“…The book also covers source control integration in Visual Studio and how to use GitHub to implement a source control strategy in your code. …”

“…By the end of the book, you'll have a collection of unique projects that you can add to your GitHub profiles and expand on for professional application. …”

“…As part of this project, we also developed several code examples, which can be downloaded from the Redbooks GitHub web page. If you are an IBM Cloud Private application developer, this book is for you. …”

“…Online coding contests are being used to screen candidate pools of thousands, take-home projects have become commonplace, and employers are even evaluating a candidate's public code repositories at GitHub—and with competition becoming increasingly fierce, programmers need to shape themselves into the ideal candidate well in advance of the interview. …”

“…Learn everything that makes command line clients such as Git and npm so successful, and how to compose the best on your own. …”

“…Discover how to take your existing web development skills and learn how to create desktop applications for macOS, Windows, and Linux, using GitHub's Electron. Learn how to combine the power of Node.js and Chromium to provide a powerful development platform for creating web applications that break free from the browser. …”

“…Through the course of the book, you’ll build a production-ready software conference tracker called GeekSeek, using source code from GitHub. Rubinger and Knutsen demonstrate why testing is the very foundation of development—essential for ensuring that code is consumable, complete, and correct. …”

“…Lessons Covered Include: Domain 1: Design and prepare a machine learning solution 1.0 course intro 1.1 prerequisite technology 1.2 compute specification workload ml training 1.3 create azure ml workspace 1.4 explore azure ml workspace 1.5 create manage datasets 1.6 create compute 1.7 monitor compute Domain 2: Explore data and train models 2.1 load transform data 2.2 analyze data azure data explorer 2.3 azure data explorer demo 2.5 use designer 2.7 automl azure ml studio 2.9 develop with jupyter notebook 2.10 develop with visual studio code 2.11 train model python sdk Domain 3: Prepare a model for deployment 3.1 configure compute for job run 3.2 GitHub to Azure Cloud Shell Feedback Loop 3.3 explore open datasets python sdk 3.4 explore azure ml cli 3.9 describe MLflow model output azure ml studio databricks 3.10 mlops mlflow tracking 3.11 dbmlops open source mlflow Domain 4: Deploy and retrain a model 4.1 real time and batch deployment 4.3 end to end ml databricks mlflow 4.4 dbmlops end to end mlops on databricks 4.5 using azure open datasets automl 4.6 trigger Azure Machine Learning Pipeline GitHub 5.0 conclusion Learning Objectives Manage Azure Resources for Machine Learning Run Experiments and Train Models Deploy and Operationalize Machine Learning Solutions Implement Responsible Machine Learning Additional Popular Resources Pytest Master Class AWS Solutions Architect Professional Course Github Actions and GitOps in One Hour Video Course Jenkins CI/CD and Github in One Hour Video Course AWS Certified Cloud Practitioner Video Course Advanced Testing with Pytest Video Course AWS Solutions Architect Certification In ONE HOUR Python for DevOps Master Class 2022: CI/CD, Github Actions, Containers, and Microservices MLOPs Foundations: Chapter 2 Walkthrough of Practical MLOps Learn Docker containers in One Hour Video Course Introduction to MLOps Walkthrough AZ-900 (Azure Fundamentals) Quick reference guide 52 Weeks of AWS Episode 8: Infrastructure as Code with CDK and AWS Lambda Learn GCP Cloud Functions in One Hour Video Course Python Devops in TWO HOURS! …”

Tabla de Contenidos: “…Examining Changes with the Version Editor -- The Comparison View -- The Blame View -- The Log View -- Branching Within a Repository -- Merging Branches -- Removing a Branch -- Using a Remote Repository -- Registering for GitHub and Creating a Repository -- Adding a GitHub Repository to Xcode -- Adding a Remote Repository in Repository Configuration -- Adding a Remote Repository with Xcode Preferences -- Pushing to a Remote Repository -- Updating the Remote Repository -- Summary -- Chapter 13: Localization -- Creating the Castles Application -- Adding the Resources -- Creating the Application Interface -- Compositing with Transparent Images -- Adding a Scroll View -- Adding a Page Control -- Completing the Interface -- Writing the Code for the Castles Application -- Localizing the Application -- Enabling Localization -- Adding Another Language -- Storyboards and Localization -- Testing Localizations in iOS 7 -- Localizing Images -- A Peek Behind the Scenes -- Replacing overlay.png -- Localizing Code with Localizable.strings -- Creating Localizable.strings -- Localizing Localizable.strings -- Retrieving Localized Strings with NSLocalizedString -- Summary -- Chapter 14: The Organizer -- What Is the Organizer? …”

Tabla de Contenidos: “…Integration with Other Tools -- IDE integrations -- IntelliJ platform IDEs integration -- Installing the plugin -- Configuring notifications -- Managing projects from the IDE -- Opening files and patches in IDE -- Remote Run -- Visual Studio integrations -- GitHub integrations -- GitHub webhooks and services -- Using the TeamCity.GitHub plugin -- Support for pull requests -- Integrating with GitHub issue tracker -- Build monitors -- Team Piazza -- Project Monitor -- Build lights -- Notifications -- Summary -- 9. …”

Tabla de Contenidos: “…Executing remote commands at bootstrap using Terraform -- Using Docker with Terraform -- Simulating infrastructure changes using Terraform -- Teamwork - sharing Terraform infrastructure state -- Maintaining a clean and standardized Terraform code -- One Makefile to rule them all -- Team workflow example -- Managing GitHub with Terraform -- External monitoring integration with StatusCake -- Chapter 4: Automating Complete Infrastructures with Terraform -- Introduction -- Provisioning a complete CoreOS -- infrastructure on Digital Ocean with Terraform -- Provisioning a three-tier infrastructure on Google Compute Engine -- Provisioning a GitLab CE + CI runners on OpenStack -- Managing Heroku apps and add-ons using Terraform -- Creating a scalable Docker Swarm cluster on bare metal with Packet -- Chapter 5: Provisioning the Last Mile with Cloud-Init -- Introduction -- Using cloud-init on AWS, Digital Ocean, or OpenStack -- Handling files using cloud-init -- Configuring the server's time zone using cloud-init -- Managing users, keys, and credentials using cloud-init -- Managing repositories and packages using cloud-init -- Running commands during boot using cloud-init -- Configuring CoreOS using cloud-init -- Deploying Chef Client from start to finish using cloud-init -- Deploying a remote Docker server using cloud-init -- Chapter 6: Fundamentals of Managing Servers with Chef and Puppet -- Introduction -- Getting started with Chef (notions and tools) -- Installing the Chef Development Kit (Chef DK) -- Creating and using a free Hosted Chef server account -- Automatically bootstrapping a Chef client on a node -- Installing packages using Chef -- Managing services using Chef -- Managing files, directories, and templates using Chef -- Handling dependencies using Chef -- More dynamic code using notifications -- Centrally sharing data using a data bag…”

Tabla de Contenidos: “…Learning Ansible Basic Concepts IV – Git, Tags, Managing Files and Services -- Chapter 10. …”

Tabla de Contenidos: “…Docker Hub and Docker accounts -- Install the git CLI -- Chapter summary -- 3: Running your first container -- Pre-reqs -- Running your first container -- Managing containers with Docker Desktop -- Chapter summary -- 4: Containerizing an application -- Pre-reqs -- Overview of the app -- Test the app -- Containerize the app -- Test the containerized app -- Clean-up -- Chapter summary -- 5: Images and registries -- Working with images -- Working with registries -- Multi-architecture images -- Chapter summary -- 6: Multi-container apps with Compose -- Overview of the app -- The Compose file…”

Tabla de Contenidos:

Tabla de Contenidos: “…""Image Selection""""File System Selection""; ""Virtual Image Optimization""; ""Security Considerations""; ""Reference Architecture""; ""Conclusion""; ""Chapter 4: MySQL, Git, and Postfix""; ""Database Categories""; ""Picking a Database""; ""Installing MySQL""; ""MySQL Failover""; ""MySQL Enterprise Design""; ""Managing MySQL""; ""Backing up MySQL""; ""Getting Help with MySQL""; ""Future of MySQL""; ""E-mail in an Enterprise""; ""E-mail Solution Strategy""; ""Enterprise Mail Transfer Agents""; ""Postfix Enterprise Design""; ""Install ing Postfix""; ""Configuring Postfix""…”

Tabla de Contenidos: “…Intro -- Inhalt -- Einleitung -- Kapitel 1: Einführung in die Arbeit mit Java -- Die Umgebung einrichten -- JDK installieren -- Java in der Kommandozeile -- Eine IDE einrichten: Eclipse -- Die erste Java-Anwendung -- Versionsverwaltung Git -- Maven -- Abhängigkeiten definieren -- Übungsaufgaben -- Kapitel 2: Java zum Auffrischen -- Aufbau eines Java-Programms -- Variablen -- Vergleiche -- Arrays -- Schleifen -- Erweiterungen hinzufügen -- Exceptions -- Externe Bibliotheken hinzufügen -- JAR-Files hinzufügen -- Libraries bauen -- Grundlagen der Datenverarbeitung -- Datenarchitektur und Datenmodellierung -- Die Verwendung von Listen und anderen Datenstrukturen -- Der Umgang mit Parametern -- Das Lesen und Schreiben von Dateien und Daten -- Übungsaufgaben -- Kapitel 3: Data Engineering mit Java -- Grundlagen -- Daten, Informationen, Wissen und Weisheit -- Der Data Lifecycle -- Knowledge Representation und das Arbeiten mit externen Datenquellen -- XML -- JSON -- RDF und Semantic Web -- Verarbeiten und Parsen von (un-)formatiertem Text -- Arbeiten mit Datenbanken -- Relationale Datenbanken -- SQL mit Java -- Nicht relationale Datenbanken -- Arbeiten mit RESTful-APIs -- Analysepipelines mit BASH-Skripten bauen -- Parallel Environments -- Übungsaufgaben -- Kapitel 4: Data Mining -- Klassifizierung -- Binning -- Hashing -- Statistische Modelle -- Clustering -- Graph-basiertes Clustering -- K-Means -- Übungsaufgaben -- Kapitel 5: Netzwerkanalyse: Graphen mit Java -- JGraphT in der Netzwerkanalyse -- Gerichtete Graphen -- Nahrungsketten -- Soziale und Spezies-spezifische Relationen -- Ungerichtete Graphen -- Protein-Protein-Interaktionsnetzwerke -- Ähnlichkeitsgraphen -- Weitere Beispiele -- Substructure- und Maximal-Common-Substructure-Suche -- Zufallsgraphen -- Soziale Netzwerke -- Gerichtete Protein-Interaktionsnetzwerke -- Übungsaufgaben…”

Tabla de Contenidos: “…Form Errors Form Controls; Comment Form; Summary; Exercises; Chapter 6: Deployment; Version Control; Git; Setup; Getting Started; Basic Usage; Heroku; Getting Started; Updating Your Gemfile; Deploying Your Application; Summary; Part I Remarks; Exercises; Part II: Building a Social Networking App; Chapter 7: Advanced Ruby; Modules; Modules as Namespaces; Modules as Mixins; Ruby Object Model; Ancestors; Methods; Class; Introspection; Duck Typing; Metaprogramming; define_method; class_eval; method_missing; Summary; Exercises; Chapter 8: Advanced Active Record; Advanced Data Modeling…”

Tabla de Contenidos: “…Questions -- Chapter 3: Architecting an Enterprise App -- Succeeding as a technical lead or architect -- Understand the business impact -- Set parameters of success -- Elastic leadership -- Ingredients of a successful project -- Agile software development -- Agile engineering best practices -- Engineering excellence and craftsmanship -- Angular in an enterprise -- Diverse coding paradigm support -- Community support -- Tools and techniques for high-performance apps -- Runtime performance -- Root cause of performance bottlenecks -- Minimalist JavaScript solutions -- ArrowJS -- Qwik.js -- Angular performance solutions -- Server-side rendering and hydration -- App shell -- Service workers -- RxAngular -- Angular Signals -- Build performance -- Nx -- esbuild -- Test automation -- Planning using Kanban and GitHub projects -- Setting up a GitHub project -- Customizing the Kanban board -- Creating a prioritized backlog for your app -- The 80-20 solution -- Understanding line-of-business apps -- Disciplined and balanced approach -- Router-first architecture -- Feature modules -- Developing a roadmap and scope -- Designing with lazy loading in mind -- Implementing a walking skeleton -- Achieve a stateless, data-driven design -- Enforce a decoupled component architecture -- Differentiate between user controls and components -- Maximize code reuse with TypeScript and ES -- Summary -- Further reading -- Questions -- Chapter 4: Creating a Router-First Line-of-Business App -- Technical requirements -- Creating LemonMart -- Creating a router-first app -- Configuring Angular and VS Code -- Configuring Angular Material and styles -- Designing LemonMart -- Identifying user roles -- Identifying high-level modules with a site map -- Generating router-enabled modules -- Designing the home route -- Setting up default routes -- RouterLink -- Router outlet…”

Tabla de Contenidos: “…MLOps engineering -- LLMOps -- Human feedback -- Guardrails -- Prompt monitoring -- Deploying the LLM Twin's pipelines to the cloud -- Understanding the infrastructure -- Setting up MongoDB -- Setting up Qdrant -- Setting up the ZenML cloud -- Containerize the code using Docker -- Run the pipelines on AWS -- Troubleshooting the ResourceLimitExceeded error after running a ZenML pipeline on SageMaker -- Adding LLMOps to the LLM Twin -- LLM Twin's CI/CD pipeline flow -- More on formatting errors -- More on linting errors -- Quick overview of GitHub Actions -- The CI pipeline -- GitHub Actions CI YAML file -- The CD pipeline -- Test out the CI/CD pipeline -- The CT pipeline -- Initial triggers -- Trigger downstream pipelines -- Prompt monitoring -- Alerting -- Summary -- References -- Appendix: MLOps Principles -- 1. …”

Tabla de Contenidos: “…-- Free Access for Packt account holders -- Preface -- What this book is -- What this book covers -- Part 1 - Advanced High-Performance Interactive Computing -- Part 2 - Standard Methods in Data Science and Applied Mathematics -- What you need for this book -- Installing Python -- GitHub repositories -- Who this book is for -- Conventions -- Reader feedback -- Customer support -- Downloading the example code -- Downloading the color images -- Errata -- Piracy -- Questions -- 1. …”