Tabla de Contenidos: “…Chapter 18 Conducting Post-Incident Reviews -- Going beyond Root Cause Analysis -- Stepping through an Incident -- Succeeding at Post-Incident Reviews -- Scheduling it immediately -- Including everyone -- Keeping it blameless -- Reviewing the timeline -- Asking tough questions -- Acknowledging hindsight bias -- Taking notes -- Making a plan -- Part 5 Tooling Your DevOps Practice -- Chapter 19 Adopting New Tools -- Integrating with Open Source Software -- Opening community innovation -- Licensing open source -- Deciding on open source -- Transitioning to New Languages -- Compiling and interpreting languages -- Parallelizing and multithreading -- Programming functionally -- Managing memory -- Choosing languages wisely -- Chapter 20 Managing Distributed Systems -- Working with Monoliths and Microservices -- Choosing a monolithic architecture first -- Evolving to microservices -- Designing Great APIs -- What's in an API -- Focusing on consistent design -- Containers: Much More than Virtual Machines -- Understanding containers and images -- Deploying microservices to containers -- Comparing orchestrators: Harmonize the hive -- Configuring containers -- Monitoring containers: Keeping them alive until you kill them -- Securing containers: These boxes need a lock -- Chapter 21 Migrating to the Cloud -- Automating DevOps in the Cloud -- Taking your DevOps culture to the cloud -- Learning through adoption -- Benefitting from cloud services -- Cumulus, Cirrus, and Steel: Types of Clouds -- Public cloud -- Private cloud -- Hybrid cloud -- Cloud as a Service -- Infrastructure as a Service -- Platform as a Service -- Software as a Service -- Choosing the Best Cloud Service Provider -- Amazon Web Services (AWS) -- Microsoft Azure -- Google Cloud Platform (GCP) -- Finding Tools and Services in the Cloud -- Part 6 The Part of Tens…”

Tabla de Contenidos: “…-- Key Agreement -- In Action -- Message Authentication Codes -- MessageDigests and Hash Functions -- How to Compute Secure Hash Functions -- The Need for MACs -- How MAC Works -- Two Types of MAC -- Best Practices on MACs -- PKI Conclusions -- TLS in Java and TLS 1.3 -- What Is TLS -- Why TLS Is Important -- Benefits of TLS 1.3 -- How TLS Works -- Tools and Algorithms That Can Be Used -- TLS Protocol Details -- The Record Protocol -- Handshake -- TLS in Java -- JSSE API -- Obtaining an SSLSocketFactory -- Obtaining an SSLSocket -- In Action -- Takeaways on TLS -- Java SE Underpinnings Outro -- References -- Appendix 1. …”

Tabla de Contenidos: “…-- Case study on serverless -- AWS Lambda -- AWS Fargate with ECS -- Introduction to application integration services and iPaaS -- The challenge that iPaaS solves -- Benefits of application integration -- Diving deep into API management, Event Bus, and messaging on AWS -- Amazon API Gateway -- Amazon EventBridge -- Amazon SNS -- Amazon SQS -- SNS versus SQS -- Case study on AWS integration services -- Introduction to AWS ALM services -- Diving deep into AWS IaC tools -- AWS CFN -- AWS CDK…”

Tabla de Contenidos: “…Chapter 3: Integrating Application Protocols -- Technical requirements -- Installing Mosquitto -- Installing Client for URL (cURL) -- Application protocols and they fit into the picture -- The different types of application protocols -- An exercise to create a pub/sub MQTT broker -- Requirements for application protocols -- Reliability -- Power usage -- Security -- Integrating application protocols into the design -- A simple integration into the smart thermostat network -- A cloud scenario -- Multiple clients -- Practical - creating an MQTT pub and sub communication between an ESP32 and a Raspberry Pi -- Setting up Mosquitto as the broker on Raspberry Pi -- Subscribing and publishing from MQTTX -- Summary -- Further reading -- Chapter 4: Examining Communication and Connectivity Technologies -- Technical requirements -- The role of short- and long-range protocols within IoT -- Design factors -- Long-range communication protocols -- Allocating resources -- Infrastructure protocols -- Mesh networking, RFID, and Bluetooth -- RFID -- Mesh networking -- Bluetooth -- Examining edge cases for protocol selection and operation -- Understanding the fundamental rules of architecting for different areas -- A look at a water utility IoT network -- Practice forming more networks -- Practical scenario - working with multiple communication protocols with ESP32 -- Making the connections -- Summary -- Further reading -- Part 2: Developing and Optimizing IoT Systems for Smart Environments -- Chapter 5: Realizing Wireless Sensor Networks within Smart Spaces -- Technical requirements -- Choosing between different sensor technologies -- Classes of sensor networks -- Routing for WSNs -- Design considerations -- Architecting the hardware and software -- Managing APIs -- How they integrate within the system -- Types of APIs -- Evaluating WSNs -- Metrics…”

Tabla de Contenidos: “…-- Summary -- Further reading -- Chapter 10: Extending Applications with Google Cloud Machine Learning APIs -- Unstructured versus structured data -- Speech-to-Text -- Cloud Translation -- Cloud Natural Language -- Cloud Vision -- Cloud Video Intelligence -- Hands-on exercise -- What's next -- Summary -- Further reading -- Part 4: Connecting the Dots -Building Hybrid Cloud Solutions That Can Run Anywhere -- Chapter 11: Architecture Patterns for Hybrid and Multi-Cloud Solutions -- Defining hybrid and multi-cloud solutions -- Why hybrid and multi-cloud? …”

Tabla de Contenidos: “…Advanced driver assistance systems (ADAS) -- Summary -- Chapter 3: Exploring ML Algorithms -- Technical requirements -- How machines learn -- Overview of ML algorithms -- Consideration for choosing ML algorithms -- Algorithms for classification and regression problems -- Linear regression algorithms -- Logistic regression algorithms -- Decision tree algorithms -- Random forest algorithm -- Gradient boosting machine and XGBoost algorithms -- K-nearest neighbor algorithm -- Multi-layer perceptron (MLP) networks -- Algorithms for clustering -- Algorithms for time series analysis -- ARIMA algorithm -- DeepAR algorithm -- Algorithms for recommendation -- Collaborative filtering algorithm -- Multi-armed bandit/contextual bandit algorithm -- Algorithms for computer vision problems -- Convolutional neural networks -- ResNet -- Algorithms for natural language processing (NLP) problems -- Word2Vec -- BERT -- Generative AI algorithms -- Generative adversarial network -- Generative pre-trained transformer (GPT) -- Large Language Model -- Diffusion model -- Hands-on exercise -- Problem statement -- Dataset description -- Setting up a Jupyter Notebook environment -- Running the exercise -- Summary -- Chapter 4: Data Management for ML -- Technical requirements -- Data management considerations for ML -- Data management architecture for ML -- Data storage and management -- AWS Lake Formation -- Data ingestion -- Kinesis Firehose -- AWS Glue -- AWS Lambda -- Data cataloging -- AWS Glue Data Catalog -- Custom data catalog solution -- Data processing -- ML data versioning -- S3 partitions -- Versioned S3 buckets -- Purpose-built data version tools -- ML feature stores -- Data serving for client consumption -- Consumption via API -- Consumption via data copy -- Special databases for ML -- Vector databases -- Graph databases -- Data pipelines…”

Tabla de Contenidos: “…-- n-gram models -- Hidden Markov models (HMMs) -- Recurrent neural networks (RNNs) -- How LLMs stand out -- Motivations for developing and using LLMs -- Improved performance -- Broad generalization -- Few-shot learning -- Understanding complex contexts -- Multilingual capabilities -- Human-like text generation -- Challenges in developing LLMs -- Amounts of data -- Computational resources -- Risk of bias -- Model robustness -- Interpretability and debugging -- Environmental impact -- Different types of LLMs -- Transformer models -- Example designs of state-of-the-art LLMs -- GPT-3.5 and ChatGPT -- LM pretraining -- Training the reward model -- How to fine-tune the model using reinforcement learning -- GPT-4 -- LLaMA -- PaLM -- Open-source tools for RLHF -- Summary -- References -- Chapter 8: Accessing the Power of Large Language Models: Advanced Setup and Integration with RAG -- Technical requirements -- Setting up an LLM application - API-based closed source models -- Choosing a remote LLM provider -- Prompt engineering and priming GPT -- Experimenting with OpenAI's GPT model -- Setting up an LLM application - local open source models -- About the different aspects that distinguish between open source and closed source -- Hugging Face's hub of models -- Employing LLMs from Hugging Face via Python -- Exploring advanced system design - RAG and LangChain -- LangChain's design concepts -- Data sources…”

Tabla de Contenidos: “…. -- Reading serial data and uploading files to Google Drive with Python -- Getting ready -- Reading data from the serial port with pySerial -- Enabling the Google Drive API -- How to do it... -- There's more... -- Implementing an LED status indicator on the breadboard -- Getting ready -- Prototyping on a breadboard -- How to do it... -- There's more...with the SparkFun Artemis Nano! …”

Tabla de Contenidos: “…Managing Copy Services -- 4.1 Introduction to the PPRC management tools -- 4.2 TSO commands for PPRC -- 4.3 Using ICKDSF to control Copy Services -- 4.3.1 Setup of PPRC and FlashCopy with ICKDSF -- 4.3.2 ICKDSF commands for Asynchronous PPRC -- 4.4 ANTRQST macro -- 4.5 ESS API -- 4.6 Multiple Device Manager Replication Manager…”

Tabla de Contenidos: “…4.5.1.12 Effective lengths and moment reduction factors -- 4.5.2 Cylinder member strength calculation by API RP2A -- 4.5.2.1 Axial tension -- 4.5.2.2 Axial compression -- 4.5.2.3 Local buckling -- 4.5.2.4 Bending -- 4.5.2.5 Shear -- 4.5.2.6 Torsional shear -- 4.5.2.7 Pressure (stiffened and unstiffened cylinders) -- 4.5.2.8 Design hydrostatic head -- 4.5.2.9 Hoop buckling stress -- 4.5.2.10 Combined stresses for cylindrical members -- 4.5.2.10.1 Combined axial compression and bending -- 4.5.2.10.2 Member slenderness -- 4.5.2.11 Combined axial tension and bending -- 4.5.2.12 Axial tension and hydrostatic pressure -- 4.5.2.13 Axial compression and hydrostatic pressure -- 4.5.2.14 Safety factors -- Example 4.3 -- Calculation Results -- Example 4.4 -- Calculations -- Example 4.5 -- Hydrostatic data -- Section properties -- Hydrostatic properties -- Acting stress -- Allowable stress -- Code check -- Ring design -- 4.6 Tubular joint design -- 4.6.1 Simple joint calculation from API RP2A (2007) -- 4.6.1.1 Joint classification and detailing -- 4.6.1.2 Simple tubular joint calculation -- 4.6.1.2.1 Strength factor Qu -- 4.6.1.2.2 Chord load factor Qf -- 4.6.1.2.3 Joints with thickened cans -- 4.6.1.2.4 Strength check -- 4.6.1.2.5 Overlapping joints -- 4.6.1.2.6 Grouted joints -- 4.6.2 Joint calculation from API RP2A (2000) -- 4.6.2.1 Punching shear -- 4.6.2.2 Allowable joint capacity -- Example 4.6 -- 4.6.2.3 Tubularjoint punching failure -- 4.7 Fatigue analysis -- 4.7.1 Stress concentration factors -- 4.7.1.1 SCFs in grouted joints -- 4.7.1.2 SCFs in cast nodes -- 4.7.2 S-N curves for all members and connections, except tubular connections -- 4.7.3 S-N curves for tubular connections -- 4.7.3.1 Thickness effect -- 4.7.3.1.1 Axial load, chord ends fixed -- 4.7.3.1.2 Axial load, general fixity conditions -- 4.7.3.1.3 In-plane bending…”

Tabla de Contenidos: “…; 1.1.1 Model archival; 1.1.2 Incremental deployability; 1.1.3 Live data feeds; 1.1.4 Trade persistence; 1.1.5 Regular processing; 1.2 Quants and quantitative developers; 1.3 Need for speed; 1.4 Implementation options; 1.4.1 Outsource to vendor; 1.4.2 Use vendor API; 1.4.3 Develop in-house; 1.4.4 Replace vended systems; 1.5 Current trends; 1.6 Technical and business aspects of platform design; 1.7 Importance of processes…”

Tabla de Contenidos: “…Cover -- Title Page -- Copyright -- Dedication -- Contributors -- Table of Contents -- Preface -- Part 1: Visual Studio Overview -- Chapter 1: Getting Started with Visual Studio 2022 -- Technical requirements -- A brief history of VS -- VS flavors -- Visual Studio Community -- Visual Studio Professional -- Visual Studio Enterprise -- Installing VS 2022 -- Getting the installer from the website -- Installation process -- VS for Mac -- Summary -- Chapter 2: Configuring the IDE -- Technical requirements -- Synchronizing accounts and settings -- Configuring the color scheme -- Visual Studio default Themes -- Visual Studio Marketplace -- Customizing fonts -- Changing fonts in the IDE -- Reference highlighting -- Changing fonts in the code editor -- Customizing the menu bar and toolbars -- Customizing the menu bar -- Customizing toolbars -- Customizing panels -- Adding tools to panels -- Panel accommodation -- Working with documents -- Managing window layouts -- Summary -- Chapter 3: Improvements in Visual Studio 2022 -- Technical requirements -- 64-bit architecture -- New icons and styles -- .NET 6 support -- Hot Reload -- Other improvements -- Summary -- Chapter 4: Creating Projects and Templates -- Technical requirements -- Selecting and searching for templates -- Templates for .NET Core -- Templates for APIs -- Templates for .NET Framework -- Templates for SPAs -- Summary -- Chapter 5: Debugging and Compiling Your Projects -- Technical requirements -- Debugging projects in Visual Studio -- Understanding the technical aspects of debugging -- Differentiating between debug mode and run mode -- Project debugging initialization options -- Exploring breakpoints in Visual Studio -- Navigating between breakpoints -- Conditional breakpoints -- Function breakpoints -- Data breakpoints -- Dependent breakpoints -- Temporary breakpoints…”

Tabla de Contenidos: “…-- Configuration -- Logging -- Summary -- Chapter 5: Developing the Let's Chat Web Application -- ASP.NET Core 2.0 fundamentals -- Quick lap around MVC -- Routing -- Model binding -- Validation -- Filters -- Controllers -- Error handling -- Implementing authentication through Facebook -- Summary -- Chapter 6: Testing and Deploying - The Let's Chat Web Application -- Chat hub module -- Razor primer -- Tag Helpers -- Views -- Razor pages -- Coding the Chat hub module -- Testing overview -- Unit testing -- Testing using xUnit -- Live Unit Testing -- Introduction to containers -- Docker -- Bot 101 -- Summary -- Chapter 7: To the Cloud -- Introduction to the cloud -- Types of cloud -- Getting started with Azure -- Creating a VM in Azure -- Automating using PowerShell -- Publishing a web app in Azure -- Azure App Services -- Publishing the web app -- Publishing profiles -- App Service features -- DEPLOYMENT -- SETTINGS -- DEVELOPMENT TOOLS -- API -- MONITORING -- SUPPORT + TROUBLESHOOTING -- Cloud storage -- Summary -- Chapter 8: Movie Booking Web App -- Introducing Entity Framework -- Presenting Entity Framework Core -- Getting started with Entity Framework Core -- Movie booking app requirements -- Designing the movie booking app -- Coding the movie booking app -- Deploying the movie booking app -- Monitoring the movie booking app -- Application Insights -- Summary -- Chapter 9: Microservices with .NET Core -- Introduction to microservices -- A traditional service -- Microservices -- Handy things to know -- General tips -- Performance tips -- Azure tips -- Introducing Blazor -- What's coming in .NET Core 2.1 -- Summary…”

Tabla de Contenidos: “…-- Managing tasks -- Vision -- Starting from scratch -- Main application component -- Resource download -- Main application NgModule -- Bootstrapping -- Running the application -- Recap -- Creating a task list -- Recap -- The right size of components -- Recap -- Adding tasks -- Recap -- Custom UI elements -- Recap -- Task data service -- Recap -- Filtering tasks -- Recap -- Summary -- Chapter 3: Dealing with Data and State -- Reactive programming with RxJS -- HTTP client and in-memory web APIs -- Using behaviour subjects -- Loading data in the task service -- Subscribing in the view using the async pipe -- Recap -- Immutability -- Immutability with TypeScript -- Pure components -- Introducing container components -- Purifying our task list -- Summary -- Chapter 4: Thinking in Projects -- Moving into projects -- Project service -- Project component -- Updating the task list container -- Integrating the project component -- Recap -- Creating a tabbed interface component -- Building the main navigation -- Composition using content projection -- Creating navigation components…”

Tabla de Contenidos: “…Cover -- Title Page -- Copyright and Credits -- Dedication -- About Packt -- Contributors -- Table of Contents -- Preface -- Section 1: Setting Up Data Analysis Environment -- Chapter 1: Setting Up Our Data Analysis Environment -- Technical requirements -- The benefits of EDA across vertical markets -- Manipulating data -- Examining, cleaning, and filtering data -- Visualizing data -- Creating data reports -- Installing the required R packages and tools -- Installing R packages from the Terminal -- Installing R packages from inside RStudio -- Summary -- Chapter 2: Importing Diverse Datasets -- Technical requirements -- Converting rectangular data into R with the readr R package -- readr read functions -- read_tsv method -- read_delim method -- read_fwf method -- read_table method -- read_log method -- Reading in Excel data with the readxl R package -- Reading in JSON data with the jsonlite R package -- Loading the jsonlite package -- Getting data into R from web APIs using the httr R package -- Getting data into R by scraping the web using the rvest package -- Importing data into R from relational databases using the DBI R package -- Summary -- Chapter 3: Examining, Cleaning, and Filtering -- Technical requirements -- About the dataset -- Reshaping and tidying up erroneous data -- The gather() function -- The unite() function -- The separate() function -- The spread() function -- Manipulating and mutating data -- The mutate() function -- The group_by() function -- The summarize() function -- The arrange() function -- The glimpse() function -- Selecting and filtering data -- The select() function -- The filter() function -- Cleaning and manipulating time series data -- Summary -- Chapter 4: Visualizing Data Graphically with ggplot2 -- Technical requirements -- Advanced graphics grammar of ggplot2 -- Data -- Layers -- Scales…”

Tabla de Contenidos: “…-- Benefits -- The key steps of data wrangling -- Frameworks in Data Science -- Summary -- Exercises -- Further reading -- Chapter 2: Loading and Exploring Datasets -- Technical requirements -- How to load files to RStudio -- Loading a CSV file to R -- Tibbles versus Data Frames -- Saving files -- A workflow for data exploration -- Loading and viewing -- Descriptive statistics -- Missing values -- Data distributions -- Visualizations -- Basic Web Scraping -- Getting data from an API -- Summary -- Exercises -- Further reading -- Chapter 3: Basic Data Visualization -- Technical requirements -- Data visualization -- Creating single-variable plots -- Dataset -- Boxplots -- Density plot -- Creating two-variable plots -- Scatterplot -- Bar plot -- Line plot -- Working with multiple variables -- Plots side by side -- Summary -- Exercises -- Further reading -- Part 2: Data Wrangling -- Chapter 4: Working with Strings -- Introduction to stringr -- Detecting patterns -- Subset strings -- Managing lengths -- Mutating strings -- Joining and splitting -- Ordering strings -- Working with regular expressions -- Learning the basics -- Creating frequency data summaries in R -- Regexps in practice -- Creating a contingency table using gmodels -- Text mining -- Tokenization -- Stemming and lemmatization -- TF-IDF -- N-grams -- Factors -- Summary -- Exercises -- Further reading -- Chapter 5: Working with Numbers -- Technical requirements -- Numbers in vectors, matrices, and data frames -- Vectors -- Matrices -- Data frames -- Math operations with variables -- apply functions -- Descriptive statistics -- Correlation -- Summary -- Exercises -- Further reading…”

Tabla de Contenidos: “…Senate 12.1 Information on the Bills 12.2 Information on the Senators 12.3 Analyzing the network structure 12.4 Conclusion 13 Parsing Information from Semi-Structured Documents 13.1 Downloding Data from the FTP Server 13.2 Parsing Semi-Structured Text Data 13.3 Visualizing station and temperature data 14 Predicting the 2014 Academy Awards using Twitter 14.1 Twitter APIs: Overview 14.2 Twitter-based Forecast of the 2014 Academy Awards 14.3 Conclusion 15 Mapping the Geographic Distribution of Names 15.1 Developing a Data Collection Strategy 15.2 Web Site Inspection 15.3 Data Retrieval and Information Extraction 15.4 Mapping Names 15.5 Automating the Process 15.6 Summary 16 Gathering Data on Mobile Phones 16.1 Page Exploration 16.2 Scraping Procedure 16.3 Graphical Analysis 16.4 Data storage 17 Analyzing Sentiments of Product Reviews 17.1 Introduction 17.2 Collecting the data 17.3 Analyzing the Data 17.4 Conclusion References Bibliography Indices General Index Package Index Function Index …”

Tabla de Contenidos: “…Subnetting and IP addressing -- Load balancing -- CDNs -- Considerations and cost optimization strategies for networks -- Network security -- Performance optimization -- Cost optimization -- Summary -- Part 3: Security, Compliance, and Databases -- Chapter 6: Security and Compliance 1 - Cloud Perspective -- Technical requirements -- Introduction to security in cloud computing -- Understanding cloud security risks -- Data breaches -- Insider threats -- Data loss and recovery -- Insecure APIs -- DoS attacks -- Shared technology vulnerabilities -- Cloud security tools and technologies -- IAM -- Encryption and data protection -- Firewalls and network security -- IDS/IPS -- Summary -- Chapter 7: Security and Compliance 2 - Cloud Perspective -- Technical requirements -- Compliance and legal considerations -- AWS Artifact -- Azure Compliance Manager -- IR and cloud forensics -- Tools and services for IR and cloud forensics -- Managing cloud security at scale -- Evolving threat landscape -- Cloud security best practices -- Summary -- Chapter 8: Database Services 1 - Cloud Perspective -- Technical requirements -- Overview of database services in the cloud -- Types of databases - relational and NoSQL -- Setting up OCI -- Data warehousing services in the cloud -- Setting up Amazon Redshift -- Setting up Google BigQuery -- Databases beyond the traditional realm -- Document database -- In-memory database -- Graph database -- Columnar database -- Key-value store -- Time-series database -- Converged database -- Wide-column store -- Summary -- Chapter 9: Database Services 2 - Cloud Perspective -- Data modeling and schema design -- Conceptual data model -- Physical data model -- Normalization -- Denormalization -- Benefits of data modeling and schema design -- Database provisioning and configuration -- Database provisioning -- Database configuration…”

Tabla de Contenidos: “…Cover -- Title Page -- Copyright Page -- Contents -- Foreword: Ambiguous, Adroit and Around Corners: The Era of Future Blur Leadership -- Reimagining Exponentiality -- Reimagining Speed -- Reimagining Interconnectedness -- Being a Fast Future Blur Leader -- Acknowledgements -- Chapter 1 The Fast Future Arsenal: Unbundling, Rebundling and Innovating at the Intersections -- Business Legos - the Economics of Unbundling -- The Cycle of Unbundling and Rebundling -- Rethinking Value with Rebundling -- Platforms and Standards - the Purveyors of Rebundling -- Healthcare Legos: Unbundling with APIs, Rebundling with AI -- Innovation at the Intersection -- The Fast Future Arsenal -- Chapter 2 Regenerative Innovation: Exploring the Potential of Digital Platforms for Ecosystem Health: How businesses can harness platform models for network effects, coordination and localization in service of societal and planetary health -- What Is Innovation in a Changing World? …”

Tabla de Contenidos: “…Programming .NET Security; Part II: .NET Security; Part III: .NET Cryptography; Part IV: .NET Applications Frameworks; Part V: API Quick Reference; Who Should Read This Book; Assumptions This Book Makes; Conventions Used in This Book; How to Contact Us; I. …”