“…ALSO AVAILABLE ON LINE The data in this publication are also available on line via www.oecd-ilibrary.org under the title OECD National Accounts Statistics (http://dx.doi.org/10.1787/na-data-en)…”

“…Basic statistics of the Russian Federation Executive summary Assessment and recommendations. …”

Tabla de Contenidos: “…Intro -- Table of contents -- Basic statistics of the Hungary, 2014 -- Acronyms -- Executive summary -- Strong economic growth has returned -- Figure: GDP growth -- Investment has started to pick up -- Figure: Total investment as a share of GDP -- Low-skilled have weak labour market outcomes -- Figure: Employment rates of people with below upper-secondary education -- Assessment and recommendations -- Resuming inclusive growth -- Figure 1. …”

Tabla de Contenidos: “…Intro -- 20th anniversary of Korea's accession to the OECD -- Table of contents -- Basic statistics of Korea, 2014 -- Executive summary -- Korea is experiencing a spell of slower growth and low inflation -- Figure: Real output growth has slowed -- Productivity is low due to large gaps between manufacturing and services, and large companies and SMEs -- Figure: Labour productivity in services is low in Korea -- Problems in the labour market raise inequality and poverty, and discourage employment -- Figure: The labour force will fall sharply at current participation rates -- Main findings - Key recommendations -- Assessment and recommendations -- Figure 1. …”

Tabla de Contenidos: “…Cover -- Copyright -- Credits -- About the Authors -- About the Reviewer -- www.PacktPub.com -- Customer Feedback -- Table of Contents -- Preface -- Chapter 1: Introduction to Network Security -- Murphy's law -- Hackers (and their types) defined -- Hacker tools -- The hacking process -- Ethical hacking issues -- Current technologies -- Recent events and statistics of network attacks -- Our defense -- Security for individuals versus companies -- Wi-Fi vulnerabilities -- Knowns and unknowns -- False positives -- Mitigation against threats -- Building an assessment -- Summary -- References -- Chapter 2: Sniffing the Network -- What is network sniffing? …”

Tabla de Contenidos: “…The Human Resource Body of Knowledge: HRBoK[TM] -- The Building Blocks -- The HR Profession -- The Six Domains -- The Age of Organizational Behavior -- Structuring Human Resource Departments -- Department of Labor, Bureau of Labor Statistics, RIASEC -- Human Resource Manager: Enterprising, Social, Conventional -- Human Resource Specialist: Enterprising, Conventional, Social -- Compensation, Benefits, and Job Analysis Specialists: Conventional, Enterprising -- Training and Development Managers: Conventional, Enterprising, Social -- Payroll and Timekeeping Clerks: Conventional, Enterprising -- From HR to Employee Experience -- The Development of HR Competencies -- The Exams -- How the Exams Are Scored -- How to Prepare for Exams -- The Importance of Recertification -- HRBoK[TM] -- Notes -- Chapter 2. …”

Tabla de Contenidos: “…Reducing the problem to statistics -- Understanding that deep learning doesn't create -- Mimicking an Artist -- Defining a new piece based on a single artist -- Combining styles to create new art -- Visualizing how neural networks dream -- Using a network to compose music -- Chapter 16 Building Generative Adversarial Networks -- Making Networks Compete -- Finding the key in the competition -- Achieving more realistic results -- Considering a Growing Field -- Inventing realistic pictures of celebrities -- Enhancing details and image translation -- Chapter 17 Playing with Deep Reinforcement Learning -- Playing a Game with Neural Networks -- Introducing reinforcement learning -- Simulating game environments -- Presenting Q-learning -- Explaining Alpha-Go -- Determining if you're going to win -- Applying self-learning at scale -- Part 4 The Part of Tens -- Chapter 18 Ten Applications that Require Deep Learning -- Restoring Color to Black-and-White Videos and Pictures -- Approximating Person Poses in Real Time -- Performing Real-Time Behavior Analysis -- Translating Languages -- Estimating Solar Savings Potential -- Beating People at Computer Games -- Generating Voices -- Predicting Demographics -- Creating Art from Real-World Pictures -- Forecasting Natural Catastrophes -- Chapter 19 Ten Must-Have Deep Learning Tools -- Compiling Math Expressions Using Theano -- Augmenting TensorFlow Using Keras -- Dynamically Computing Graphs with Chainer -- Creating a MATLAB-Like Environment with Torch -- Performing Tasks Dynamically with PyTorch -- Accelerating Deep Learning Research Using CUDA -- Supporting Business Needs with Deeplearning4j -- Mining Data Using Neural Designer -- Training Algorithms Using Microsoft Cognitive Toolkit (CNTK) -- Exploiting Full GPU Capability Using MXNet -- Chapter 20 Ten Types of Occupations that Use Deep Learning -- Managing People…”

Tabla de Contenidos: “…Adding containers to automatic storage tablespaces -- Tablespace rebalance operation -- Reclaimable storage -- Converting DMS tablespaces to use automatic storage -- Smart disk storage management -- Creating a table -- Alter table -- Expression-based indexes -- Invalidation of database objects -- Revalidation of database objects -- Online table move -- Tracking the execution of online table move -- Online table move planning -- Online table move-running changes -- Copy schema procedure -- Range clustering and range partitioning tables -- Range clustered tables -- Range clustered table planning -- Range partitioned tables -- Listing the data partitions -- Detaching a data partition -- Attaching a data partition -- MDC -- MQT -- ITC -- Db2 BLU Acceleration -- Implementing BLU -- BLU compression and statistics -- BLU disk space management -- BLU platform management -- Anatomy of a columnar table -- Db2 V11.1 BLU advances -- db2convert -- Db2 pureScale -- Members -- Cluster-caching facility (CF) -- Shared disk storage -- Cluster services and interconnect -- Db2 v11.1 pureScale advances -- Availability -- Installation and upgrades -- Management and performance -- Features -- Self-tuning database memory manager (STMM) in pureScale -- Self-tuning CF memory in pureScale -- Db2_DATABASE_CF_MEMORY (DB2 registry variable) -- CF_DB_MEM_SZ (DB CFG in 4K pages) -- CF_GBP_SZ, CF_LOCK_SZ, CF_SCA_SZ (DB CFG in 4K pages) -- Data compression -- Static row compression -- Should the table be compressed? …”

Tabla de Contenidos: “…ALLOCATION OF FUNDS -- Qard Hasan Loans -- Mudaraba -- Civil Partnership -- Legal Partnership -- Installment Sale -- Salam (Forward Dealing) -- Hire-Purchase (Leasing) -- Muzaraah -- Musaqat -- Joaalah -- Debt-Purchase -- Direct Investment -- OTHER REGULATIONS -- MONETARY POLICY -- Direct Instruments -- Indirect Instruments -- Adjustments to Monetary Policy Making -- HOW IRANIAN PRACTICES DIFFER FROM THOSE OF OTHER COUNTRIES -- CHALLENGES AND STRENGTHS -- COOPERATION WITH OTHER ISLAMIC COUNTRIES -- IRANIAN BANKING SYSTEM STATISTICS -- THE IRANIAN ISLAMIC CAPITAL MARKET -- History -- Structure -- Financial Institutions -- Financial Instruments -- Laws and Regulations -- Growth -- Cross-Border Cooperation -- REFERENCES -- ABOUT THE AUTHOR -- Chapter 12: Japan -- CORPORATE BANKING -- Regulatory Changes -- Market Positioning -- Major Performances -- RETAIL BANKING AND MICROFINANCE -- DEBT CAPITAL MARKETS ( SUKUK) -- SUKUK REGULATION AND TAXATION: THE CASE OF J- SUKUK -- EQUITY CAPITAL MARKETS -- Indexes -- Private Equity Funds -- ASSET MANAGEMENT -- Equity Funds -- Exchange Traded Funds -- Real Estate Funds -- Endowment Funds -- TAKAFUL AND RE- TAKAFUL -- Market Positioning -- Prospects -- SOVEREIGN WEALTH FUNDS -- REGULATORY ISSUES -- TAX AND ACCOUNTING -- Tax Legislation -- Tax Neutrality -- Tax Incentives and Exemptions -- Other Tax and Accounting Issues -- CONCLUSION -- ABOUT THE AUTHOR -- Chapter 13: Jordan -- ASSET MANAGEMENT -- TAX AND ACCOUNTING -- MICROFINANCE -- Microfinance in Jordan -- Islamic Microfinance in Jordan -- TAKAFUL AND RE- TAKAFUL -- DEBT CAPITAL MARKETS -- CROSS-BORDER FINANCING -- SOVEREIGN SUKUK -- REGULATORY ISSUES -- CONCLUSION -- NOTE -- REFERENCES -- ABOUT THE AUTHOR -- Chapter 14: Kazakhstan -- PAST PERFORMANCE -- PROSPECTS -- ASSET MANAGEMENT -- TAX AND ACCOUNTING -- RETAIL AND MICROFINANCE -- TAKAFUL AND RE- TAKAFUL…”

“…In the book, you'll discover the ins and outs of function transformation and evaluation, work out your brain with complex and imaginary numbers, and apply formulas from statistics and probability theory. You'll also find: Accessible and practical lessons and practice for second year high-school or university algebra students End-of-chapter quizzes that help you learn - and remember! …”

“…"This book provides an interdisciplinary presentation on machine learning, bioinformatics and statistics. This book is an accumulation of lecture notes and interesting research tidbits from over two decades of the author's teaching experience. …”

Tabla de Contenidos: “…Tomcat JDBC connection pool versus HikariCP -- Reliability -- Performance -- Features -- Ease of use -- Database interaction best practices -- Using Statement versus PreparedStatement versus CallableStatement -- Using Batch instead of PreparedStatement -- Minimizing the use of database metadata methods -- Using get methods effectively -- When to avoid connection pooling -- Choose commit mode carefully -- Summary -- Chapter 6: Hibernate Performance Tuning and Caching -- Introduction to Spring Hibernate and Spring Data -- Spring Hibernate -- Spring Data -- Spring Hibernate configuration -- Spring with JPA using Hibernate -- Spring Data configuration -- Common Hibernate traps -- Hibernate n + 1 problem -- The open session in view anti-pattern -- Unknown Id.generator exception -- Hibernate performance tuning -- Approaches to avoid the n + 1 problem -- Fetch join using JPQL -- Join fetch in Criteria API -- Named entity graph -- Dynamic entity graph -- Finding performance issues with Hibernate statistics -- Using query-specific fetching -- Caching and its best practices -- First level cache -- Second level cache -- Query cache -- Performing updates and deletes in bulk -- Hibernate programming practices -- Caching -- Miscellaneous -- Summary -- Chapter 7: Optimizing Spring Messaging -- What is messaging? …”

Tabla de Contenidos: “…Creating a history view -- Creating limited custom roles for new staff members -- Reporting -- Report tags and folders in GoodData -- Duplicating reports in GoodData -- Excluding specific tickets from your GoodData reports -- Sending agent-specific reports using variables -- Zendesk apps -- Custom tagging app -- Custom ticket merge app -- Custom macro statistics app -- Custom Zendesk backup app -- Zendesk CSS hack in apps -- Summary -- Index…”

Tabla de Contenidos: “…Sharding Administration -- Seeing the Current State -- Getting a Summary with sh.status -- Seeing Configuration Information -- Tracking Network Connections -- Getting Connection Statistics -- Limiting the Number of Connections -- Server Administration -- Adding Servers -- Changing Servers in a Shard -- Removing a Shard -- Changing Config Servers -- Balancing Data -- The Balancer -- Changing Chunk Size -- Moving Chunks -- Jumbo Chunks -- Refreshing Configurations -- Part V. …”

Tabla de Contenidos: “…Build failure conditions -- Triggering the build on VCS changes -- Build chains -- Deploying to Heroku -- Adding functional tests -- Parameters and build parameters -- Setting up the build chain -- Snapshot dependencies -- The Finish build trigger -- The Build chain view -- Fine-tuning our setup -- Adding coverage and unit test reports -- Publishing reports as artifacts -- XML report processing -- Report tabs -- Build and project statistics -- Shared resources -- Agent Requirements -- Summary -- 4. …”

Tabla de Contenidos: “…. -- Chapter 5: Boolean Indexing -- Introduction -- Calculating boolean statistics -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Constructing multiple boolean conditions -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Filtering with boolean indexing -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Replicating boolean indexing with index selection -- Getting ready -- How to do it... -- How it works... -- There's more... -- Selecting with unique and sorted indexes -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Gaining perspective on stock prices -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Translating SQL WHERE clauses -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Determining the normality of stock market returns -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Improving readability of boolean indexing with the query method -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Preserving Series with the where method -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Masking DataFrame rows -- Getting ready -- How to do it…”

Tabla de Contenidos: “…Dynamic Behavior with Partial Pages -- Exercise 7.05: Refactoring a Tag Helper to a Partial Page with Custom Logic -- Activity 7.01: Creating a Page to Edit an Existing Task -- View Components -- Exercise 7.06: Creating a View Component to Display Task Statistics -- Activity 7.02: Writing a View Component to Display Task Log -- Summary -- Chapter 8: Creating and Using Web API Clients -- Introduction -- Browser -- Web API -- RESTful API -- Postman -- Client -- Octokit -- API Key -- Azure Text Analytics -- Exercise 8.01: Performing Sentimental Text Analysis on Any Text -- Your Own Client -- HttpClient -- HttpClient and IDisposable -- OAuth -- Real-life Analogy -- API Analogy -- OAuth App for GitHub -- Authorization Header -- Basic Authentication -- API Key and Personal Access Token -- Third-Party Authentication-OAuth2 -- Request Idempotency -- PUT, PATCH, or POST -- Exercise 8.02: HttpClient Calling a Star Wars Web API -- Activity 8.01: Reusing HttpClient for the Rapid Creation of API Clients -- RestSharp -- Activity 8.02: The Countries API Using RestSharp to List all Countries -- Refit -- Activity 8.03: The Countries API Using Refit to List all Countries -- Other Ways of Making HTTP Requests -- Exercise 8.03: A Strongly Typed HTTP Client for Testing Payments in a PayPal Sandbox -- Activity 8.04: Using an Azure Blob Storage Client to Upload and Download Files -- Summary -- Chapter 9: Creating API Services -- Introduction -- ASP.NET Core Web API -- Creating a New Project -- Web API Project Structure -- An In-Depth Look at WeatherForecastController -- Responding with Different Status Codes -- Exercise 9.01: .NET Core Current Time Service -- Bootstrapping a Web API -- Dependency Injection -- Program.cs and Minimal API -- The Inner Workings of the AddLogging Method -- The Lifetime of an Injected Component -- DI Examples within a Service -- Singleton…”

Tabla de Contenidos: “…Cover -- Title Page -- Copyright and Credits -- Dedication -- Contributors -- Table of Contents -- Preface -- Chapter 1: Generating Summary Statistics -- Technical requirements -- Analyzing the mean of a dataset -- Getting ready -- How to do it... -- How it works... -- There's more... -- Checking the median of a dataset -- Getting ready -- How to do it... -- How it works... -- There's more... -- Identifying the mode of a dataset -- Getting ready -- How to do it... -- How it works... -- There's more... -- Checking the variance of a dataset -- Getting ready -- How to do it... -- How it works... -- There's more... -- Identifying the standard deviation of a dataset -- Getting ready -- How to do it... -- How it works... -- There's more... -- Generating the range of a dataset -- Getting ready -- How to do it... -- How it works... -- There's more... -- Identifying the percentiles of a dataset -- Getting ready -- How to do it... -- How it works... -- There's more... -- Checking the quartiles of a dataset -- Getting ready -- How to do it... -- How it works... -- There's more... -- Analyzing the interquartile range (IQR) of a dataset -- Getting ready -- How to do it... -- How it works... -- Chapter 2: Preparing Data for EDA -- Technical requirements -- Grouping data -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Appending data -- Getting ready -- How to do it... -- How it works... -- There's more... -- Concatenating data -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Merging data -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Sorting data -- Getting ready -- How to do it... -- How it works... -- There's more... -- Categorizing data -- Getting ready -- How to do it... -- How it works... -- There's more... -- Removing duplicate data -- Getting ready -- How to do it...…”

“…Written by a highly qualified author, Near Extensions and Alignment of Data in Rn includes information on: Areas of mathematics and statistics, such as harmonic analysis, functional analysis, and approximation theory, that have driven significant advances in the field Development of algorithms to enable the processing and analysis of huge amounts of data and data sets Why and how the mathematical underpinning of many current data science tools needs to be better developed to be useful New insights, potential tools, and mathematical techniques to solve problems in Whitney extensions, signal processing, shortest paths, clustering, computer vision, optimal transport, manifold learning, minimal energy, and equidistribution Providing comprehensive coverage of several subjects, Near Extensions and Alignment of Data in Rn is an essential resource for mathematicians, applied mathematicians, and engineers working on problems related to data science, signal processing, computer vision, manifold learning, and optimal transport…”

Tabla de Contenidos: “…Intro -- Foreword -- Reader's guide -- Basic statistics of Costa Rica -- Executive summary -- Costa Rica has made good environmental progress, but could better align itself with more advanced countries -- Zero net deforestation is a major achievement, but biodiversity pressures persist -- There is scope to strengthen coherence, implementation and effectiveness of biodiversity policy -- More investment in water and waste infrastructure and services is urgently needed -- Costa Rica needs to follow through on plans to meet its ambitious climate goals -- Decarbonising transport is essential to meet climate mitigation goals and improve quality of life -- The environmental governance system is well established, but implementation could be improved -- Costa Rica should scale up finance for environment-related investment and improve efficiency of public spending -- Implementing a green tax reform would help improve price signals and raise revenue for the green transition -- Assessment and recommendations -- 1. …”