Tabla de Contenidos: “…. -- There's more... -- Performing correlations and multivariate analysis -- Getting ready -- How to do it... -- How it works... -- See also -- Conducting an exact binomial test -- Getting ready -- How to do it... -- How it works... -- See also -- Performing a student's t-test -- Getting ready -- How to do it... -- How it works... -- See also -- Performing the Kolmogorov-Smirnov test -- Getting ready -- How to do it... -- How it works... -- See also -- Understanding the Wilcoxon Rank Sum and Signed Rank test -- Getting ready -- How to do it... -- How it works... -- See also -- Working with Pearson's Chi-squared test -- Getting ready -- How to do it... -- How it works…”

Tabla de Contenidos: “…Beginning the CNN Tour with Character Recognition -- Understanding image basics -- Explaining How Convolutions Work -- Understanding convolutions -- Simplifying the use of pooling -- Describing the LeNet architecture -- Detecting Edges and Shapes from Images -- Visualizing convolutions -- Unveiling successful architectures -- Discussing transfer learning -- Chapter 11 Introducing Recurrent Neural Networks -- Introducing Recurrent Networks -- Modeling sequences using memory -- Recognizing and translating speech -- Placing the correct caption on pictures -- Explaining Long Short-Term Memory -- Defining memory differences -- Walking through the LSTM architecture -- Discovering interesting variants -- Getting the necessary attention -- Part 3 Interacting with Deep Learning -- Chapter 12 Performing Image Classification -- Using Image Classification Challenges -- Delving into ImageNet and MS COCO -- Learning the magic of data augmentation -- Distinguishing Traffic Signs -- Preparing image data -- Running a classification task -- Chapter 13 Learning Advanced CNNs -- Distinguishing Classification Tasks -- Performing localization -- Classifying multiple objects -- Annotating multiple objects in images -- Segmenting images -- Perceiving Objects in Their Surroundings -- Discovering how RetinaNet works -- Using the Keras-RetinaNet code -- Overcoming Adversarial Attacks on Deep Learning Applications -- Tricking pixels -- Hacking with stickers and other artifacts -- Chapter 14 Working on Language Processing -- Processing Language -- Defining understanding as tokenization -- Putting all the documents into a bag -- Memorizing Sequences that Matter -- Understanding semantics by word embeddings -- Using AI for Sentiment Analysis -- Chapter 15 Generating Music and Visual Art -- Learning to Imitate Art and Life -- Transferring an artistic style…”

Tabla de Contenidos: “…-- ERM Definitions -- The Benefits of ERM -- Organizational Effectiveness -- Risk Reporting -- Business Performance -- The Chief Risk Officer -- Components of ERM -- Corporate Governance -- Line Management -- Portfolio Management -- Risk Transfer -- Risk Analytics -- Data and Technology Resources -- Stakeholder Management…”

Tabla de Contenidos: “…. -- There's more... -- Backup and perform bare metal recovery -- Getting ready -- How to do it... -- How it works... -- There's more... -- Restore the registry from a backup -- Getting ready -- How to do it... -- How it works... -- There's more... -- Create a daily backup report -- Getting ready -- How to do it... -- How it works... -- There's more... -- Backup and restore using Microsoft Azure -- Getting ready -- How to do it... -- How it works... -- There's more... -- Chapter 6: Managing Performance -- Introduction -- Explore performance counters with Get-Counter -- Getting ready -- How to do it... -- How it works... -- There's more... -- Explore performance counters using CIM cmdlets -- Getting ready -- How to do it... -- How it works... -- There's more... -- Configuring and using Data Collector Sets -- Getting ready -- How to do it... -- How it works... -- There's more... -- Reporting on performance data -- Getting ready -- How to do it... -- How it works... -- There's more... -- Generating performance monitoring graph -- Getting ready -- How to do it... -- How it works... -- There's more... -- Creating a system diagnostics report -- Getting ready -- How to do it... -- How it works... -- There's more... -- Chapter 7: Troubleshooting Windows Server 2016 -- Introduction -- Checking network connectivity -- Getting ready -- How to do it... -- How it works... -- There's more... -- Using troubleshooting packs -- Getting ready -- How to do it... -- How it works... -- There's more... -- Use best practice analyzer -- Getting ready -- How to do it... -- How it works... -- There's more... -- Managing event logs -- Getting ready -- How to do it... -- How it works... -- There's more... -- Forward event logs to a central server -- Getting ready -- How to do it…”

Tabla de Contenidos: “…7.4 IBM HTTP Server performance tuning -- 7.5 ITLM components performance considerations -- 7.6 Operating system performance tuning -- 7.6.1 Windows environments -- 7.6.2 AIX environments -- Appendix A. …”

Tabla de Contenidos: “…-- Creating a sock puppet -- Anonymizing internet-based traffic -- VPN -- Proxychains -- TOR -- Summary -- Further reading -- Chapter 5: Exploring Open-Source Intelligence -- Technical requirements -- Google hacking techniques -- Domain reconnaissance -- Collecting WHOIS data -- Performing DNS enumeration -- Exploiting DNS zone transfer -- Automation using SpiderFoot -- Sub-domain harvesting -- Enumeration with DNSMap -- Sub-domain discovery with Knockpy…”

Tabla de Contenidos: “…Best practice 1 - Completely understanding the project goal -- Best practice 2 - Collecting all fields that are relevant -- Best practice 3 - Maintaining the consistency and normalization of field values -- Best practice 4 - Dealing with missing data -- Best practice 5 - Storing large-scale data -- Best practices in the training set generation stage -- Best practice 6 - Identifying categorical features with numerical values -- Best practice 7 - Deciding whether to encode categorical features -- Best practice 8 - Deciding whether to select features and, if so, how to do so -- Best practice 9 - Deciding whether to reduce dimensionality and, if so, how to do so -- Best practice 10 - Deciding whether to rescale features -- Best practice 11 - Performing feature engineering with domain expertise -- Best practice 12 - Performing feature engineering without domain expertise -- Binarization and discretization -- Interaction -- Polynomial transformation -- Best practice 13 - Documenting how each feature is generated -- Best practice 14 - Extracting features from text data -- tf and tf-idf -- Word embedding -- Word2Vec embedding -- Best practices in the model training, evaluation, and selection stage -- Best practice 15 - Choosing the right algorithm(s) to start with -- Naïve Bayes -- Logistic regression -- SVM -- Random forest (or decision tree) -- Neural networks -- Best practice 16 - Reducing overfitting -- Best practice 17 - Diagnosing overfitting and underfitting -- Best practice 18 - Modeling on large-scale datasets -- Best practices in the deployment and monitoring stage -- Best practice 19 - Saving, loading, and reusing models -- Saving and restoring models using pickle -- Saving and restoring models in TensorFlow -- Saving and restoring models in PyTorch -- Best practice 20 - Monitoring model performance -- Best practice 21 - Updating models regularly…”

Tabla de Contenidos: “….) -- Problemas de salud fronteriza y trata de personas -- Diálogos sobre los feminismos actuales -- La voz feminicidio, una clave paradigmática -- Derechos humanos de las mujeres y feminismos múltiples -- Propuestas feministas para erradicar la violencia de género y la violencia feminicida -- Performance feminista en la frontera: de yo soy teatro a (...) -- Feminidades nómadas en (...) -- Sobre las y los autores…”
Enlace del recurso

Tabla de Contenidos: “…All the World’s a Stage: Impact of Audience on Sport Performers - Marc V. Jones, PhD, Steven R. Bray, PhD, and David Lavallee, PhD -- Part III. …”

Tabla de Contenidos: “…Chapter 8: Analyzing Performance and Competitive PositionANALYZING RETURNS ON INVESTED CAPITAL; ANALYZING REVENUE GROWTH; CREDIT HEALTH AND CAPITAL STRUCTURE; ALTERNATIVES TO ROIC; GENERAL CONSIDERATIONS; REVIEW QUESTIONS; Chapter 9: Forecasting Performance; DETERMINE LENGTH AND DETAIL OF THE FORECAST; COMPONENTS OF A GOOD MODEL; MECHANICS OF FORECASTING; ADDITIONAL ISSUES; REVIEW QUESTIONS; Chapter 10: Estimating Continuing Value; RECOMMENDED FORMULA FOR DCF VALUATION; RECOMMENDED FORMULA FOR ECONOMIC-PROFIT VALUATION; SUBTLETIES OF CONTINUING VALUE; COMMON PITFALLS…”

Tabla de Contenidos: “…Stage versus Film Acting; Preparing for a Role; The Demands of Performance; One Good Performance; Projecting; Film and Theater Close-Ups; Emotions and Feelings; Subtext; Camera and Proscenium Arch; Personality and Character; Dialogue; Monologues; Film Experience versus Stage Experience; Reacting…”

Tabla de Contenidos: “…Types of Governmental AuditsFinancial Audits; Performance Audits; Other Attest Engagements; Organization of the Book; Part I: Background of Federal Auditing; Part II: Federal Budgeting, Accounting, and Financial Statements; Part III: Auditing in the Federal Government; Part IV: Nature of Selected Federal Audits; Chapter 2: Federal Audit Criteria: Laws, Regulations, Audit Standards; The Constitution: ``The Power of the Purse ́ ́; Constitutional Financial Authority; Federal Budget Defined; Congressional Authorizing Legislation; Major Budget and Financial Management Laws…”

Tabla de Contenidos: “…Logical Location-Based Multicast Routing in Large-Scale Mobile Ad Hoc Networks; 20. Performance Analysis of Dynamic Routing Protocols for Mobile Ad Hoc Networks; 21. …”

Tabla de Contenidos: “…Series Page; Title Page; Copyright; Table of Contents; Preface; Acknowledgments; Part One: The Arbitrage Process; Chapter 1: Introduction to Merger Arbitrage; Notes; Chapter 2: The Mechanics of Merger Arbitrage; Cash Mergers; Stock-for-Stock Mergers; Note; Chapter 3: The Role of Merger Arbitrage in a Diversified Portfolio; Volatility of Stocks Going through a Merger; Merger Arbitrage Universe; Merger Arbitrage Spreads; Performance Characteristics of Merger Arbitrage; Performance of Merger Arbitrage outside the United States; Risk and Return of Merger Arbitrage Funds…”

Tabla de Contenidos: “…El espectáculo teatral y sus dobles -- Introducción -- El teatro después del drama -- Performance, teatralidad, intermedialidad -- Performance -- Teatralidad -- Intermedialidad -- El teatro y sus dobles -- El CEA y sus espectáculos6 -- Conclusiones -- Conclusiones -- Anexo. …”

Tabla de Contenidos: “…The reform of China's exchange rate regime / Yongding Yu -- Private sector development / Nicholas Lardy -- State-owned enterprise reform in China : Past, present and prospects / Ligang Song -- State enterprise reform today / Barry Naughton -- Rural-to-urban migration and migrants' labour market performance, 2008-16 / Bob Gregory and Xin Meng -- The structure of and changes to China's land system / Shouying Liu -- New urbanisation in China : A multidimensional perspective--Empirical analysis of 289 prefecture and higher-level cities / Biliang Hu and Kunling Zhang -- China's 40 years of agricultural development and reform /Jikun Huang and Scott Rozelle -- Energy price reform in China / ZhongXiang Zhang -- The evolution and transformation of China's climate change response strategy : From preventing "black swan" events to reducing "grey rhino" risks / Jiahua Pan -- China and the global trading system : Then and now / Peter Drysdale and Samuel Hardwick -- China's foreign trade : Reform, performance and contribution to economic growth / Kunwang Li and Wei Jiang -- The liberalisation of FDI policies and the impacts of FDI on China's economic development / Chunlai Chen -- Outward direct investment : Restricted, relaxed and regulated stages of development / Bijun Wang and Kailin Gao - Outward direct investment : Restricted, relaxed and regulated stages of development / Bijun Wang and Kailin Gao…”

Tabla de Contenidos: “…Representaciones desde la contradicción, el performance en e-homoConclusiones; Bibliografía…”

Tabla de Contenidos: “…Performing the Second Sino-Japanese War; 5. Struggling forward with the times: crisis discourse for the 21st century; 6. …”

Tabla de Contenidos: “…Cover; Preface; Contents; Figures; Tables; Summary; Acknowledgments; Abbreviations; Chapter One - Introduction; Background; Objective of the Study; Approach; Outline of the Monograph; Chapter Two - Implications of Phase I Program Evaluations for Phase II Evaluations; Previous Performance Evaluations of BK21 Phase I; Findings from Previous Evaluations; Limitations of Previous Evaluations; Implications for Designing the Phase II Evaluation Model; Chapter Three - A Logic Model for Evaluating BK21; Literature Review and Focus Group Interviews; Developing the Logic Model…”

Tabla de Contenidos: “…CONTENTS; Acknowledgements; Technical Committees; 1. Performance-Based Measurement for Thai Educational Organization: A DEA Management Model; 2. …”