Tabla de Contenidos: “…ENDIF -- 2.4.1.3 LA ESTRUCTURA DE DECISIÓN MÚLTIPLE SWITCH -- 2.4.1.4 LA FUNCIÓN MENU -- 2.4.2 ESTRUCTURAS DE REPETICIÓN -- 2.4.2.1 LA ESTRUCTURA WHILE -- 2.4.2.2 LA ESTRUCTURA DO...UNTIL -- 2.4.2.3 LA ESTRUCTURA FOR -- 2.4.3 APLICACIONES -- 2.4.3.1 APLICACIÓN 1: ORDENAMIENTO TERRITORIAL -- 2.4.3.2 APLICACIÓN 2: PUENTES -- 2.4.4 COMENTARIOS FINALES -- 2.4.5 EJERCICIOS -- 2.5 BIBLIOGRAFÍA -- UNIDAD 3: INTRODUCCIÓN A LA PROGRAMACIÓN - PARTE II -- 3.1 FUNCIONES -- 3.1.1 FUNCIONES DE BIBLIOTECA -- 3.1.2 FUNCIONES DEFINIDAS POR EL USUARIO -- 3.1.3 APLICACIÓN: UN EJEMPLO DE PROGRAMACIÓN PASO A PASO -- 3.1.4 EJERCICIOS -- 3.2 ARREGLOS -- 3.2.1 VECTORES -- 3.2.2 MATRICES -- 3.2.3 OPERACIONES MATEMÁTICAS -- 3.2.4 FUNCIONES QUE ACTÚAN SOBRE ARREGLOS -- 3.2.5 OPERADOR DOS PUNTOS (:) -- 3.2.6 APLICACIONES -- 3.2.6.1 APLICACIÓN 1: DIVISIÓN DE POLINOMIOS -- 3.2.6.2 APLICACIÓN 2: HIDROLOGÍA -- 3.2.6.3 APLICACIÓN 3: IMÁGENES SATELITALES -- 3.2.7 EJERCICIOS -- 3.3 LECTURA Y ESCRITURA DE ARCHIVOS -- 3.3.1 LECTURA/ESCRITURA ESTILO OCTAVE -- 3.3.1.1 FUNCIÓN SAVE -- 3.3.1.2 FUNCIÓN LOAD -- 3.3.2 LECTURA/ESCRITURA ESTILO C -- 3.3.2.1 FUNCIÓN FOPEN -- 3.3.2.2 FUNCIÓN FPRINTF -- 3.3.2.3 FUNCIÓN FSCANF -- 3.3.2.4 FUNCIÓN FCLOSE -- 3.3.3 APLICACIÓN: ESTUDIO DE TRÁNSITO -- 3.3.3.1 SOLUCIÓN -- 3.3.4 EJERCICIOS -- 3.4 GRÁFICOS CIENTÍFICOS -- 3.4.1 FUNCIONES GRÁFICAS 2D…”

Tabla de Contenidos: “…3.3.3 Entrecomillado y expansión -- 3.4 APLICANDO CONOCIMIENTOS -- 3.5 EJERCICIOS PROPUESTOS -- 4 PROGRAMACIÓN ESTRUCTURADA -- 4.1 INTRODUCCIÓN -- 4.2 ESTRUCTURAS CONDICIONALES -- 4.2.1 Condición simple (if... then) -- 4.2.2 Condiciones compuestas (if... then... else) -- 4.2.3 Condiciones anidadas (if, then y elif) -- 4.2.4 Condiciones múltiples (case) -- 4.3 BUCLES -- 4.3.1 Bucle for -- 4.3.2 Bucle for in -- 4.3.3 Bucle while -- 4.3.4 Bucle until -- 4.3.5 Interrumpiendo bucles (...) -- 4.3.6 Select -- 4.4 FUNCIONES -- 4.5 RECURSIVIDAD -- 4.6 APLICANDO CONOCIMIENTOS -- 4.7 EJERCICIOS PROPUESTOS -- 5 PROGRAMACIÓN DE TAREAS -- 5.1 ASPECTOS BÁSICOS -- 5.2 CRON -- 5.2.1 Iniciar cron -- 5.2.2 Configuración de cron -- 5.2.3 Operadores -- 5.2.4 Directorios predefinidos -- 5.2.5 Control de acceso a cron -- 5.2.6 Log de cron -- 5.2.7 Deshabilitar el envío de e-mails -- 5.2.8 Instalar crontab desde archivo -- 5.3 ANACRON -- 5.3.1 Configuración de las tareas de anacron -- 5.3.2 Iniciar y finalizar el servicio -- 5.4 AT Y BATCH -- 5.4.1 Configuración de tareas at -- 5.4.2 Control de acceso a at y batch -- 5.4.3 Iniciar y finalizar el servicio -- 5.5 APLICANDO CONOCIMIENTOS -- AC 5.1 -- AC 5.2 -- AC 5.3 -- AC 5.4 -- AC 5.5 -- AC 5.6 -- AC 5.7 -- AC 5.8 -- AC 5.9 -- 5.6 EJERCICIOS PROPUESTOS -- 6 ADMINISTRACIÓN DEL SISTEMA -- 6.1 INTRODUCCIÓN -- 6.2 ADMINISTRACIÓN DE USUARIOS -- 6.2.1 Tipos de usuarios -- 6.2.2 Comandos de administración de usuarios -- 6.2.3 Comandos de administración de contraseñas -- 6.2.4 Comandos de administración de grupos -- 6.2.5 Ficheros involucrados -- 6.2.6 Archivos de inicialización -- 6.2.7 Archivos de configuración del usuario -- 6.2.8 Comunicación con los usuarios -- 6.3 SISTEMA DE ARCHIVOS -- 6.3.1 Comandos básicos -- 6.3.2 Búsqueda de ficheros -- 6.3.3 Copias de seguridad -- 6.4 PERMISOS -- 6.4.1 Establecer permisos…”

“…Current books on the market have a significant learning curve because they're written for developers, by developers—until now. Functional Programming for Dummies explores the differences between the pure (as represented by the Haskell language) and impure (as represented by the Python language) approaches to functional programming for readers just like you. …”

“…However, the traditional lex rei sitae rule cannot be appropriately applied to a system where the dematerialised securities are held through multiple layers of intermediaries located in different jurisdictions. Yet, until the intermediated system and the collateralisation of intermediated securities in the OHADA region will continue to operate in somewhat legally murky waters, leading to more instability in the financial markets. …”

Tabla de Contenidos: “…Cover -- Title Page -- Copyright -- Contributors -- Table of Contents -- Preface -- Part 1: Connecting Blue Prism to ML Models -- Chapter 1: Machine Learning as a Service: the Digital Exchange and Web APIs -- Technical requirements -- Using the DX -- Accessing the DX -- Machine learning web API fundamentals -- An overview of MLaaS on the DX -- Vendor selection -- Examples -- Example 1 - AWS Comprehend for text entity extraction, key phrase extraction, and sentiment analysis -- Example 2 - Azure Form Recognizer for invoice extraction -- Example 3 - GCP Cloud Vision batch OCR processing -- Summary -- Chapter 2: Predicting from Command Prompt and PowerShell -- Technical requirements -- Command-line basics -- Output streams -- Output redirection -- Blocking versus non-blocking execution -- Predicting from the command line using Utility - Environment -- Example 1 - Running a program using the Start Process -- Example 2 - Running a program using Run Process Until Ended -- Getting prediction results back into BP -- Example 3 - Saving STDOUT and STDERR as Data Items -- Example 4 - Redirecting an internal command (dir) to files -- Timing out long-running predictions -- Example 5 - PS script timeout -- DX VBOs - Utility - PowerShell and Script Execution VBO -- Utility - PowerShell -- Script Execution VBO -- Example 7 - Calling a Python program -- Summary -- Chapter 3: Code Stages -- Technical requirements -- Setting up ML.NET in BP -- Adding references and namespaces to BP -- Example 1 - preparation work before BP -- Porting ML.NET C# into a Code Stage -- Global Code -- Example 2 - porting the source code into BP -- Improving BP integration -- Example 3 - refactoring -- Summary -- Part 2: Designing IA Solutions -- Chapter 4: Reviewing Predictions and Human in the Loop -- Technical requirements -- Why should we review predictions?…”

“…The only place car PC enthusiasts can go for advice, tips and tools is a handful of hard-to-find Web sites--until now. Car PC Hacks is your guide into the car PC revolution. …”

Tabla de Contenidos: “…using the constant block -- creating a program with constants -- playing a game on the NXT -- defining the variables -- step 1: displaying a target randomly -- step 2: waiting until a button is pressed -- step 3: storing which button is pressed -- step 4: comparing the position and button variables -- step 5: adjusting the score -- step 6: displaying the current score -- step 7: making the program repeat for 30 seconds -- expanding the program -- further exploration -- PART IV advanced robot projects -- 13 snatcher: the autonomous robotic arm -- understanding the grabber -- the grabbing mechanism -- the lifting mechanism -- building the snatcher -- creating objects -- programming the snatcher -- creating the my blocks -- my block #1: grab -- my block #2: release -- my block #3: find object -- my block #4: move closer -- my block #5: say color -- creating the final program -- troubleshooting the snatcher -- further exploration -- 14 hybrid brick sorter: sort bricks by color and size -- understanding the sorting technique -- the driving module -- the scanning module -- identifying a brick's size -- building the hybrid brick sorter -- connecting the cables -- finding bricks to use with your sorter -- finding buckets -- programming the hybrid brick sorter -- creating the my blocks -- my block #1: reset sorter -- my block #2: drop brick -- creating the final program -- step 1: getting the brick's size -- step 2: checking where there is a brick to sort -- step 3: calculating the position of a bucket -- step 4: dropping a brick in the right bucket -- further exploration -- 15 CCC: the compact chimney climber -- understanding the climbing technique -- staying balanced on the x-axis -- balancing on the y-axis -- detecting balance errors -- solving balance errors -- building the compact chimney climber -- preparing a chimney…”

Tabla de Contenidos: “…Multithreading is not good for servers -- Cooperative coroutine scheduler versus coroutine -- Python coroutines -- The coroutine scheduler -- Using the asyncio event loop and coroutine scheduler -- Creating a coroutine -- The asyncio scheduler - event_loop -- ensure_future -- The run_forever/run_until_complete methods -- Closing event_loop -- Awaiting data availability -- asyncio's future objects -- Asynchronous iterations -- Synchronizing multiple tasks -- Synchronization primitives -- The wait coroutine -- The wait_for coroutine -- The gather coroutine -- The asyncio Queue class -- Queue types -- Communicating across the network -- Creating a simple client in asyncio -- Creating a simple server in asyncio -- Handling client disconnections -- Summary -- Chapter 8: Metaprogramming -- Using function decorators -- Using the @ syntax in a function decorator -- Global decorator - @staticmethod -- Attributes -- Enclosing the function in a wrapper -- The @wraps decorator -- The only function -- Function annotations -- Function annotation syntax -- Accessing annotation data -- The @no_type_check decorator -- Annotations as input to function decorators -- Keyword arguments -- Inspecting the package signature function -- Class decorators -- Modifying class attributes -- The factory function -- The factory_constructed function -- Class definitions -- Metaclasses -- What can we do with a metaclass? …”

Tabla de Contenidos: “…Communicating sequential processes -- PyCSP -- Processes in PyCSP -- Output -- Summary -- Chapter 9: Event-Driven Programming -- Event-driven programming -- The event loop -- Asyncio -- Getting started -- Event loops -- The run_forever() method -- The run_until_complete() method -- The stop() method -- The is_closed() method -- The close() function -- Tasks -- Example -- The all_tasks(loop=None) method -- The current_tasks() function -- The cancel() function -- Task functions -- The as_completed(fs, *, loop= -- The ensure_future(coro_or_future, *, loop= -- The wrap_future(future, *, loop= -- The gather(*coroes_or_futures, loop= -- The wait() function -- Futures -- Example -- Output -- Coroutines -- Chaining coroutines -- Output -- Transports -- Protocols -- Synchronization between coroutines -- Locks -- Queues -- Events and conditions -- Semaphores and BoundedSemaphores -- Sub-processes -- Debugging asyncio programs -- Debug mode -- Twisted -- A simple web server example -- Gevent -- Event loops -- Greenlets -- Simple example-hostnames -- Output -- Monkey patching -- Summary -- Chapter 10: Reactive Programming -- Basic reactive programming -- Maintaining purity -- ReactiveX, or RX -- Installing RxPY -- Observables -- Creating observers -- Example -- Example 2 -- Breaking it down -- Output -- Lambda functions -- Example -- Breaking it down -- On_next, on_completed, and on_error in lambda form -- Output -- Operators and chaining -- Filter example -- Breaking it down -- Chained operators -- The different operators -- Creating observables -- Transforming observables -- Filtering observables -- Error-handling observables -- Hot and cold observables -- Emitting events -- Example -- Breaking it down -- Output -- Multicasting -- Example -- Output -- Combining observables -- Zip() example -- Output -- The merge_all() operator -- Output -- Concurrency…”

Tabla de Contenidos: “…Identifying Your Strengths -- Weaknesses: Things That Make You feel Imposter Syndrome Until You address Them -- Expect To hire Around Your Weeknesses but Seek To understand Them and Not Avoid Them -- Understanding How To handle Weaknesses -- Measuring Your Effectiveness As an Engineering Leader: Get Honest About Your Skills As you Try To level Up -- Being Honest About Our Stortcomings: Entrepreneur Rand Fishkin's Perspective -- Identify: What Are You not Strong at That You'll Want To improve? …”

Tabla de Contenidos: “…Things Not to Do-By Anyone -- Don't Wait for an Edict -- Don't Confuse Your Title with Your Role -- Don't Arbitrarily Use the Language in This Book -- Tips for Unclogging the Pipeline -- Return to Their Previous Specialist or Professional Role Those Leaders Who Won't Make Time For or Can't Do Leadership Work -- Increase the Span-of-Control to Reduce Role Confusion -- Final Note -- 10 Meaningful Dialogues for Performance, Engagement, and Retention -- Where to Start -- What to Watch Out For -- Leaders Working at the Wrong Level -- Roles Remaining Undefined -- Using Leadership Pipeline Performance Circles -- Performance Gaps Will Always Emerge When Someone Is Appointed to a New Leadership Level -- Development Must Go on Until They Reach Full Performance -- Full Performers Should Be Tested for Excess Capacity-Then Promoted If They Demonstrate It -- Strategies for Getting to Full Performance -- Strategy 1: Start with the Manager, Not the Direct Report -- Strategy 2: Search for Evidence of an Appropriate Values Shift -- Strategy 3: Support Leaders in Their Transition -- Strategy 4: Address Inappropriate Performance Immediately -- The Retention-Development Connection -- 11 How the Leadership Pipeline Model Is Applied to Unique Roles -- Project Leader -- Scaled Agile Organizations Leader -- Squad Lead -- Chapter Lead -- Tribe Lead -- Leader of Contractors -- Section Leader -- Group Leader -- Challenges of the Role -- Benefits of the Role -- What Success in the Role Looks Like -- The Authors -- Index -- EULA…”

Tabla de Contenidos: “…The maybe_unused attribute -- Migrating to C++17 -- C++20 API features -- Modules -- Named Modules -- Header units -- The spaceship operator -- Constraints and concepts -- Abbreviated function templates -- The consteval specifier -- The constinit specifier -- Migrating to C++20 -- C++23 API features -- Expected values -- Multidimensional subscript operator -- Preprocessor directives -- Migrating to C++23 -- 8 - Performance -- Pass input arguments by const reference -- Minimize #include dependencies -- Avoid "Winnebago" headers -- Forward declarations -- Redundant #include guards -- Declaring constants -- The constexpr, consteval, and constinit keywords -- Initialization lists -- Memory optimization -- Don't inline functions until you need to -- Copy on write -- Iterating over elements -- Iterators -- Random access -- Array references -- Extern templates -- Performance analysis -- Time-based analysis -- Memory-based analysis -- Multithreading analysis -- 9 - Concurrency -- Multithreading with C++ -- Terminology -- Data races and race conditions -- Thread safety -- Reentrancy -- Asynchronous tasks -- Parallelism -- Accessing shared data -- Stateless APIs -- Initializing shared data -- Synchronized data access -- Concurrent API design -- Concurrency best practices -- Thread-Safe Interface pattern -- 10 - Versioning -- Version numbers -- Version number significance -- Esoteric numbering schemes -- Creating a version API -- Software branching strategies -- Branching strategies -- Branching policies -- APIs and parallel branches -- File formats and parallel products -- Life cycle of an API -- Levels of compatibility -- Backward compatibility -- Functional compatibility -- Source compatibility -- Binary/application binary interface compatibility -- Binary incompatible API changes -- Binary compatible API changes -- Forward compatibility…”

Tabla de Contenidos: “…switch statements -- switch statements and arrays -- switch statements and files -- Wildcard and Regex parameters -- Script block cases -- switch statements and enums -- switch, break, and continue -- Loops -- foreach loop -- foreach keyword and foreach alias -- for loop -- do-until and do-while loops -- while loop -- Loops, break, and continue -- break and continue outside loops -- Loops and labels -- Loops, queues, and stacks -- Summary -- Chapter 7: Working with .NET -- Assemblies -- About the GAC -- Types -- Type descriptions are objects in PowerShell -- Enumerations -- Classes -- Namespaces -- The using keyword -- Using namespaces -- Using assemblies -- Type accelerators -- About PSCustomObject and Ordered -- Members -- Constructors -- Properties -- Methods -- Fluent interfaces -- Static methods -- About the new() method -- Static properties -- Reflection in PowerShell -- The TypeAccelerators type -- The ArgumentTypeConverterAttribute type -- About generics -- Generic classes -- Generic methods -- Summary -- Online Chapter -- Chapter 10: Files, Folders, and the Registry -- Working with providers -- Navigating -- Getting items -- Drives -- Items -- Paths and .NET -- Testing for existing items -- Testing filesystem paths -- Testing registry paths -- Testing path type -- Creating items -- Reading and writing content -- Reading and writing in a pipeline -- Reading all content -- Writing content -- About text file encoding -- Temporary files -- Removing items -- Invoking items -- Item properties -- Properties and the filesystem -- Adding and removing file attributes -- Registry values -- Registry values and environment variables -- Searching for items -- Windows permissions -- Access and audit -- Rule protection -- Inheritance and propagation flags -- Removing ACEs -- Copying lists and entries -- Adding ACEs -- Filesystem rights -- Registry rights…”

Tabla de Contenidos: “…-- 2.2 A pretrained model that fakes it until it makes it -- 2.2.1 The GAN game -- 2.2.2 CycleGAN -- 2.2.3 A network that turns horses into zebras -- 2.3 A pretrained network that describes scenes -- 2.3.1 NeuralTalk2 -- 2.4 Torch Hub -- 2.5 Conclusion -- 2.6 Exercises -- 2.7 Summary -- 3 It starts with a tensor -- 3.1 The world as floating-point numbers -- 3.2 Tensors: Multidimensional arrays -- 3.2.1 From Python lists to PyTorch tensors -- 3.2.2 Constructing our first tensors -- 3.2.3 The essence of tensors -- 3.3 Indexing tensors -- 3.4 Named tensors -- 3.5 Tensor element types -- 3.5.1 Specifying the numeric type with dtype -- 3.5.2 A dtype for every occasion -- 3.5.3 Managing a tensor's dtype attribute -- 3.6 The tensor API -- 3.7 Tensors: Scenic views of storage -- 3.7.1 Indexing into storage -- 3.7.2 Modifying stored values: In-place operations…”

Tabla de Contenidos: “…Intro -- Introduction -- Overview of the Book -- PART I -- An Overview of the Literature on L2 Writing and Assessment -- Chapter 1 -- Writing Ability and L2 Writing Instruction -- Introduction -- 1.1 The Writing Skill in L1 and L2 -- 1.1.1 Theoretical Models of Written Text Production -- 1.1.2 Theoretical Frameworks of Communicative Competence -- 1.2 Writing Ability in L1 -- 1.3 Writing Ability in L2 -- 1.3.1 The Relationship Between L1 and L2 Writing Ability -- 1.3.2 Skilled and Unskilled L2 Writers -- 1.4 L2 Writing Instruction -- 1.4.1 Controlled Composition Approach to Writing -- 1.4.2 Process-Oriented Approach to Writing -- 1.4.3 The Role of Writing in Communicative Language Teaching -- 1.5 Conclusion -- Chapter 2 -- Assessing Language Ability -- Introduction -- 2.1 Assessing Language Ability -- 2.1.1 History of Language Testing -- 2.1.2 Recent Developments in Language Testing Research -- 2.2 L2 Ability Assessment -- 2.2.1 Language Ability and Language Performance -- 2.2.2 Characteristics of Performance Assessment -- 2.3 Test Features -- 2.3.1 Test Purpose -- 2.3.2 Testing Methods -- 2.4 Qualities of Language Tests -- 2.4.1 Reliability -- 2.4.2 Validity -- 2.4.3 Authenticity -- 2.4.4 Impact -- 2.4.5 Washback -- 2.4.6 Practicality -- 2.5 Test Method Characteristics -- 2.6 Assessing the Four Language Skills -- 2.7 Scoring Methods -- 2.7.1 Characteristics of Rating Scales -- 2.7.2 Rater Variables -- 2.7.3 Score Interpretation -- 2.8 Test-Taker Characteristics -- 2.9 Language Test Construction -- 2.10 Conclusion -- Chapter 3 -- Assessing Writing Ability -- Introduction -- 3.1 Written Performance Assessment -- 3.2 Alternative Ways of Writing Ability Assessment -- 3.3 Nature of Written Performance Assessment -- 3.3.1 Validity of Writing Assessment -- 3.3.2 Task Characteristics -- 3.3.3 Definition of Audience -- 3.3.4 Test Taker Characteristics…”

Tabla de Contenidos: “…Preparing your Slack app for submission -- Apps unsuitable for the App Directory -- App submission checklist -- Submitting your Slack app for review -- Maintaining, updating, or discontinuing your published app -- Expectations for your published app -- Updating your published app -- Removing or discontinuing your app from the directory -- Summary -- About PACKT -- Other Books You May Enjoy -- Index…”

Tabla de Contenidos: “…Biography -- References -- 28 How to Develop Strategic People -- Strategy Needs a Reboot -- Open Approaches to Strategy Are an Improvement but Not Enough -- Imagine the Power of Strategic People -- Strategic People Require New Mindsets and Practices -- Developing Strategic People Requires a Deliberate Effort -- Leaders -- Establish an Emotional Connection to the Strategy -- Instill Belief -- Cascade the Strategy Through Giving Responsibility -- Encourage Everyone to Focus on Customer Needs -- Coach People to Focus and Make Choices -- Communicate Key Decisions Openly and Carefully -- Put in Place Resources and Incentives -- Individuals -- Biography -- References -- 29 Your Imagination Is Your Currency -- Biography -- References -- About the Editors -- Acknowledgments -- Index -- EULA…”

Tabla de Contenidos: “…The Forgotten Asset Turnover -- The Neglected Return on Assets -- The Incomprehensible Equity Multiplier Ratio -- The Unthinkable Return on Equity -- Understanding Cash Flow and Market Value -- Step 1: Industry Potential and Economic Risks Analysis -- Step 2: In-Depth Company Analysis -- Step 3: Historical Financial Performance Evaluation -- Step 4: Financial Projection Development -- Step 5: Investment Decision-Making -- Anticipating Investors -- Cash Flow and Market Value Loop -- Key Takeaways -- Chapter 14 Uniting Marketing and Finance: From Separation to Integration -- Historically Important but Separate Pillars -- Efficiency, Effectiveness, and Productivity Revisited -- Standard Financial Statements Are Not Enough -- Stages of Unification -- Stage 0: Entirely Separated -- Stage 1: Basic Communication -- Stage 2: Limited Coordination -- Stage 3: Comprehensive Alignment -- Stage 4: Fully Integrated -- The Finance-Marketing Loop -- Key Takeaways -- Chapter 15 Technology for Humanity: High Tech, Higher Touch1 -- The New Level of Touch -- Implications of Tech-Driven Marketing -- Customer Management -- More Attention on Community -- More Contextual Approach -- More Realistic Positioning -- Product Management -- Codify Authentic Differentiation -- Reinvent Marketing Mix -- Redesign Sales Channel -- Brand Management -- Build Strong Character -- Instill a Sense of Caring -- Open Up Collaboration -- Key Takeaways -- Chapter 16 Technology and Stakeholders: Leveraging Tools to Increase Value -- Technology for People -- Compensation Management Software -- Cloud Computing -- Collaboration Platforms -- Data Analytics -- Augmented Reality and Virtual Reality -- 3D Printing -- Robotics/Automation -- Industrial Internet of Things -- Technology for Customers -- Customer Data Platforms (CDPs) -- Online Payment Systems -- Chatbots and Virtual Assistants…”

Tabla de Contenidos: “…-- Loss functions -- Gradient descent steps -- The vanishing gradient problem -- Using optimizers -- Optimization algorithms -- Network tuning -- Understanding embeddings -- Word embeddings -- Training embeddings -- Listing common network architectures -- Common networks -- Tools and packages -- Introducing GenAI and LLMs -- Unveiling language models -- Transformers and self-attention -- Transfer Learning -- GPT in action -- Summary -- Chapter 12: Implementing Machine Learning Solutions with MLOps -- Introducing MLOps -- A model pipeline overview -- Understanding data ingestion…”

Tabla de Contenidos: “…Preparing for interviews -- Continuing to upskill -- The transfer -- How to expand -- Pivoting to cybersecurity -- Cultivating specialized expertise -- Ascending to CSA -- Summary -- Chapter 8: The Certification Dilemma -- Certifications landscape -- CompTIA -- EC-Council -- Information Systems Audit and Control Association (ISACA) -- The International Information System Security Certification Consortium (ISC2) -- Global Information Assurance Certification (GIAC) -- Cloud Vendor - Amazon Web Services/Azure/Google Cloud Platform -- Why get certified? …”