Tabla de Contenidos: “…-- How ML engineers can get the most out of AWS -- Essential prerequisites -- Creating the Cloud9 environment -- Increasing Cloud9's storage -- Installing the Python prerequisites -- Preparing the dataset -- Generating a synthetic dataset using a deep learning model -- Exploratory data analysis -- Train-test split -- Uploading the dataset to Amazon S3 -- AutoML with AutoGluon -- Setting up and installing AutoGluon -- Performing your first AutoGluon AutoML experiment -- Getting started with SageMaker and SageMaker Studio -- Onboarding with SageMaker Studio -- Adding a user to an existing SageMaker Domain -- No-code machine learning with SageMaker Canvas -- AutoML with SageMaker Autopilot -- Summary -- Further reading -- Chapter 2: Deep Learning AMIs -- Technical requirements -- Getting started with Deep Learning AMIs -- Launching an EC2 instance using a Deep Learning AMI -- Locating the framework-specific DLAMI -- Choosing the instance type -- Ensuring a default secure configuration -- Launching the instance and connecting to it using EC2 Instance Connect -- Downloading the sample dataset -- Training an ML model -- Loading and evaluating the model -- Cleaning up -- Understanding how AWS pricing works for EC2 instances -- Using multiple smaller instances to reduce the overall cost of running ML workloads -- Using spot instances to reduce the cost of running training jobs -- Summary -- Further reading -- Chapter 3: Deep Learning Containers -- Technical requirements -- Getting started with AWS Deep Learning Containers -- Essential prerequisites…”

“…That's why the two operating frameworks that leaders have typically relied on—the caregiver and the analyst—are no longer enough. …”

Tabla de Contenidos: “…13.6 LECTURAS RECOMENDADAS -- 13.7 SITIOS WEB RECOMENDADOS -- 13.8 EJERCICIOS -- 14 MODELOS CMMI, SCAMPI E IDEAL -- 14.1 INTRODUCCIÓN -- 14.2 FRAMEWORK CMMI -- 14.2.1 ÁREAS DE PROCESO -- 14.2.2 REPRESENTACIONES DE CMMI -- 14.3 CMMI-DEV -- 14.4 CMMI-ACQ -- 14.5 CMMI-SVC -- 14.6 SCAMPI -- 14.7 IDEAL -- 14.8 LECTURAS RECOMENDADAS -- 14.9 SITIOS WEB RECOMENDADOS -- 14.10 EJERCICIOS -- 15 INTRODUCCIÓN A LA MEDICIÓN -- 15.1 NECESIDAD DE MEDIR -- 15.2 CONCEPTOS BÁSICOS -- 15.3 UN POCO DE HISTORIA -- 15.3.1 AÑOS 60 Y 70 -- 15.3.2 AÑOS 80 -- 15.3.3 AÑOS 90 -- 15.3.4 AÑOS 2000 -- 15.4 LECTURAS RECOMENDADAS -- 15.5 EJERCICIOS -- 16 ESTÁNDARES Y METODOLOGÍAS DE MEDICIÓN -- 16.1 INTRODUCCIÓN -- 16.2 GOAL QUESTION METRIC (GQM) -- 16.2.1 PLANIFICACIÓN -- 16.2.2 DEFINICIÓN -- 16.2.3 RECOPILACIÓN DE DATOS -- 16.2.4 INTERPRETACIÓN -- 16.2.5 EXTENSIONES A GQM -- 16.3 GOAL QUESTION INDICATOR METRIC (GQ(I)M) (...) -- 16.3.1 IDENTIFICACIÓN DE OBJETIVOS -- 16.3.2 DEFINICIÓN DE INDICADORES -- 16.3.3 CREAR UN PLAN DE ACCIÓN -- 16.3.4 PLANTILLA PARA LA DEFINICIÓN DE (...) -- 16.4 PRACTICAL SOFTWARE MEASUREMENT (PSM) -- 16.5 IEEE STD 1061. …”

Tabla de Contenidos: “…3.1.2 ESCANEADORES DE VULNERABILIDADES -- 3.1.3 EXPLOTANDO LA VULNERABILIDAD -- 3.1.4 UTILIZACIÓN DE SHELL COMO PAYLOAD -- 3.2 METASPLOIT FRAMEWORK -- 3.2.1 CONFIGURANDO UN EXPLOIT -- 3.3.2 DESCARGA DE HERRAMIENTAS MEDIANTE UN SCRIPT -- 3.3.3 TRANSFIRIENDO ARCHIVOS CON METERPRETER3.3.3 TRANSFIRIENDO ARCHIVOS CON METERPRETER -- 3.4 VALIDACIÓN TRANSPARENTE EN LOS SISTEMAS -- 3.4.1 VALIDACIÓN MEDIANTE FUERZA BRUTA -- 3.4.2 ROBANDO LAS CONTRASEÑAS CON UN KEYLOGGER -- 3.5 CONCLUSIONES -- 4 HACKING EN SISTEMAS WINDOWS -- 4.1 PENETRANDO EN SISTEMAS MICROSOFT -- 4.2 RECONOCIMIENTO DEL OBJETIVO -- 4.2.1 USO DE COMANDOS NET -- 4.2.1.1 NULL SESSION (SESIÓN NULA) -- 4.2.1.2 NET VIEW -- 4.2.1.3 NET ACCOUNTS -- 4.2.1.4 NET GROUP -- 4.2.1.5 NET LOCALGROUP -- 4.2.1.6 NET START -- 4.2.2 ASEGURAMIENTO CONTRA SESIONES NULAS -- 4.2.3 ENUMERACIÓN A TRAVÉS DE LA TABLA NETBIOS -- 4.2.4 ENUMERACIÓN USANDO EL PROTOCOLO SNMP -- 4.2.5 ENUMERANDO EL REGISTRO DE WINDOWS 4.2.5 ENUMERANDO EL REGISTRO DE WINDOWS -- 4.2.6 USO DE PROGRAMAS PARA ENUMERAR4.2.6 USO DE PROGRAMAS PARA ENUMERAR -- 4.2.6.1 USER2SID -- 4.2.6.2 SID2USER -- 4.2.6.3 CAIN &amp -- ABEL -- 4.2.6.4 NBTDUMP -- 4.2.6.5 USERDUMP -- 4.2.6.6 USERINFO -- 4.2.6.7 IP NETWORK BROWSER -- 4.2.6.8 ENUM -- 4.2.6.9 DUMPACL/DUMPSEC -- 4.2.6.10 FOCA -- 4.3 ESCANEO DEL OBJETIVO -- 4.4 CONSOLIDANDO EL ACCESO AL SISTEMA -- 4.2.1 USO DE COMANDOS NET -- 4.2.2 ASEGURAMIENTO CONTRA SESIONES NULAS4.2.2 ASEGURAMIENTO CONTRA SESIONES NULAS -- 4.4.2.1 EL SISTEMA SYSKEY -- 4.2.3 ENUMERACIÓN A TRAVÉS DE LA TABLA NETBIOSv -- 4.4.3.1 EXTRAER EL SAM CON DISCOS DE ARRANQUE -- 4.4.3.2 EXTRAER EL SAM CON PWDUMP -- 4.4.3.3 EXTRAER EL SAM UTILIZANDO CAIN &amp -- ABEL -- 4.4.3.4 EXTRAER EL SAM DEL DIRECTORIO REPAIR -- 4.2.4 ENUMERACIÓN USANDO EL PROTOCOLO SNMP4.2.4 ENUMERACIÓN USANDO EL PROTOCOLO SNMP -- 4.2.5 ENUMERANDO EL REGISTRO DE WINDOWS…”

Tabla de Contenidos: “…10.3.5 Optimal Task Scheduling Strategy 259 -- 10.4 Delay Energy Balanced Task Scheduling 260 -- 10.4.1 Overview of Homogeneous Fog Network Model 260 -- 10.4.2 Problem Formulation and Analytical Framework 261 -- 10.4.3 Delay Energy Balanced Task Offloading 262 -- 10.4.4 Performance Analysis 262 -- 10.5 Open Challenges in Task Scheduling 265 -- 10.5.1 Heterogeneity of Mobile Nodes 265 -- 10.5.2 Mobility of Mobile Nodes 265 -- 10.5.3 Joint Task and Traffic Scheduling 265 -- 10.6 Conclusion 266 -- References 266 -- 11 Noncooperative and Cooperative Computation Offloading 269 /Xu Chen and Zhi Zhou -- 11.1 Introduction 269 -- 11.2 Related Works 271 -- 11.3 Noncooperative Computation Offloading 272 -- 11.3.1 System Model 272 -- 11.3.1.1 Communication Model 272 -- 11.3.1.2 Computation Model 273 -- 11.3.2 Decentralized Computation Offloading Game 275 -- 11.3.2.1 Game Formulation 275 -- 11.3.2.2 Game Property 276 -- 11.3.3 Decentralized Computation Offloading Mechanism 280 -- 11.3.3.1 Mechanism Design 280 -- 11.3.3.2 Performance Analysis 282 -- 11.4 Cooperative Computation Offloading 283 -- 11.4.1 HyFog Framework Model 283 -- 11.4.1.1 Resource Model 283 -- 11.4.1.2 Task Execution Model 284 -- 11.4.2 Inadequacy of Bipartite Matchinǵ<U+0093>Based Task Offloading 285 -- 11.4.3 Three-Layer Graph Matching Based Task Offloading 287 -- 11.5 Discussions 289 -- 11.5.1 Incentive Mechanisms for Collaboration 290 -- 11.5.2 Coping with System Dynamics 290 -- 11.5.3 Hybrid Centralized́<U+0093>Decentralized Implementation 291 -- 11.6 Conclusion 291 -- References 292 -- 12 A Highly Available Storage System for Elastic Fog 295 /Jaeyoon Chung, Carlee Joe-Wong, and Sangtae Ha -- 12.1 Introduction 295 -- 12.1.1 Fog Versus Cloud Services 296 -- 12.1.2 A Fog Storage Service 297 -- 12.2 Design 299 -- 12.2.1 Design Considerations 299 -- 12.2.2 Architecture 300 -- 12.2.3 File Operations 301 -- 12.3 Fault Tolerant Data Access and Share Placement 303 -- 12.3.1 Data Encoding and Placement Scheme 303 -- 12.3.2 Robust and Exact Share Requests 304.…”

Tabla de Contenidos: “…Software Engineering Standards and Models 101 -- 4.1 Introduction 101 -- 4.2 Standards, Cost of Quality, and Business Models 108 -- 4.3 Main Standards for Quality Management 109 -- 4.3.1 ISO 9000 Family 109 -- 4.3.2 ISO/IEC 90003 Standard 115 -- 4.4 ISO/IEC/IEEE 12207 Standard 117 -- 4.4.1 Limitations of the ISO 12207 Standard 121 -- 4.5 ISO/IEC/IEEE 15289 Standard for the Description of Information Elements 121 -- 4.6 IEEE 730 Standard for SQA Processes 123 -- 4.6.1 Activities and Tasks of SQA 125 -- 4.7 Other Quality Models, Standards, References, and Processes 129 -- 4.7.1 Process Maturity Models of the SEI 130 -- 4.7.2 Software Maintenance Maturity Model (S3m) 135 -- 4.7.3 ITIL Framework and ISO/IEC 20000 138 -- 4.7.4 CobiT Process 142 -- 4.7.5 ISO/IEC 27000 Family of Standards for Information Security 143 -- 4.7.6 ISO/IEC 29110 Standards and Guides for Very Small Entities 144 -- 4.7.7 ISO/IEC 29110 Standards for VSEs Developing Systems 155 -- 4.8 Specific Standards for an Application Domain 156 -- 4.8.1 DO-178 and ED-12 Guidance for Airborne Systems 156 -- 4.8.2 EN 50128 Standard for Railway Applications 159 -- 4.8.3 ISO 13485 Standard for Medical Devices 161 -- 4.9 Standards and the SQAP 163 -- 4.10 Success Factors 165 -- 4.11 Further Reading 165 -- 4.12 Exercises 166 -- 5. …”

“…Enterprise Architecture (EA) frameworks such as TOGAF and Zachman are still valid, but enterprise architects also need to adapt to the new reality of agile, DevOps, and overall disruption through digital transformation. …”

Tabla de Contenidos: “…Motivation xviii About the Authors xxv 1 Globalization: Economies in Collision 1 Motivation 1 1.1 Introduction 1 1.2 Trend and Challenges in Global Finance 5 1.2.1 Global Finance and the 2007-2008 Financial Crisis 5 1.2.2 Geopolitics and Finance or Geo-Finance 7 1.2.3 Population Growth 9 1.2.4 Geo-Finance and Gating 9 1.2.5 Culture and Social Norms 10 1.2.6 Emerging Economies, Equalization, and Risks 11 1.2.7 Regulation and Politics 12 1.3 Global Finance and Trade in the Media and News 12 1.3.1 Taxing Foreign Returns When They Are Repatriated 12 1.3.2 Sovereign Gating and Protective Tariffs, Trade Defense 12 1.3.3 Global Insurance and Dependence 13 1.3.4 Finance and Politics 13 1.3.5 EU-US Regulation Risks in a Trans-Atlantic Market 13 1.3.6 Rare Earth and Strategic Trades 14 1.4 Global Risks 15 1.4.1 Factors Affecting Global Risks 15 1.4.2 Global Finance and Risk Theories 17 1.5 Global Finance and Swaps and Financial Products 18 1.6 Currencies and Liquidity 20 1.7 Foreign Exchange Regime and Markets, Global Payment, and Reserve Currency 23 1.7.1 Foreign Exchange Markets and Global Trade Currency 24 1.7.2 Exchange Rate Regimes 28 1.7.3 Foreign Exchange Reserve Currencies 29 1.7.4 Exchange Rate in Emerging Markets 30 1.8 Trade Incentives and Repressions 33 1.9 Historical Evolution 36 1.9.1 The Gold Standard System 36 1.9.2 The Bretton Woods Agreement 37 1.9.3 The Yuan Exchange Rate: An Example 38 1.10 Archaic and Modern Globalization: A Time Path 40 1.11 Discussions on Global Issues 44 References 46 2 Data, Measurements, and Global Finance 51 Motivation 51 2.1 Data and Models 51 2.1.1 National Accounts and Country-Specific Data 52 2.1.2 Financial Data 53 2.1.3 Corporate and Statistical Measurements 53 2.1.4 Big Data and Model-Less Finance 56 2.1.5 Technology and Financial Data 59 2.1.6 Transforming Data Management in Global Finance 60 2.2 Global Finance, Data Reduction, and Statistical Measurements 61 2.2.1 Moments 61 2.2.2 Skew and Kurtosis (Tails) 63 2.2.3 Outliers, Extreme Statistics, and Fat Tails 65 2.2.4 Extreme Risks 65 2.2.5 Time Series and Filtration 66 2.2.6 Dependence 67 2.2.7 Risk Exposure 75 2.3 Volatility and Implied Models Estimates 76 2.3.1 Simple Volatility Estimates 76 2.3.2 Implied Volatility 77 2.3.3 Moving Average and Autoregressive Moving Average Models 79 2.3.4 ARCH-GARCH Volatility Models 80 2.3.5 ARCH-GARCH Model: Empirical Evidence 82 2.4 Stochastic Models 86 2.4.1 The Constant Rate of Return Hypothesis 88 2.4.2 Autoregressive and Mean Reverting Models 90 2.5 Multivariate Probability Models 91 2.5.1 Bernoulli and Codependence: Qualitative Data 92 2.5.2 Multivariate Qualitative Data 93 2.5.3 Copulas and Multivariate Models 96 2.6 Statistical Data Reduction 100 2.7 Complexity: The Global Risk Finance Scourge 102 2.8 Discussion 103 References 104 3 Global Finance: Utility, Financial Consumption, and Asset Pricing 110 Motivation 110 3.1 Introduction: Financial Models and Pricing 110 3.1.1 The Walras-Arrow-Debreu Preference-Free Q Framework 111 3.1.2 Utility Finance 113 3.1.3 Utility Preferences and Pricing 114 3.2 Review: Elements of Utility and Risk 116 3.2.1 Utility and Risk Preferences 117 3.2.2 Selected Utility Functions 119 3.3 The Utility of Consumption and its Price 119 3.3.1 Example: The Financial Utility of Consumption 120 3.3.2 The Utility of Financial Consumption 121 3.4 The Capital Assets Pricing Model 123 3.4.1 Discussion 125 3.4.2 The Jensen Alpha Case: η = α−Rf 0 125 3.4.3 The Arbitrage Pricing Theory 126 3.4.4 The Capital Assets Pricing Model and Foreign Exchange 127 3.4.5 Pricing Foreign Exchange Rates and a Basket of Foreign Exchange Rates 128 3.4.6 Thought Experiment 130 3.4.7 Linear Regressions, Capital Assets Pricing Model, and Global Finance 130 3.5 Review of Elements of Arrow-Debreu and Q Pricing 131 3.5.1 Applications of the Arrow-Debreu Framework 134 3.5.2 Pricing a Foreign Bond and Foreign Exchange Rates 134 3.5.3 Global Investment Pricing: A Binomial Model 137 3.5.4 Global Investment Pricing: A Portfolio Problem 139 3.5.5 Foreign Exchange, Consumer Price Index, and Purchasing Power Parity 141 3.5.6 Relative Purchasing Power Parity 141 3.6 The Multiperiod Consumption-Based Capital Asset Pricing Model 142 3.6.1 Example: Pricing Exports 144 3.6.2 Example: The Multiagent Consumption-Based Capital Asset Pricing Model 145 3.6.3 Example: Portfolio Investment 146 3.6.4 The Capital Assets Pricing Model as a Special Case of the Consumption-Based Capital Asset Pricing Model 149 3.6.5 Foreign Exchange Rates, Bonds, and Equity 150 3.6.6 Example: Rate of Returns in Foreign Equity Markets and the Foreign Exchange Rate 153 3.7 Thought Experiments 154 References 155 4 Macroeconomics, Foreign Exchange, and Global Finance 157 Motivation 157 4.1 Introduction 157 4.2 Fundamental Macroeconomic Models 158 4.2.1 The Keynes Model: Goods and Money Markets in a Closed Economy 159 4.2.2 Macroeconomic Accounting in Open Economies 162 4.3 Balance of Payments Accounts 165 4.3.1 The Structure of Balance of Payments 165 4.3.2 Principles of Balance of Payments 167 4.3.3 Global External Imbalances 168 4.4 The Mundell and Fleming Model: IS-LM-BOP Model 171 4.4.1 Equilibrium Exchange Rate in the Foreign Exchange Market 171 4.4.2 IS-LM-BOP Model 173 4.4.3 Two-Country Model with Mundell-Fleming 175 4.4.4 Extension of the Mundell-Fleming Model: Trade 176 4.5 Macroeconomic Factors Reshaping Global Outlook 178 4.5.1 Foreign Direct Investment 178 4.5.2 External Debt and its Sustainability 182 4.5.3 Government Bonds and other Macroeconomic Factors 184 4.5.4 The Impact of a Strong US Dollar 185 4.5.5 The US Dollar and Commodity Prices 186 4.5.6 Globalization and Economic Inequalities 187 4.6 Conclusion 190 References 191 5 Foreign Exchange Models and Prices 195 Motivation 195 5.1 Introduction 195 5.2 Macroeconomic Models of Foreign Exchange Rates 196 5.2.1 Underlying Factors for Modeling Foreign Exchange Prices 196 5.2.2 Classification of Foreign Exchange Models 197 5.3 Exchange Rates and Purchasing Power Parity 198 5.3.1 Purchasing Power Parity and the Law of One Price 198 5.3.2 Application of the Law of One Price and Purchasing Power Parity 200 5.4 Foreign Exchange Rates and Interest Rates: The Assets Approach 204 5.4.1 Covered Interest Arbitrage 204 5.4.2 Uncovered Interest Parities 205 5.4.3 Real Interest Parity 206 5.4.4 Testing Uncovered Interest Parity 206 5.5 Demand and Supply of Money and Exchange Rates: Monetary Approach 207 5.5.1 The Frenkel-Mussa Model 208 5.5.2 Foreign Exchange Prices and Inflation 209 5.5.3 The Unified Asset/Monetary Approaches 211 5.5.4 Empirical Evidence on the Monetary Model of Exchange Rate 211 5.6 Extensions of the Models 212 5.6.1 The Balassa-Samuelson Model 212 5.6.2 The Dornbusch Overshooting Model 215 5.6.3 The Real Interest Differential Theory 219 5.6.4 Present-Value Models: Complete and Incomplete Markets 219 5.7 Conclusions 221 Appendix 5.A: Suggested Empirical Work for Econometric and Statistical Analysis 222 References 223 6 Asia: Financial Environment and Risks 226 Motivation 226 6.1 Introduction 226 6.2 Driving Engines of Economic Growth in Asia 228 6.2.1 International Trade 229 6.2.2 Exchange Rate 229 6.2.3 Foreign Investments Expansion 234 6.3 Financial Sector Development in Asia 235 6.3.1 Fast-Growing Banking Sector 237 6.3.2 Bond Market Development 239 6.3.3 Stock Market Development 242 6.4 Risks of Investing in Asia 245 6.4.1 Foreign Exchange Risk 245 6.4.2 Foreign Exchange Option 248 6.4.3 Portfolio with Asian Assets 249 6.5 Financial Development in China 251 6.5.1 Importance of the Banking Sector in China 252 6.5.2 State-Owned Enterprises 254 6.5.3 Challenges in Equity Markets in China 257 6.5.4 Stock Market Development in China 257 6.6 Finance in Japan 260 6.6.1 Banking Sector in Japan 260 6.6.2 Effectiveness of Corporate Governance 260 6.6.3 The Importance of Industry 261 6.6.4 Bond Market Volatility in Japan 263 6.7 Conclusion 265 References 266 7 Financial Currency Pricing, Swaps, Derivatives, and Complete Markets 269 Motivation 269 7.1 Introduction 269 7.2 Pricing Consumption Price Index and Foreign Exchange in Complete Financial Markets 272 7.3 A Generalized Consumption Price Index Foreign Exchange Pricing Model 276 7.4 Relative and Foreign Exchange Basket Price Tracking 278 7.4.1 Currency Basket Design 281 7.4.2 A Global Index Consumption Price Index Price Reversion and Foreign Exchange Prices 284 7.4.3 Global Index Reversion…”

“…Power, Politics & Society: An Introduction to Political Sociology discusses how sociologists have organized the study of politics into conceptual frameworks, and how each of these frameworks foster a sociological perspective on power and politics in society. …”

Tabla de Contenidos: “…The Banking System -- 1. Institutional Framework and Structure -- 2. Credit Policy of Banks -- 3. …”

Tabla de Contenidos: “…-- Enforcement -- Offerings and Disclosure -- Capital Markets Access -- Financial Intermediaries -- Collective Investment Schemes -- Secondary Markets -- Securitisations (Including Sukuk) -- True Sales -- Substantive Consolidation (Non‐Consolidation) -- Sukuk -- Regulatory Regimes for Asset Securitisations -- Systemic Aspects of Legal Regimes -- Different Legal and Regulatory Frameworks -- Different Modes of Analysis -- Enforceability in Purely Secular Jurisdictions -- Legal Opinions in Financing Transactions -- The 'Enforceability' or 'Remedies' Opinion -- Specific Substantive Legal Opinions -- Legal Infrastructure in Shari'ah‐Incorporated Jurisdictions -- Conclusion -- Bibliography…”

Tabla de Contenidos: “…-- Discover a world of opportunities with Google Translate -- Getting started -- The program -- The header -- Implementing Google's translation service -- Google Translate from a linguist's perspective -- Playing with the tool -- Linguistic assessment of Google Translate -- Lexical field theory -- Jargon -- Translating is not just translating but interpreting -- How to check a translation -- AI as a new frontier -- Lexical field and polysemy -- Exploring the frontier - the program -- k-nearest neighbor algorithm -- The KNN algorithm -- The knn_polysemy.py program -- Implementing the KNN compressed function in Google_Translate_Customized.py -- Conclusions on the Google Translate customized experiment -- The disruptive revolutionary loop -- Summary -- Questions -- Further reading -- Chapter 9: Getting Your Neurons to Work -- Technical requirements -- Defining a CNN -- Defining a CNN -- Initializing the CNN -- Adding a 2D convolution -- Kernel -- Intuitive approach -- Developers' approach -- Mathematical approach -- Shape -- ReLu -- Pooling -- Next convolution and pooling layer -- Flattening -- Dense layers -- Dense activation functions -- Training a CNN model -- The goal -- Compiling the model -- Loss function -- Quadratic loss function -- Binary cross-entropy -- Adam optimizer -- Metrics -- Training dataset -- Data augmentation -- Loading the data -- Testing dataset -- Data augmentation -- Loading the data -- Training with the classifier -- Saving the model -- Next steps -- Summary -- Questions -- Further reading and references -- Chapter 10: Applying Biomimicking to Artificial Intelligence -- Technical requirements -- Human biomimicking -- TensorFlow, an open source machine learning framework -- Does deep learning represent our brain or our mind? …”

Tabla de Contenidos: “…Knowing What Happens When You Kick the Bucket -- Choosing the multi-sig solution -- Scheduling future transactions -- Using a digital inheritance feature -- Book 4 Ethereum -- Chapter 1 Getting to Know Ethereum -- Exploring Ethereum's Consensus, Mining, and Smart Contracts -- Buying, Spending, and Trading Ether -- Getting Started with DAO and ICO -- Delving into Development Tools -- Chapter 2 Exploring Use Cases for Ethereum -- Diving into Ethereum Applications -- Exploring Financial Services -- Banking -- Creating Ethereum escrow applications -- Examining ICOs -- Establishing Digital Identity Management -- Managing individual and device identities -- Reducing fraud and identity theft -- Examining the ERC-725 standard and beyond -- Examining Industry Applications -- Healthcare -- Energy -- Supply chain -- Enabling Effective Governance -- Tax payment -- Government spending -- Voting -- Policy development -- Notary -- Chapter 3 Examining the Ethereum Ecosystem and Development Life cycle -- Exploring the Ethereum Blockchain Block Structure -- Describing Smart Contracts -- Introducing Solidity, the Language of Smart Contracts -- Working with the Ethereum Virtual Machine -- Fueling Your Code with Gas -- Surveying Tools for Developing, Testing, and Deploying Ethereum Apps -- Ethereum blockchain client -- Development and testing blockchain -- Compiler and testing framework -- Source code editor/IDE -- Describing the Ethereum Development Life cycle -- Introducing Smart Contract Development Tools -- Chapter 4 Getting and Configuring Ethereum Development Tools -- Examining Why Multiple Ethereum Development Tools Are Available -- Downloading, Installing, and Configuring All the Pieces -- Installing the blockchain client -- Installing the test blockchain -- Installing the testing environment -- Getting ready to install Truffle…”

Tabla de Contenidos: “…-- How does the web work? -- The Django web framework -- Django design philosophy -- The model layer -- The view layer -- The template layer -- The Django URL dispatcher -- Regular expressions -- A regex website -- Setting up Django -- Starting the project -- Creating users -- Adding the Entry model -- Customizing the admin panel -- Creating the form -- Writing the views -- The home view -- The entry list view -- The form view -- Tying up URLs and views -- Writing the templates -- The future of web development -- Writing a Flask view -- Building a JSON quote server in Falcon -- Summary -- Farewell -- Other Books You May Enjoy -- Index…”

Tabla de Contenidos: “…Deploying Cloud Functions -- Deploying from a local machine -- Deploying from a source repository -- Integrating with other Google services -- IAM and billing -- Cloud Functions and IAM -- Frameworks and tooling -- Summary -- Chapter 7: Google Compute Engine -- Understanding Compute Engine -- IaaS -- Infrastructure as Code (IaC) -- More than virtual machines -- When to use Compute Engine -- A straightforward migration path -- Host anything -- Building a robust global presence -- Long running and resource intensive processes -- Security and compliance -- Virtual machines on Google Compute Engine (GCE) -- Machine types -- Standard machine types -- High-memory machine types -- Mega-memory machine types -- High-CPU machine types -- Shared-core machine types -- Custom machine types -- Extended memory -- Other resources -- Disk storage -- GPUs -- Images -- Public images -- Premium images -- Community images -- Container images -- Managing Compute Engine instances -- Creating instances -- Remote access -- SSH access -- SCP access -- Remote Desktop Protocol (RDP) access -- Metadata server -- Default metadata -- Project-wide metadata -- Instance-specific metadata -- Setting and removing metadata -- Querying metadata from within instances -- Trying it out -- Modifying API responses -- Startup and shutdown scripts -- Startup scripts -- Shutdown Scripts -- Windows machines -- Updates and patches -- Availability policies -- Maintenance behavior -- Restart behavior -- Relocating an instance -- Storage solutions -- Persistent disks -- Standard and solid-state drive (SSD) persistent disks -- Persistent disk performance -- Boot disks -- Managing persistent disks -- Persistent disk snapshots -- Local SSDs -- Creating scalable solutions with GCE -- Custom images -- Creating images from a persistent disk -- Copying an image -- Creating images from snapshots…”

Tabla de Contenidos: “…Private/consortium blockchain providers -- Hyperledger Fabric -- Oracle blockchain cloud service -- R3/Corda -- MultiChain -- Summary -- Part III -- Chapter 8: Ethereum Versus Hyperledger -- Two leading platform frameworks -- Ethereum -- Hyperledger fabric -- Mode of operation and participation -- Ethereum -- Hyperledger fabric -- Consensus algorithm -- Ethereum -- Hyperledger fabric -- Built-in cryptocurrency -- Ethereum -- Hyperledger Fabric -- Smart contracts -- Ethereum -- Hyperledger Fabric -- How to develop a smart contract -- Ethereum -- Hyperledger fabric -- Where do your smart contracts run? …”

Tabla de Contenidos: “…Describing the Context of Data Science Programming Languages -- Unfolding Open Source Frameworks for AI/ML Models -- TensorFlow -- Theano -- Torch -- Caffe and Caffe2 -- The Microsoft Cognitive Toolkit (previously known as Microsoft CNTK) -- Keras -- Scikit-learn -- Spark MLlib -- Azure ML Studio -- Amazon Machine Learning -- Choosing Open Source or Not? …”

Tabla de Contenidos: “…Hadoop I/O -- Data Integrity -- Data Integrity in HDFS -- LocalFileSystem -- ChecksumFileSystem -- Compression -- Codecs -- Compression and Input Splits -- Using Compression in MapReduce -- Serialization -- The Writable Interface -- Writable Classes -- Implementing a Custom Writable -- Serialization Frameworks -- File-Based Data Structures -- SequenceFile -- MapFile -- Other File Formats and Column-Oriented Formats -- Part II. …”

Tabla de Contenidos: “…-- Change the Targeting/Messaging Strategy -- Change the Distribution Strategy -- Content Marketing Channel Management and Promotion -- Adjust the Editorial Calendar -- Put More Resources Toward Social Media/Online Communities -- Change the Website -- Change the Products/Services -- Content Marketing Measurement and Control -- Adjust the KPIs -- Change the Content Marketing Metrics -- Chapter 6 Social Media Marketing -- Welcome to the Endless Coffee Cup Podcast -- Social Media Context -- Term "Social Media" Coined in 2004 -- Key Definitions and Framework -- Social Media Marketing Today -- Areas Associated with Social Media Marketing Today -- Content Marketing -- Reputation Management -- Disinformation -- Monitoring/Participating in Conversations -- Influencer Marketing -- Digital Advertising -- Social Media Marketing and Organizational Structure -- Social Media Marketing Strategy and Planning -- How Social Media Impacts Business Goals -- Value of Influencers -- Social Media Channel Management -- Early Social Media Channels -- Social Networks -- Video Sharing -- Microblogging -- Photo Sharing -- Blogs…”