Feature Engineering for Modern Machine Learning with Scikit-Learn. Mastering data preparation and transformation for robust ML models

Cuantum Technologies LLC

Feature engineering is essential for building robust predictive models. This book delves into practical techniques for transforming raw data into powerful features using Scikit-Learn. You'll explore automation, deep learning integrations, and advanced topics like feature selection and model evaluation. Learn to handle real-world data challenges, enhance accuracy, and streamline your workflows.Through hands-on projects, readers will gain practical experience with techniques such as clustering, pipelines, and feature selection, applied to domains like retail and healthcare. Step-by-step instructions ensure a comprehensive learning journey, from foundational concepts to advanced automation and hybrid modeling approaches.By combining theory with real-world applications, the book equips data professionals with the tools to unlock the full potential of machine learning models. Whether working with structured datasets or integrating deep learning features, this guide provides actionable insights to tackle any data transformation challenge effectively.

Mastering Clip Studio Paint. Discover advanced CSP techniques to create breathtaking illustrations quickly and easily

Bruna Belfort

Packed with powerful tools for creating high-quality illustrations, Clip Studio Paint (CSP) is a digital artist’s dream, but truly harnessing its potential to transform your art requires you to master its advanced features and techniques. Written by Bruna Belfort, a seasoned digital artist with over 15 years of experience in creating digital art and a gift for making complex techniques easy to grasp, Mastering Clip Studio Paint is your ultimate guide to standing out in the digital art world.This book guides you through efficient workspace customization, streamlining workflows, and organizing projects with precision, deepening your understanding with each turn of the page. You'll learn time-saving painting techniques, create clean line art, maximize layer efficiency, and customize brushes for advanced painting styles. The book allows you to explore 3D space and materials as you manipulate objects on the canvas, illuminate your artwork with 3D lighting, and create immersive backgrounds. Along the way, you'll gain insights into character design, environment illustrations, and digital painting that will expand your creative toolkit.By the end of this book, you’ll be able to confidently tackle any creative challenge with CSP, optimizing your artistic process, applying advanced techniques, and adding depth and dimension to your artwork.

Kibana 8.x - A Quick Start Guide to Data Analysis. Learn about data exploration, visualization, and dashboard building with Kibana

Krishna Shah

Unleash the full potential of Kibana—an indispensable tool for data analysts to seamlessly explore vast datasets, uncover key insights, identify trends and anomalies, and share results. This book guides you through its user-friendly interface, interactive visualizations, and robust features, including real-time data monitoring and advanced analytics, showing you how Kibana revolutionizes your approach to navigating and analyzing complex datasets.Starting with the foundational steps of installing, configuring, and running Kibana, this book progresses systematically to explain the search and data visualization capabilities for data stored in the Elasticsearch cluster. You’ll then delve into the practical details of creating data views and optimizing spaces to better organize the analysis environment. As you advance, you'll get to grips with using the discover interface and learn how to build different types of extensive visualizations using Lens.By the end of this book, you’ll have a complete understanding of how Kibana works, helping you leverage its capabilities to build an analytics and visualization solution from scratch for your data-driven use case.

JavaFX Essentials. Create amazing Java GUI applications with this hands-on, fast-paced guide

Mohamed Taman, Mohamed Taman

Qlik Sense Cookbook. Over 80 recipes on data analytics to solve business intelligence challenges - Second Edition

Pablo Labbe, Philip Hand, Neeraj Kharpate

Qlik Sense allows you to explore simple and complex data to reveal hidden insight and data relationships that help you make quality decisions for overall productivity. An expert Qlik Sense user can use its features for business intelligence in an enterprise environment effectively. Qlik Sense Cookbook is an excellent guide for all aspiring Qlik Sense developers and will empower you to create featured desktop applications to obtain daily insights at work.This book takes you through the basics and advanced functions of Qlik Sense February 2018 release. You’ll start with a quick refresher on obtaining data from data files and databases, and move on to some more refined features including visualization, and scripting, as well as managing apps and user interfaces. You will then understand how to work with advanced functions like set analysis and set expressions. As you make your way through this book, you will uncover newly added features in Qlik Sense such as new visualizations, label expressions and colors for dimension and measures.By the end of this book, you will have explored various visualization extensions to create your own interactive dashboard with the required tips and tricks. This will help you overcome challenging situations while developing your applications in Qlik Sense.

Getting Started with SketchUp Pro. Embark on your 3D modeling adventure with expert tips, tricks, and best practices

David S. Sellers

Owing to its ability to create models quickly and with high level of dimensional accuracy, SketchUp Pro has become a popular choice for many industries, including architecture, interior design, landscape architecture, and video game design. If you are seeking to adopt Trimble's exceptional design software, Getting Started with SketchUp Pro serves as an ideal primer to prepare and equip you for its use.This book will help you lay the foundation of a project from scratch, set up appropriate units, and follow a guided path to structure your 3D models. You’ll explore the workflows used for creating designs from sketches, making CAD drawings (DWG), and even updating your existing 3D models. Finally, you’ll work with extensions and 3D Warehouse to find new workflows and models to add to your skill set.By the end of this SketchUp book, you’ll be able to confidently create and share models of your design through CAD drawings and 3D views, and even take them online through the 3D Warehouse

Practical Memory Forensics. Jumpstart effective forensic analysis of volatile memory

Svetlana Ostrovskaya, Oleg Skulkin

Memory Forensics is a powerful analysis technique that can be used in different areas, from incident response to malware analysis. With memory forensics, you can not only gain key insights into the user's context but also look for unique traces of malware, in some cases, to piece together the puzzle of a sophisticated targeted attack.Starting with an introduction to memory forensics, this book will gradually take you through more modern concepts of hunting and investigating advanced malware using free tools and memory analysis frameworks. This book takes a practical approach and uses memory images from real incidents to help you gain a better understanding of the subject and develop the skills required to investigate and respond to malware-related incidents and complex targeted attacks. You'll cover Windows, Linux, and macOS internals and explore techniques and tools to detect, investigate, and hunt threats using memory forensics. Equipped with this knowledge, you'll be able to create and analyze memory dumps on your own, examine user activity, detect traces of fileless and memory-based malware, and reconstruct the actions taken by threat actors.By the end of this book, you'll be well-versed in memory forensics and have gained hands-on experience of using various tools associated with it.

KnockoutJS Essentials. Implement a successful JavaScript-rich application with KnockoutJS, jQuery, and Bootstrap

Jorge Ferrando, Jorge F Ferrando