“…What You Will Learn Format a dataset for regression and evaluate its performance Apply multiple linear regression to real-world problems Learn to classify training points Create an observation matrix, using different techniques of data analysis and cleaning Apply several techniques to decrease (and eventually fix) any overfitting problem Learn to scale linear models to a big dataset and deal with incremental data In Detail Regression is the process of learning relationships between inputs and continuous outputs from example data, which enables predictions for novel inputs. There are many kinds of regression algorithms, and the aim of this book is to explain which is the right one to use for each set of problems and how to prepare real-world data for it. …”

“…It will show you how to fit Puppet into your enterprise and allow many developers to work on your Puppet code simultaneously. …”

“…The goal of this book is to introduce the balance of the tools and how to proceed once the analysis is completed. There are many pieces to a Lean implementation and all of them are interconnected. …”

“…The goal of this book is to introduce the balance of the tools and how to proceed once the analysis is completed. There are many pieces to a Lean implementation and all of them are interconnected. …”

“…You’ll then move on to the basics of using the Xfce GUI desktop and the many tools Linux provides for working on the command line including virtual consoles, various terminal emulators, Bash, and other shells. …”

“…Maps reveal the kinds and pace of park activities, patterns of circulation - drives, paths, trails, lighting and visitor amenities - ground plans, vegetation, and historic and present tree canopy as well as the Park rebuilt. There are many recommendations, including recommendations for maintenance and security. …”

“…Each paper was reviewed anonymously by at least two reviewers from independent institutions, using a "double-blind" system. There were many detailed, helpful reviews, and I am very grateful for the time and effort taken by the reviewers to produce them.The results of the review process were collated and considered by the PPPJ steering committee, and in some borderline cases subsequent reviews were conducted. …”

“…Finally, no conference can succeed without its participants. We thank the many authors for their contributions and engaging presentations, and we thank the attendees for maintaining Koli's strong community through their active participation in the talks and social events. …”

“…Fittingly, this year's conference was marked by several real changes.Paper submission and entry were handled by the conference system. 60 submissions were received and 30 full papers were chosen after a stringent refereeing process which involved three referees per paper from an internationally representative programme committee, plus an online discussion to select the top papers, and a second round of checking that the referees' comments had been adhered to. For many on both sides of refereeing, such care and control was quite new, and I salute everyone who adapted so easily to the system --- the 22 members of the IPC, the 34 members of the Review Panel, and the over 150 authors. …”

“…In the sessions you will see many disciplines represented, from computer science to the social sciences. …”

“…Designed as a complete reference guide, Network Sales and Services Handbook details networking basics, including foundational concepts and discussions of the many different LAN and WAN technologies and their functionality. …”

“…This book is written to introduce this new and important development direction of optical communication technology. Currently, many research groups and equipment manufacturers attempt to produce real-time processors for practical deployment of these DSP-based coherent transmission systems--…”

“…Despite the seriousness of the topic, the term "cybersecurity" still exasperates many people. They feel terrorized and overwhelmed. …”

“…These data assets contain a wealth of valuable information that can be used to great advantage, but accessing that data in a meaningful way remains a challenge for many companies. This book provides the baseline knowledge and the practical understanding companies need to put this data to work. …”

“…What You Will Learn Discover how to build high availability Kubernetes clusters Deal with inherent issues with container virtualization and container concepts Create services with Docker to enable the swift development and deployment of applications Make optimum use of Docker in a testing environment Create efficient manifests to streamline your deployments Automate Puppet master deployment using Git hooks, r10k, and PuppetDB In Detail With so many IT management and DevOps tools on the market, both open source and commercial, it's difficult to know where to start. …”

“…You'll learn effective report solution design based upon many years of experience with successful report solutions. …”

“…What You Will Learn Comparing equivalent features between Hibernate, JPA and jOOQ Unlock the power of your SQL database with high performing, flexible and typesafe SQL queries Seamlessly work with many different SQL database vendors without changing your code Effortlessly generate Java code based on the content of your database Write reactive SQL database access code with R2DBC Integrating jOOQ into popular frameworks and platforms like Hibernate, Spring boot and Quarkus tools like IDEs Testing jOOQ-based code with modern integration testing frameworks like TestContainers and Docker Learn how to safely handle data access code within frameworks like the Java Persistence API (JPA) Who This Book Is For Intermediate Java programmers new to jOOQ. …”

“…Understand production pipelines at visual effects and animation studios, and prepare for collaborative work on large lighting teams Get the latest insights into industry trends, and how to develop your lighting reel and get a job in an increasingly competitive industry. Download many of the 3D scenes used in this book from the author’s website to try texturing, lighting, and compositing on your own…”

“…Included with the book are HD media files and After Effects project files used for many of the techniques in the book, as well as demos of plug-ins that you can use to experiment with in your own effects. …”

“…Written by Dionne Kasian-Lew, an expert who has advised many executives on the topic of corporate social media use, this resource also helps professionals pinpoint the most important social networks to invest time in, and explores which platforms are best suited for various communication goals. …”