivatives / On the inactivation of general acyl-CoA dehydrogenase from pig kidney by methylenecyclopropyl-acetyl-CoA, a metabolite of hypoglycin / Structure-function correlation in B-oxidation enzymes / Purification and characterization of glutaryl-CoA dehydrogenase, electron transfer flavoprotein and ETF-CoQ oxidoreductase from Paracoccus denitrificans / Reactions of ETF and ETF-CoQ oxidoreductase / Correlation between redox state of ETF and dehydrogenation of octanoyl-CoA / Some observations on an acrylyl-CoA reductase from Clostridium kluyveri and an NADH-dependent fumarate reductase from Enterobacter agglomerans / Characterization of the mode of electron transport of NADPH-adrenodoxin reductase / Studies on forward and reverse reactions of adrenodoxin reductase by electronic and NMR spectroscopy / Transient kinetics of ferredoxin-NADP+ reductase reaction / Some new ideas about the possible regulation of redox potentials in flavoprotein, with special reference to flavodoxins / Methylenetetrahydrofolate reductase: an imperfect enzyme? …”

Tabla de Contenidos: “…Augmentation rapide des dépenses de recherche... -- Coûts possibles de la stratégie -- Graphique 11. Part des services dans la production, 1986 et 1996 -- Résumé -- II. …”

Tabla de Contenidos: “…. -- La mise en place de réformes favorisant les mécanismes du marché pourrait permettre... -- Il est possible de réaliser des économies de coût des services publics en obtenant des gains d'ef... -- Tableau 1.4. …”

Tabla de Contenidos: “…La réforme fiscale introduite en 2000 : résumé -- Réforme de l'impôt sur le revenu des personnes physiques -- Réforme de l'impôt sur les sociétés -- Impôts indirects -- Évaluation de la réforme fiscale -- Autres réformes possibles -- Encadré 12. Autres réformes possibles du système fiscal : résumé des recommandations adressées à la Pologne -- Notes -- Bibliographie -- Annexes -- Annexe I - Le système fiscal polonais en janvier 2000.…”

Tabla de Contenidos: “…Illustration des effets possibles de différents scénarios de réforme fiscale -- Tableau 30. …”