Tabla de Contenidos: “…Intro -- Preface -- Title Page -- Copyright -- Dedication -- Contributors -- Table of Contents -- Part 1: Getting Started with a Solid Foundation -- Chapter 1: Understanding CLI Standards -- A brief introduction and history of the command line -- About the history -- Introducing the CLI -- The philosophy of CLI development -- Checklist for a successful CLI -- The guidelines -- Name -- Help and documentation -- Input -- Output -- Configuration -- Security -- Open source community -- Software lifespan and robustness -- Go for CLIs -- Summary -- Questions -- Answers -- Further reading -- Chapter 2: Structuring Go Code for CLI Applications -- Technical requirements -- Commonly used program layouts for robust applications -- Program layouts -- Common folders -- Determining use cases and requirements -- Use cases -- Requirements -- Disadvantages and benefits of use cases and requirements -- Use cases, diagrams, and requirements for a CLI -- Requirements for a metadata CLI -- Structuring an audio metadata CLI application -- Bounded context -- Language -- Entities and value objects -- Aggregation -- Service -- Events -- Repository -- Creating the structure -- Summary -- Questions -- Answers -- Further reading -- Chapter 3: Building an Audio Metadata CLI -- Technical requirements -- Defining the components -- cmd/ -- cmd/api/ -- cmd/cli/ -- cmd/cli/command -- extractors/ -- extractors/tags -- extractors/transcript -- internal/interfaces -- models/ -- services/metadata -- storage/ -- vendor/ -- Implementing use cases -- Uploading audio -- Requesting metadata -- Testing a CLI -- Manual testing -- Testing and mocking -- Summary -- Questions -- Answers -- Chapter 4: Popular Frameworks for Building CLIs -- Technical requirements -- Cobra - a library for building modern CLI applications -- Creating subcommands -- Global, local, and required flags…”

Tabla de Contenidos: “…7.1.3 Programming Challenge: A 360° Servo -- 7.2 The MSF Time Decoder -- 7.2.1 MSF Receiver Circuit Arrangement -- 7.2.2 Program Design -- 7.2.3 Setting up for an Interrupt -- 7.2.4 Acquiring the Data Bits -- 7.2.5 Decoding the MSF Data -- 7.2.6 Displaying the MSF Time Data -- 7.3 Decoding GPS Signals -- 7.3.1 Acquiring the GPS Message -- 7.3.2 Decoding the GPS Message -- 7.3.3 Selecting the Massage Stream -- 7.4 Conclusion -- References -- Appendix A: uVision IDE Notes -- A.1 Getting Started -- A.2 Help -- A.3 Project Development -- A.4 Debug Facilities -- A.5 Conclusion -- Appendix B: STM Discovery Examples Library -- B.1 Peripheral Examples -- B.2 Example Application -- Appendix C: DAC and ADC Support Software -- C.1 DAC Peripheral Features -- C.2 How to Use the DAC Driver -- C.3 ADC Peripheral Features -- C.4 How to Use the ADC driver -- C.5 Files for Reference -- Appendix D: Example Keyboard Interface -- Index -- EULA…”

Tabla de Contenidos: “…-- Technical requirements -- The evolution of web applications -- Programming the web -- The social web -- The separation of the frontend and the backend -- Everything becomes micro -- From SOA to microservices -- The advantages of microservices -- The disadvantages of microservices -- Micro and frontend -- Emerging web standards -- Isolation via web components -- Frame communication -- Web workers and proxies -- Faster TTM -- Decreasing onboarding time -- Multiple teams -- Isolated features -- A/B testing -- Summary -- Chapter 2: Common Challenges and Pitfalls -- Technical requirements -- Performance -- Resource caching -- Bundle size -- Request optimizations -- Security -- Central user management -- Individual user management -- Script execution -- Knowledge sharing -- Reliability -- User experience -- Wording -- Pattern libraries -- Summary -- Chapter 3: Deployment Scenarios -- Technical requirements -- Central deployments -- Using a monorepo -- Joining multiple repositories -- Distributed deployments -- Using a monorepo -- Using dedicated pipelines -- Hybrid solutions -- Scheduled releases -- Triggering on change -- Summary -- Chapter 4: Domain Decomposition -- Technical requirements -- Principles of DDD -- Modules -- Bounded context -- Context map -- Strategic domain design versus tactical design -- Separation of concerns -- Technical split -- Functional split -- Example decomposition -- Architectural boundaries -- Shared capabilities -- Choosing the right level of freedom -- Accessing the DOM -- Universality of micro frontends -- Summary -- Part 2: Dry Honey - Implementing Micro Frontend Architectures…”

Tabla de Contenidos: “…DQN model -- Training -- Running and performance -- Your model in action -- Summary -- Chapter 7 - DQN Extensions -- The PyTorch Agent Net library -- Agent -- Agent's experience -- Experience buffer -- Gym env wrappers -- Basic DQN -- N-step DQN -- Implementation -- Double DQN -- Implementation -- Results -- Noisy networks -- Implementation -- Results -- Prioritized replay buffer -- Implementation -- Results -- Dueling DQN -- Implementation -- Results -- Categorical DQN -- Implementation -- Results -- Combining everything -- Implementation -- Results -- Summary -- References -- Chapter 8 - Stocks Trading Using RL -- Trading -- Data -- Problem statements and key decisions -- The trading environment -- Models -- Training code -- Results -- The feed-forward model -- The convolution model -- Things to try -- Summary -- Chapter 9 - Policy Gradients - An Alternative -- Values and policy -- Why policy? …”

Tabla de Contenidos: “…-- Motivation towards microservices -- Maintenance and debugging -- Scalability -- Technology diversity -- Resilience -- Replaceability -- Parallelization -- How it is different from SOA -- Team structure -- Challenges of micro-services -- Infrastructure maintenance -- Performance -- Debugging and fault-finding -- Logs should be centralized -- Logs should be searchable -- Track chain of requests -- Dynamic log levels -- Implementation -- Deployments -- Inter-services communication -- Synchronous communication -- Asynchronous communication -- Shared library or common code -- Summary -- What's next -- Index…”

Tabla de Contenidos: “…Defining moodboards -- Creating a moodboard -- Defining storyboards -- Creating a storyboard -- Case study - creating a storyboard -- Deciding what, when, and how to prototype -- Choosing what and when to prototype -- Choosing how to prototype -- Creating wireframes and interactive prototypes -- Prototyping tools -- Creating a wireframe -- Designing the interface -- Components of a wireframe -- Components of a wireframing tool -- An example website - Etsy -- A note about responsiveness -- A typical wireframing process -- Best practices for wireframing -- Creating an interactive prototype -- Best practices for creating interactive prototypes -- Version control -- Setting up a pattern library -- Designing for responsiveness and accessibility -- Summary -- Chapter 8: Building Your Product - Devices, Browsers, and Assistive Technologies -- Understanding the importance of responsive, accessible, and universal design -- Designing for varied technologies -- Designing for input and output -- Designing responsively -- Designing for different browsers and operating systems -- Designing for accessibility and assistive technologies -- Using universal design principles to guide design -- Testing your designs on multiple technologies -- Summary -- Chapter 9: Optimize your UX Strategy with Iterative User Testing -- Maximizing the value of user testing -- Planning, conducting, and analyzing usability tests -- Planning usability tests -- Designing the test - formulating goals and structure -- Designing tasks and metrics -- Planning questions and observation -- Preparing the script -- Securing a venue and inviting clients and team members -- Recruiting participants -- Setting up the hardware, software, and test materials -- Conducting usability tests -- Best practices for facilitating usability sessions -- Analyzing and reporting on usability tests…”

Tabla de Contenidos: “…. -- Using react-animations library -- Getting ready -- How to do it... -- There's more... -- Creating our first animation with React Pose -- Getting ready -- How to do it... -- How it works... -- There's more... -- Chapter 8: Creating an API with Node.js Using MongoDB and MySQL -- Introduction -- Creating a basic API with Express -- Getting ready -- How to do it…”

Tabla de Contenidos: “…-- Why is Python the best choice for cloud native microservices development? -- Readability -- Libraries and community -- Interactive mode -- Scalable -- Understanding the twelve-factor app -- Setting up the Python environment -- Installing Git -- Installing Git on Debian-based distribution Linux (such as Ubuntu) -- Seting up Git on a Debian-based distribution -- Installing Git on Windows -- Using Chocolatey -- Installing Git on Mac -- Installing the command-line tools for OS X -- Installing Git for OS X -- Installing and configuring Python -- Installing Python on a Debian-based distribution (such as Ubuntu) -- Using the APT package management tools -- Using source code -- Installing Python on Windows -- Installing Python on Mac -- Installing the command-line tools for OS X -- Installing Python for OS X -- Getting familiar with the GitHub and Git commands -- Summary -- Chapter 2: Building Microservices in Python -- Python concepts -- Modules -- Functions -- Modeling microservices -- Building microservices -- Building resource user methods -- GET /api/v1/users -- GET /api/v1/users/[user_id] -- POST /api/v1/users -- DELETE /api/v1/users -- PUT /api/v1/users -- Building resource tweets methods -- GET /api/v2/tweets -- POST /api/v2/tweets -- GET /api/v2/tweets/[id] -- Testing the RESTful API -- Unit testing -- Summary…”

Tabla de Contenidos: “…Sending and receiving data to and from a sub-generator -- Asynchronous programming -- Summary -- References -- Chapter 8: Unit Testing and Refactoring -- Design principles and unit testing -- A note about other forms of automated testing -- Unit testing and agile software development -- Unit testing and software design -- Defining the boundaries of what to test -- Frameworks and tools for testing -- Frameworks and libraries for unit testing -- unittest -- Parametrized tests -- pytest -- Basic test cases with pytest -- Parametrized tests -- Fixtures -- Code coverage -- Setting up rest coverage -- Caveats of test coverage -- Mock objects -- A fair warning about patching and mocks -- Using mock objects -- Types of mocks -- A use case for test doubles -- Refactoring -- Evolving our code -- Production code isn't the only thing that evolves -- More about unit testing -- Property-based testing -- Mutation testing -- A brief introduction to test-driven development -- Summary -- References -- Chapter 9: Common Design Patterns -- Considerations for design patterns in Python -- Design patterns in action -- Creational patterns -- Factories -- Singleton and shared state (monostate) -- Shared state -- The borg pattern -- Builder -- Structural patterns -- Adapter -- Composite -- Decorator -- Facade -- Behavioral patterns -- Chain of responsibility -- The template method -- Command -- State -- The null object pattern -- Final thoughts about design patterns -- The influence of patterns over the design -- Names in our models -- Summary -- References -- Chapter 10 : Clean Architecture -- From clean code to clean architecture -- Separation of concerns -- Abstractions -- Software components -- Packages -- Containers -- Use case -- The code -- Domain models -- Calling from the application -- Adapters -- The services -- Analysis -- The dependency flow -- Limitations…”

Tabla de Contenidos: “…Chapter 7: Uncertainty processing -- 7.1 Model-Domain Uncertainty -- 7.2 Feature-Domain Uncertainty -- 7.2.1 Observation Uncertainty -- Uncertainty propagation through multilayer perceptrons -- 7.3 Joint Uncertainty Decoding -- 7.3.1 Front-End JUD -- 7.3.2 Model JUD -- 7.4 Missing-Feature Approaches -- 7.5 Summary -- References -- Chapter 8: Joint model training -- 8.1 Speaker Adaptive and Source Normalization Training -- 8.2 Model Space Noise Adaptive Training -- 8.3 Joint Training for DNN -- 8.3.1 Joint Front-End and DNN Model Training -- 8.3.2 Joint Adaptive Training -- 8.4 Summary -- References -- Chapter 9: Reverberant speech recognition -- 9.1 Introduction -- 9.2 Acoustic Impulse Response -- 9.3 A Model of Reverberated Speech in Different Domains -- 9.4 The Effect of Reverberation on ASR Performance -- 9.5 Linear Filtering Approaches -- 9.6 Magnitude or Power Spectrum Enhancement -- 9.7 Feature Domain Approaches -- 9.7.1 Reverberation Robust Features -- 9.7.2 Feature Normalization -- 9.7.3 Model-Based Feature Enhancement -- 9.7.4 Data-Driven Enhancement -- 9.8 Acoustic Model Domain Approaches -- 9.9 The REVERB Challenge -- 9.10 To Probe Further -- 9.11 Summary -- References -- Chapter 10: Multi-channel processing -- 10.1 Introduction -- 10.2 The Acoustic Beamforming Problem -- 10.3 Fundamentals of Data-Dependent Beamforming -- 10.3.1 Signal Model and Objective Functions -- 10.3.2 Generalized Sidelobe Canceller -- 10.3.3 Relative Transfer Functions -- 10.4 Multi-Channel Speech Recognition -- 10.4.1 ASR on Beamformed Signals -- 10.4.2 Multi-Stream ASR -- 10.5 To Probe Further -- 10.6 Summary -- References -- Chapter 11: Summary and future directions -- 11.1 Robust Methods in the Era of GMM -- 11.2 Robust Methods in the Era of DNN -- 11.3 Multi-Channel Input and Robustness to Reverberation -- 11.4 Epilogue -- References -- Index -- Back Cover…”

Tabla de Contenidos: “…Infrastructure optimizations for accelerators on AWS -- Troubleshooting accelerator performance -- Summary -- References -- Chapter 5: Distribution Fundamentals -- Understanding key concepts - data and model parallelism -- What data parallel is all about -- What model parallel is all about -- Combining model and data parallel -- Distributed training on Amazon SageMaker -- Distributed training software -- SM DDP -- SMP library -- Advanced techniques to reduce GPU memory -- Tensor parallelism -- Optimizer state sharding -- Activation checkpointing -- Sharded data parallelism -- Bringing it all home with examples from models today -- Stable Diffusion - data parallelism at scale -- GPT-3 - model and data parallelism at scale -- Summary -- References -- Chapter 6: Dataset Preparation: Part Two, the Data Loader -- Introducing the data loader in Python -- Building and testing your own data loader - a case study from Stable Diffusion -- Creating embeddings - tokenizers and other key steps for smart features -- Optimizing your data pipeline on Amazon SageMaker -- Transforming deep learning datasets at scale on AWS -- Summary -- References -- Part 3: Train Your Model -- Chapter 7: Finding the Right Hyperparameters -- Hyperparameters - batch size, learning rate, and more -- Key hyperparameters in vision and language -- Tuning strategies -- Hyperparameter tuning for foundation models -- Scaling up as a function of world size with SageMaker -- Tuning on a sample of your data and updating based on world size -- Summary -- References -- Chapter 8: Large-Scale Training on SageMaker -- Optimizing your script for SageMaker training -- Importing packages -- Argument parsing -- Top usability features for SageMaker training -- Warm pools for rapid experimentation -- SSM and SSH into training instances -- Track jobs and experiments to replicate results -- Summary…”

Tabla de Contenidos: “…Pluggable Authentication Module -- 4.1 Architecture -- 4.1.1 PAM library -- 4.1.2 PAM modules -- 4.1.3 PAM configuration file -- 4.1.4 Recommended reading -- 4.2 Security -- 4.2.1 Security issues -- 4.3 Installing and configuring PAM -- 4.3.1 Installing PAM for AIX (pam_aix) -- 4.3.2 Installing PAM for LDAP (pam_ldap)…”

Tabla de Contenidos: “…-- Back to the Scientific Method -- Unit Cost-Centric Efficiency-A Deep and Universal Truth -- Chapter 6: Efficiency, Flow, and the Right Measures -- The "Right" Measures -- Defining Cost -- Chapter 7: Our Current Accounting Measuring Mess -- Reason 1: The Proliferation of ERP/MRP II -- Reason 2: The Growing Distance between the Front Office and Operations -- Reason 3: The Fading Away of Management Accounting -- Gap Explanation 1: An Increase in Complexity -- Gap Explanation 2: The Shift from Linear to Nonlinear Systems -- Silo Thinking -- Challenging a Deep Truth by Definition Shakes Up the Status Quo -- Chapter 8: The Evolution of Flow and ROI as Strategy -- The Birth of Product Costing -- The Birth of Decentralized Management -- An Accelerant-Andrew Carnegie -- The Rise of Wholesale Distribution and Large-Scale Retail -- The Birth of Conglomerates and Management Accounting -- Automation and the Death of the Craftsman -- Ford versus General Motors-A Lesson of Relevancy -- How Did GM Beat Ford? …”

Tabla de Contenidos: “…7.4.4 Real-Time Analysers -- 7.4.5 Remote Sensing -- 7.5 Data Reduction and Processing -- 7.5.1 Vibration Amplitude Versus Frequency Analysis -- 7.5.2 Spectrum Averaging -- 7.5.3 Amplitude Versus Frequency Versus Time Analysis -- 7.5.4 Amplitude/Phase Versus rpm Analysis -- 7.5.5 Time Waveform Analysis -- 7.5.6 Lissajous Pattern (Orbit) Analysis -- 7.5.7 Mode-Shape Analysis -- 7.6 Diagnosis and Corrective Actions -- 7.6.1 Steady-State Operating Regime -- 7.6.2 Detection of Perturbation Forces and Corrective Actions -- 7.7 Modal Analysis -- 7.8 Vibration Control -- Conclusion -- Exercises -- Chapter 8: Finite Element Method -- 8.1 Introduction -- 8.2 Important Conditions to be Satisfied -- 8.3 Modelling -- 8.4 Shape Functions -- 8.5 Bar Element -- 8.6 Boundary Conditions -- 8.7 Torsion Element -- 8.8 Beam Element -- Matlab-Tool for Computation -- Introduction -- (I) Display Windows -- (II) Arithmetic Operations -- (III) Built-in Functions -- (IV) Matrix -- (V) Polynomials: -- (VI) System of Linear Equations -- Conclusion -- Exercises -- Chapter 9: Fundamentals of Experimental Modal Analysis -- 9.1 Introduction -- 9.2 Frequency-Response Function -- 9.2.1 Frequency-Response Function-Basic Principles -- Exercises -- Chapter 10: Miscellaneous Topics in Vibration Analysis and Introduction to Noise Analysis -- 10.1 Flow-Induced Vibrations -- 10.2 Acoustics and Analysis of Noise -- 10.2.1 Basics of Sound -- 10.2.2 Amplitude, Frequency, Wavelength, and Velocity -- 10.2.3 Sound Field Definitions -- 10.3 Non-Stationary (Unsteady) Vibrations -- 10.4 Rotor Dynamics and Hydrodynamic Bearings -- Exercises -- Appendix - A -- Appendix - B -- Appendix - C -- Appendix - D -- Index…”

Tabla de Contenidos: “…Summary -- Chapter 5. Linear Systems with General Non-Viscous Damping -- 5.1. …”

Tabla de Contenidos: “…Cleanup Handlers -- Pthreads Implementations -- Upgrading the Thermostat -- Changes Required in Thermostat.c -- Debugging Multithreaded Programs -- Resources -- 10 Embedded networking -- Sockets -- The Server Process -- The Client Process -- Socket Attributes -- A Simple Example -- The Server -- The Client -- Try it Out -- A Remote Thermostat -- Multiple Monitor Threads -- Embedded Web Servers -- Background on HTTP -- A Web-Enabled Thermostat -- Dynamic Web Content -- Forms and the POST Method -- Build and Try it -- "Real" Web Servers -- Apache -- Lighttpd -- Node.js -- Resources -- 11 Graphics programming with QT -- Getting and Installing QT -- QT Basics -- Signals and Slots -- A Simple Example -- QT Designer -- Putting QT on the ARM -- Build the Target Libraries -- Create Build Environment for Target Applications -- A Graphical Thermostat -- Resources -- III. …”

Tabla de Contenidos: “…-- Replication for SolrCloud -- TLOG replicas -- PULL replicas -- Schemaless improvements -- Autoscaling -- Default numeric types -- Spatial fields -- SolrJ -- JMX and MBeans -- Other changes -- Summary -- Chapter 2: Getting Started -- Solr installation -- Understanding various files and the folder structure -- bin -- Solr script -- Post script -- contrib -- DataImportHandler -- ContentExtractionLibrary -- LanguageIdentifier -- Clustering -- VelocityIntegration -- dist and docs -- example -- core.properties -- zoo.cfg -- solr.xml -- server -- Running Solr -- Running basic Solr commands -- Production Solr setup -- Loading sample data -- Loading data from MySQL -- Understanding the browse interface -- Using the Solr admin interface -- Dashboard -- Logging -- Cloud screens -- Tree view -- Graph view -- Collections or core admin -- Java properties -- Thread dump -- Collection-specific tools -- Overview -- Analysis -- DataImport -- Documents -- Files -- Query -- Stream -- Schema -- Core-specific tools -- Summary -- Chapter 3: Designing Schemas -- How Solr works -- Getting started with Solr's basics -- The schema file of Solr -- Understanding field types -- Definitions and properties of field types -- Field type properties -- Field types available in Solr -- Understanding date fields -- Understanding currencies and exchange rates -- Understanding enum fields -- Field management…”

Tabla de Contenidos: “…-- Cross-Browser CSS via JavaScript -- Common Bridge Libraries -- Why Not Use JavaScript? -- CSS Frameworks -- Common CSS Frameworks -- Why Not Use a Framework? …”

Tabla de Contenidos: “…Anticipation of Potential Problems: P-Diagrams and DFMEA -- Target and Spec Limits -- Measurement System Analysis -- Capability Analysis -- Flow-Down or Decomposition -- Procedure for Critical Parameter Flow-Down or Decomposition -- Flow-Down Examples -- Initial Tolerance Allocation -- Summary -- Chapter 11 Software DFSS and Agile -- Measuring the Agile Design -- Data Collection Plan for ViewHome Prototype -- Summary -- Chapter 12 Software Architecture Decisions -- Software Architecture Decision-Making Process -- Using Design Heuristics to Make Decisions -- Common Design Heuristics and Principles -- Using Architecture Tactics to Make Decisions -- Using DFSS Design Trade-Off Analysis to Make Decisions -- Using Design Patterns, Simulation, Modeling, and Prototyping for Decisions -- Summary -- Chapter 13 Predictive Engineering: Continuous and Discrete Transfer Functions -- Discrete versus Continuous Critical Parameters -- Methods for Deriving a Transfer Function for a Discrete Critical Parameter -- Logistic Regression for Discrete Parameters -- Methods for Deriving a Transfer Function for a Continuous or Ordinal Critical Parameter -- Existing or Derived Equation (First Principles Modeling) -- Modeling within a Spreadsheet, Mathematical Modeling Software, or Simulation Software -- Empirical Modeling using Historical Data: Regression Analysis and General Linear Model -- Empirical Modeling using Design of Experiments -- Empirical Modeling using Response Surface Methods -- DOE with Simulators: Design and Analysis of Computer Experiments (DACE) -- Summary -- Chapter 14 Predictive Engineering: Optimization and Critical Parameter Flow-Up -- Critical Parameter Flow-Up: Monte Carlo Simulation -- Critical Parameter Flow-Up: Generation of System Moments (Root Sum of Squares) -- Critical Parameter Scorecard -- Selecting Critical Parameters for Optimization…”

Tabla de Contenidos: “…Allowing Visitors to Create New User Accounts -- Signing In to the Website with the Login Control -- Displaying Content Based on Authentication Status -- Examining the ASP.NET Web Site Template -- Q&A -- Workshop -- HOUR 23: Building More Responsive Web Pages with ASP.NET Ajax -- An Overview of Ajax -- Using the ASP.NET Ajax Library -- Q&A -- Workshop -- HOUR 24: Deploying Your Website -- Choosing a Web-Hosting Company -- Visiting the Remote Website -- Q&A -- Workshop -- Index…”