“…This book starts with a basic rundown on how you can create your own Angular development environment compatible with v2 and v4. …”

Tabla de Contenidos: “…Recommendations and best practicesSummary; Chapter 5: Building Your Own Private Clouds Using Amazon VPC; An overview of Amazon VPC; VPC concepts and terminologies; Subnets; Security groups and network ACLs; Routing tables; VPC endpoints; Internet Gateways; NAT instances; DNS and DHCP Option Sets; VPC limits and costs; Working with VPCs; VPC deployment scenarios; Getting started with the VPC wizard; Viewing VPCs; Listing out subnets; Working with route tables; Listing Internet Gateways; Working with security groups and Network ACLs; Launching instances in your VPC; Creating the web servers…”

“…What You Will Learn Write a Drupal 8 module with custom functionality and hook into various extension points Master numerous Drupal 8 sub-systems and APIs Model, store, and manipulate data in various ways and for various purposes Display data and content in a presentable and secure way Learn about the theme system and render arrays In Detail Drupal is an open source web-based content management system (CMS) that can be used for building anything from simple websites to complex applications. …”

“…DB2 Web Query provides the ability to query or build reports against data that is stored in DB2 for i (or Microsoft SQL Server) databases through browser-based user interface technologies: Build reports with ease through the web-based, ribbon-like InfoAssist tool that leverages a common look and feel that can extend the number of personnel that can generate their own reports. …”

Tabla de Contenidos: “…Reading the contents of a file -- Modules in Python -- Parsing a JSON file using the json module -- Exploring the contents of a data file -- Extracting the core content of the data -- Listing out all of the variables in the data -- Modifying a dataset -- Extracting data variables from the original dataset -- Using a for loop to iterate over the data -- Using a nested for loop to iterate over the data variables -- Outputting the modified data to a new file -- Specifying input and output file names in the Terminal -- Specifying the filenames from the Terminal -- Summary -- Chapter 4: Reading, Exploring, and Modifying Data - Part II -- Logistical overview -- File system setup -- Data -- Installing pandas -- Understanding the CSV format -- Introducing the CSV module -- Using the CSV module to read CSV data -- Using the CSV module to write CSV data -- Using the pandas module to read and process data -- Counting the total road length in 2011 revisited -- Handling non-standard CSV encoding and dialect -- Understanding XML -- XML versus JSON -- Using the XML module to parse XML data -- XPath -- Summary -- Chapter 5: Manipulating Text Data - An Introduction to Regular Expressions -- Logistical overview -- Data -- File structure setup -- Understanding the need for pattern recognition -- Introducting regular expressions -- Writing and using a regular expression -- Special characters -- Matching whitespace -- Matching the start of string -- Matching the end of a string -- Matching a range of characters -- Matching any one of several patterns -- Matching a sequence instead of just one character -- Putting patterns together -- Extracting a pattern from a string -- The regex split() function -- Python regex documentation -- Looking for patterns -- Quantifying the existence of patterns -- Creating a regular expression to match the street address…”

Tabla de Contenidos: “…-- POS-tagging in Python -- POS-tagging with spaCy -- Training our own POS-taggers -- POS-tagging code examples -- Summary -- References -- Chapter 6: NER-Tagging and Its Applications -- What is NER-tagging? …”

“…What You Will Learn Choose the right Redis data structure for your problem Understand Redis event-loop and implement your own custom C commands Solve complex workflows with Redis server-side scripting with Lua Configure your Redis instance for optimal memory management Scale your data in a distributed manner with Redis Cluster Improve the stability of your Redis solution using Redis Sentinel Complement your existing database and NoSQL environment with Redis Exploit a wide range of features provided by Redis to become a DevOps expert. …”

Tabla de Contenidos: “…Cover -- Title Page -- Copyright and Credits -- Dedication -- Packt Upsell -- Contributors -- Table of Contents -- Preface -- Chapter 1: Introduction -- Technical requirements -- Generating Spring Boot Projects -- Opening the generated project with IntelliJ -- Opening the generated project with STS -- Getting started with Spring Boot -- Learning about Spring Boot -- Anatomy of a Spring Boot application -- Supporting the Spring Framework ecosystem in Spring Boot -- Changes since Spring Boot 1.x -- Registering a Spring Bean using ApplicationContextInitializer -- Configuration property binding -- New property binding API -- Property origin -- Tightened rules for governing relaxed property binding -- Environment variables with indices -- Direct binding of property type java.time.Duration in the ISO-8601 form -- Custom endpoints for Spring Boot Actuator using annotations -- Exposing a custom Spring Boot Actuator endpoint -- Extending a custom endpoint with a specialized implementation for the web -- Connecting to a custom endpoint using monitoring and management tools -- Custom metrics using Micrometer -- Custom health indicator -- Using the HTTP/2 protocol -- Securing applications with Spring Security -- The next milestone -- Migration -- Using the correct JDK and JVM -- Running on Java 9 -- Tackling JAXBException -- Using the correct AspectJ version -- Being aware of limitations on Apache Cassandra drivers -- Being aware of issues with the Maven Surefire Plugin -- Using the upgraded Spring Framework 5.0 -- Modified CORS support behavior -- Removed packages, classes, and methods -- Dropped support for frameworks -- Using the updated configuration properties -- Using the changed servlet-specific server properties -- Using the modified template engine extension handling -- Using the changed actuator configuration properties…”

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: “…Cover -- Copyright -- Credits -- About the Authors -- About the Reviewer -- www.PacktPub.com -- Customer Feedback -- Table of Contents -- Preface -- Chapter 1: CPU Performance Design -- Introduction -- Critical performance consideration - VMM scheduler -- Getting ready -- How to do it... -- How it works... -- There's more... -- CPU scheduler - processor topology/cache-aware -- Getting ready -- How to do it... -- How it works... -- Ready time - warning sign -- Getting ready -- How to do it... -- How it works... -- Spotting CPU overcommitment -- Getting ready -- How to do it... -- How it works... -- Fighting guest CPU saturation in SMP VMs -- Getting ready -- How to do it... -- How it works... -- Controlling CPU resources using resource settings -- Getting ready -- How to do it... -- What is most important to monitor in CPU performance -- Getting ready -- How to do it... -- CPU performance best practices -- Getting ready -- How to do it... -- Chapter 2: Memory Performance Design -- Introduction -- Virtual memory reclamation techniques -- Getting ready -- How to do it... -- How it works... -- TPS -- Memory ballooning -- Monitoring a host-swapping activity -- Getting ready -- How to do it... -- How it works... -- There's more... -- Monitoring a host-ballooning activity -- Getting ready -- How to do it... -- How it works... -- There's more... -- Keeping memory free for VMkernel -- Getting ready -- How to do it... -- How it works... -- Key memory performance counters to monitor -- Getting ready -- How to do it... -- How it works... -- What counters not to use -- Getting ready -- How to do it... -- Identifying when memory is the problem -- Getting ready -- How to do it... -- Analyzing host and VM memory -- Getting ready -- How to do it... -- How it works... -- Memory performance best practices -- How to do it... -- Chapter 3: Networking Performance Design -- Introduction…”

“…In this book, you'll see how the most successful tech start-ups launch and scale their services on AWS and how you can too. Written by a lead member of Mediums DevOps team, this book explains how to treat infrastructure as code, meaning you can bring resources online and offline as necessary with the code as easily as you control your software. …”

Tabla de Contenidos: “…Cover -- Title Page -- Copyright and Credits -- Packt Upsell -- Contributors -- Table of Contents -- Preface -- Chapter 1: Building Your Own Prediction Models -- Classification overview and evaluation techniques -- Evaluation -- Decision trees -- Common APIs for scikit-learn classifiers -- Prediction involving decision trees and student performance data -- Summary -- Chapter 2: Prediction with Random Forests -- Random forests -- Usage of random forest -- Predicting bird species with random forests -- Making a confusion matrix for the data -- Summary -- Chapter 3: Applications for Comment Classification -- Text classification -- Machine learning techniques -- Bag of words -- Detecting YouTube comment spam -- Word2Vec models -- Doc2Vec -- Document vector -- Detecting positive or negative sentiments in user reviews -- Summary -- Chapter 4: Neural Networks -- Understanding neural networks -- Feed-forward neural networks -- Identifying the genre of a song with neural networks -- Revising the spam detector to use neural networks -- Summary -- Chapter 5: Deep Learning -- Deep learning methods -- Convolutions and pooling -- Identifying handwritten mathematical symbols with CNNs -- Revisiting the bird species identifier to use images -- Summary -- Other Books You May Enjoy -- Index…”

“…If you purchased this book elsewhere, you can visit http://www.PacktPub.com/support and register to have the files e-mailed directly to you…”

“…You will learn to work with Continuous Integration (CI) servers like Jenkins, deploying services inside Docker containers, and run them on Kubernetes. …”

“…Downloading the example code for this book You can download the example code files for all Packt books you have purchased from your account at http://www.PacktPub.com. …”

“…Topics are organized into bite-sized, self-contained lessons, so you can learn key Python skills quickly and easily. …”

“…What you will learn Create your own neural networks from scratch Classify images with modern architectures including Inception and ResNet Detect and segment objects in images with YOLO, Mask R-CNN, and U-Net Tackle problems faced when developing self-driving cars and facial emotion recognition systems Boost your application’s performance with transfer learning, GANs, and domain adaptation Use recurrent neural networks (RNNs) for video analysis Optimize and deploy your networks on mobile devices and in the browser Who this book is for If you’r..…”

“…We'll explore using CSS-in-Reason, how to use external JSON in Reason, and how to unit-test critical business logic. …”

“…Guide to everything an Oracle SOA suite 12c administrator needs to hit the ground running…”

“…Being able to understand trends and patterns in complex data is critical to success, becoming one of the key strategies for unlocking growth in a challenging contemporary marketplace. Python can help you deliver key insights into your data – its unique capabilities as a language let you build sophisticated algorithms and statistical models that can reveal new perspectives and answer key questions that are vital for success. …”