P.I.T.S. stands for Proper Installation Techniques and Strategies. This book was written for those do-it-yourselfer who would like or need a little more information or insight into theirparticular project which they have thought about getting started; or is in its on-going stage. This book was not intended to create craftmen, tradesmen nor professional contruction workeres out of its reader.However,its intention [of this thesaurus of home repairs] is to share a vast array of knowledge and experience from the author to the readers in order to better equip them with safe, accurate, expeditious and up to date methods on how to properly procede with a home-remodeling or maintenance task around the house. Good luck withyour next (or first) home updating-project!

This book highlights recent research on Intelligent Systems and Nature Inspired Computing. It presents 212 selected papers from the 18th International Conference on Intelligent Systems Design and Applications (ISDA 2018) and the 10th World Congress on Nature and Biologically Inspired Computing (NaBIC), which was held at VIT University, India. ISDA-NaBIC 2018 was a premier conference in the field of Computational Intelligence and brought together researchers, engineers and practitioners whose work involved intelligent systems and their applications in industry and the “real world.” Including contributions by authors from over 40 countries, the book offers a valuable reference guide for all researchers, students and practitioners in the fields of Computer Science and Engineering.

Practical Deep Learning teaches total beginners how to build the datasets and models needed to train neural networks for your own DL projects. If you’ve been curious about machine learning but didn’t know where to start, this is the book you’ve been waiting for. Focusing on the subfield of machine learning known as deep learning, it explains core concepts and gives you the foundation you need to start building your own models. Rather than simply outlining recipes for using existing toolkits, Practical Deep Learning teaches you the why of deep learning and will inspire you to explore further. All you need is basic familiarity with computer programming and high school math—the book will cover the rest. After an introduction to Python, you’ll move through key topics like how to build a good training dataset, work with the scikit-learn and Keras libraries, and evaluate your models’ performance. You’ll also learn: How to use classic machine learning models like k-Nearest Neighbors, Random Forests, and Support Vector Machines How neural networks work and how they’re trained How to use convolutional neural networks How to develop a successful deep learning model from scratch You’ll conduct experiments along the way, building to a final case study that incorporates everything you’ve learned. The perfect introduction to this dynamic, ever-expanding field, Practical Deep Learning will give you the skills and confidence to dive into your own machine learning projects.

For many years, I have been interested in global analysis of nonlinear systems. The original interest stemmed from the study of snap-through stability and jump phenomena in structures. For systems of this kind, where there exist multiple stable equilibrium states or periodic motions, it is important to examine the domains of attraction of these responses in the state space. It was through work in this direction that the cell-to-cell mapping methods were introduced. These methods have received considerable development in the last few years, and have also been applied to some concrete problems. The results look very encouraging and promising. However, up to now, the effort of developing these methods has been by a very small number of people. There was, therefore, a suggestion that the published material, scattered now in various journal articles, could perhaps be pulled together into book form, thus making it more readily available to the general audience in the field of nonlinear oscillations and nonlinear dynamical systems. Conceivably, this might facilitate getting more people interested in working on this topic. On the other hand, there is always a question as to whether a topic (a) holds enough promise for the future, and (b) has gained enough maturity to be put into book form. With regard to (a), only the future will tell. With regard to (b), I believe that, from the point of view of both foundation and methodology, the methods are far from mature.

Learn geometry at your own pace What are congruent circles? How do you find the hypotenuse of a triangle? What is the sum of the angles in a decagon? How can you apply geometric equations to your daily life? With the unbeatable study companion Geometry: A Self-Teaching Guide, you'll discover the answers to these questions and many more. This thorough primer presents an easy-to-follow, proven method for grasping the key concepts of geometry. You'll progress step by step through plane, solid, and analytic geometry and then move on to geometric applications for calculus. You'll build your problem-solving skills along the way through detailed examples, reviews, exercises, and answer explanations. The clearly structured format of Geometry makes it fully accessible, providing an easily understood, comprehensive overview for everyone from high school students to adult learners to math mavens. Like all Self-Teaching Guides, Geometry allows you to build gradually on what you have learned-at your own pace. Questions and self-tests reinforce the information in each chapter and allow you to skip ahead or focus on specific areas of concern. Packed with useful, up-to-date information, this clear, concise volume is a valuable learning tool and reference source for anyone who wants to improve his or her understanding of basic geometry.

Bring your design vision to life with this full-color guide to AutoCAD 2013! Used by everyone from engineers and architects to interior designers and draftspeople, AutoCAD 2013 is the world’s leading 2D and 3D technical drawing program. But, with so many options and features available, finding your way around AutoCAD can be a challenge, even for experienced CAD professionals. AutoCAD 2013 For Dummies is here to help. You’ll learn to build a solid foundation for all your projects, use standard CAD techniques, get familiar with new tools and features, and start sharing your models and designs in no time with this easy-to-follow guide. Covers the latest AutoCAD features and techniques, including creating a basic layout, navigating the AutoCAD Ribbon, drawing and editing, working with dimensions, adding text, creating 3D models, and more Walks readers through setting up a drawing environment, applying visual styles, managing data across several drawings, and showcasing your designs to potential clients and customers Features full-color illustrations that mirror what you’ll see on your AutoCAD 2013 screens plus a companion website with downloadable drawing files so you can put your CAD skills to the test Whether you’re an AutoCAD amateur or a modeling master, AutoCAD 2013 For Dummies has something for you.