“…What you will learn Get to grips with the main concepts and principles of predictive analytics Learn about the stages involved in producing complete predictive analytics solutions Understand how to define a problem, propose a solution, and prepare a dataset Use visualizations to explore relationships and gain insights into the dataset Learn to build regression and classification models using scikit-learn Use Keras to build powerful neural network models that produce accurate predictions Learn to serve a model's predictions as a web application Who this book is for This book is for data analysts, data scientists, data engineers, and Python developers who want to learn about predictive modeling and would like to implement predictive analytics solutions using Python's data stack. …”

“…Beyond preparing you for the Azure Security (AZ-500) exam, this book will guide you in securing your Azure environments and workloads using native Azure security capabilities.Complete with hands-on tutorials, projects, and self-assessment questions, this easy-to-follow guide builds a solid foundation of Azure security. …”

“…What you will learn Explore key Customer 360 products and their integration options Choose the optimum integration architecture to unify data and experiences Architect a single view of the customer to support service, marketing, and commerce Plan for critical requirements, design decisions, and implementation sequences to avoid sub-optimal solutions Integrate Customer 360 solutions into a single-source-of-truth solution such as a master data model Support business needs that require functionality from more than one component by orchestrating data and user flows Who this book is for T..…”

Tabla de Contenidos: “…Arithmetic operations -- Logical operations -- Data loading and working with different file formats -- Transforming a DataFrame into another file format -- Summary -- Chapter 4: Data Analysis, Wrangling, and Transformation -- Technical requirements -- Transforming data -- Replacing missing values -- Removing duplicates -- Data transformation with the map function -- Data transformation with the apply function -- Filtering and querying -- Random sampling -- Encoding DataFrames and Series -- Combining datasets -- DataFrame merge -- Data concatenation -- Series data accessors -- Calculating statistics -- Calculating statistics by axis -- Summary -- Chapter 5: Data Visualization with Plotly.js -- Technical requirements -- A brief primer on Plotly.js -- Using Plotly.js via a script tag -- Fundamentals of Plotly.js -- Data format -- Configuration options for plots -- Plotly layout -- Creating basic charts with Plotly.js -- Creating statistical charts with Plotly.js -- Creating histogram plots with Plotly.js -- Creating box plots with Plotly.js -- Creating violin plots with Plotly.js -- Summary -- Chapter 6: Data Visualization with Danfo.js -- Technical requirements -- Setting up Danfo.js for plotting -- Adding Danfo.js to your code -- Downloading a dataset for plotting -- Creating line charts with Danfo.js -- Creating scatter plots with Danfo.js -- Creating box and violin plots with Danfo.js -- Making box and violin plots for a Series -- Box and violin plots for multiple columns -- Box and violin plots with specific x and y values -- Creating histograms with Danfo.js -- Creating a histogram from a Series -- Creating a histogram from multiple columns -- Creating bar charts with Danfo.js -- Creating a bar chart from a Series -- Creating a bar chart from multiple columns -- Summary -- Chapter 7: Data Aggregation and Group Operations -- Technical requirements…”

Tabla de Contenidos: “…The Web in a Nutshell Setting Up Your First Project Building above the Fold Building the Rest of the Body Making It Responsive Introduction to Interactions and Animations Advanced Interactions Getting Started with Webflow CMS Creating Your First CMS Project Creating Collection Pages Managing CMS Projects Publishing Projects to the Web Using Webflow Editor to Update Websites…”

Tabla de Contenidos: “…Table of Contents Understanding the Need for systemd Understanding systemd Directories and Files Understanding Service, Path, and Socket Units Controlling systemd Services Creating and Editing Services Understanding systemd Targets Understanding systemd Timers Understanding the systemd Boot Process Setting System Parameters Understanding Shutdown and Reboot Commands Understanding cgroups Version 1 Controlling Resource Usage with cgroups Version 1 Understanding cgroup Version 2 Using journald Using systemd-networkd and systemd-resolved Understanding Timekeeping with systemd Understanding systemd and Bootloaders Understanding systemd-logind…”

“…What you will learn Discover what Sheet Metal can be used for and how you can benefit from this skillset Create Sheet Metal parts, both from scratch and by converting existing 3D parts Select different Sheet Metal tools to be used in different situations Produce advanced shapes using Lofted Bends Relate the Sheet Metal techniques in the book to real-world manufacturing and design, including material selection and manufacturing limitations Practice Sheet Metal techniques using real-world examples Who this book is for This book is for existing SOLIDWORKS software users looking to expand their skillset and specialize in Sheet Metal design, including engineers who want to upskill or modeling enthusiasts looking to improve their skills and knowledge. …”

Tabla de Contenidos: “…. -- There's more... -- Using the AutoSum measure in Visual Studio -- How to do it... -- How it works... -- Creating calculated measures -- Getting ready -- How to do it... -- How it works... -- Creating calculated columns -- How to do it... -- How it works... -- There's more... -- Using the IF function -- Getting ready -- How to do it... -- How it works... -- Using the AND function -- How to do it... -- Using the SWITCH function -- How to do it... -- How it works... -- There's more... -- Using the CONCATENATE function -- How to do it... -- How it works... -- There's more... -- Using the LEFT Function -- How to do it... -- How it works... -- There's more... -- Using the RELATED function -- How to do it... -- How it works... -- There's more... -- Using the RELATEDTABLE function -- How to do it... -- How it works... -- Using EVALUATE in DAX queries -- How to do it... -- Filtering based on a value -- Getting ready -- How to do it... -- How it works... -- Filtering a related table -- How to do it... -- How it works... -- Using ALL to remove filters -- How to do it... -- How it works... -- Using ALL to calculate a percentage -- Getting ready -- How to do it... -- How it works... -- Using the SUMMARIZE function -- How to do it... -- How it works... -- Adding columns to the SUMMARIZE function -- Getting ready -- How to do it... -- How it works... -- Using ROLLUP with the SUMMARIZE function -- How to do it... -- How it works... -- Chapter 10: Working with Dates and Time Intelligence -- Introduction -- Creating a date table in Visual Studio -- Getting ready -- How to do it... -- How it works... -- Using the CALENDAR function -- How to do it... -- How it works... -- Modifying the date table with the YEAR function -- Getting ready -- How to do it... -- How it works... -- Modifying the date table to include month data -- How to do it... -- How it works...…”

“…The book will then focus on using web services and other mechanisms to integrate ServiceNow with other systems. …”

“…What You Will Learn Take advantage of a continuous delivery solution to achieve faster software delivery Speed up productivity using a continuous Integration solution through Jenkins Understand the concepts of CI and continuous delivery Orchestrate many DevOps tools using Jenkins to automate builds, releases, deployment, and testing Explore the various features of Jenkins that make DevOps activities a piece of cake Configure multiple build machines in Jenkins to maintain load balancing Manage users, projects, and permissions in Jenkins to ensure better security Leverage the power of plugins in Jenkins In Detail In past few years, Agile software development has seen tremendous growth across the world. …”

“…Dive into building your essential Python 3.5 data science toolbox, using a single-source approach that will allow to to work with Python 2.7 as well. …”

“…Now that you've learned how to use QlikView, it's time to learn how to develop meaningful QlikView applications that deliver what your business users need. …”

“…Unlock the power of the MEAN stack by creating attractive and real-world projects About This Book Learn about the different components that comprise a MEAN application to construct a fully functional MEAN application using the best third-party modules A step-by-step guide to developing the MEAN stack components from scratch to achieve maximum flexibility when building an e-commerce application Build optimum end-to-end web applications using the MEAN stack Who This Book Is For This learning path is for web developers who are experienced in developing applications using JavaScript. …”

“…You will be brought up to speed with what's new in Chef and how to set up your own Chef infrastructure for individuals, or small or large teams. You will learn to use the basic Chef command-line tools. We will also take you through the core concepts of managing users, applications, and your entire cloud infrastructure. …”

“…What You Will Learn Install and configure Symfony and required third-party bundles to develop a task management application Set up a continuous integration server to orchestrate automatic builds every time you add a new feature to your project Reduce maintenance costs dramatically using Behaviour Driven Development (BDD) Create a slick user interface using the Bootstrap framework Design robust business logic using Doctrine Build a comprehensive dashboard and secure your project using the Sonata project Improve performance using Redis, Memcache, and Varnish Create customized Symfony commands and add them to your console In Detail In this book, you will learn some lesser known aspects of development with Symfony, and you will see how to use Symfony as a framework to create reliable and effective applications. …”

“…Through real-world code examples, which you can use in your own apps, you’ll learn how to take full advantage of SQLite and the database-related classes on Android. …”

“…What You Will Learn Off-screen rendering and environment mapping techniques to render mirrors Shadow mapping techniques, including variance shadow mapping Implement a particle system using shaders Utilize noise in shaders Make use of compute shaders for physics, animation, and general computing Create interactive applications using GLFW to handle user inputs and the Android Sensor framework to detect gestures and motions on mobile devices Use OpenGL primitives to plot 2-D datasets (such as time series) dynamically Render complex 3D volumetric datasets with techniques such as data slicers and multiple viewpoint projection In Detail OpenGL is a fully functional, cross-platform API widely adopted across the industry for 2D and 3D graphics development. …”

Tabla de Contenidos: “…Installing PipInstalling virtualenv; Installing elasticsearch-py; Performing CRUD operations; Request timeouts; Creating indexes with settings and mappings; Indexing documents; Retrieving documents; Updating documents; Appending a value in an array; Updates using doc; Checking document existence; Deleting a document; CRUD operations using Java; Connecting with Elasticsearch; Indexing a document; Fetching a document ; Updating a document; Deleting documents; Creating a search database; Elasticsearch Query-DSL; Understanding Query-DSL parameters; Query types; Full-text search queries; match_all…”

“…You'll also get hands-on with administration topics including backup, restore, user's roles, and high availability cluster configuration. …”

Tabla de Contenidos: “…Cover -- Copyright -- Credits -- About the Authors -- www.PacktPub.com -- Customer Feedback -- Table of Contents -- Preface -- Chapter 1: Setting up Your Raspberry Pi -- Getting started with the Raspberry Pi -- Getting a compatible SD card -- Preparing and formatting the SD card -- Installing Raspbian -- Configuring Raspbian -- Installing Java -- Installing and preparing the NetBeans Java editor -- Our first remote Java application -- Running our application on the Raspberry Pi -- Summary -- Chapter 2: Automatic Light Switch Using Presence Detection -- Introduction to and installing Fritzing -- Billing of materials -- How to emulate reading analog values on digital pins -- Starting our project and installing the necessary libraries -- The Pi4J libraries -- Adding the HD44780-compatible 16x2 character display -- Showing data on the HD44780-compatible display -- Adding the light-dependent resistor to the setup -- Reading and displaying the values from the LDR -- Using digital out to switch and display a relay status -- Automatic switch based on environment lighting -- Using the Bluetooth chip on the Raspberry Pi -- Bluetooth device discovery -- Putting it all together, our first automation project -- Summary -- Chapter 3: A Social and Personal Digital Photo Frame -- Bill of materials -- Waveshare HDMI display -- Assembling with Raspberry Pi -- Selecting video source -- Correcting display resolution -- Mounting on desktop -- Connecting with Flickr -- Obtaining a Flickr API key -- Creating an album -- Finding Flickr photoset_id -- REST request format -- Invoking flickr.test.echo -- Invoking flickr.photosets.getPhotos -- Constructing photo source URL -- Writing Java program -- Accessing Flickr image URL -- Installing feh on Raspberry Pi -- Scheduling your application -- Writing shell script for Java application…”