Verleger: K-i-s-publishing
Rajvardhan Oak
Machine learning in security is harder than other domains because of the changing nature and abilities of adversaries, high stakes, and a lack of ground-truth data. This book will prepare machine learning practitioners to effectively handle tasks in the challenging yet exciting cybersecurity space.The book begins by helping you understand how advanced ML algorithms work and shows you practical examples of how they can be applied to security-specific problems with Python – by using open source datasets or instructing you to create your own. In one exercise, you’ll also use GPT 3.5, the secret sauce behind ChatGPT, to generate an artificial dataset of fabricated news. Later, you’ll find out how to apply the expert knowledge and human-in-the-loop decision-making that is necessary in the cybersecurity space. This book is designed to address the lack of proper resources available for individuals interested in transitioning into a data scientist role in cybersecurity. It concludes with case studies, interview questions, and blueprints for four projects that you can use to enhance your portfolio.By the end of this book, you’ll be able to apply machine learning algorithms to detect malware, fake news, deep fakes, and more, along with implementing privacy-preserving machine learning techniques such as differentially private ML.
101 UX Principles. A definitive design guide
Will Grant
We want our UX to be brilliant. We want to create stunning user experiences. We want our UX to drive the success of our business with useful and usable software products. This book draws on the wisdom and training of Jakob Nielsen and Don Norman to help you get your UX right - in 101 ways!101 UX Principles shows you the 101 most important things you need to know about usability and design. A practical reference for UX professionals, and a shortcut to greatness for anyone who needs a clear and wise selection of principles to guide their UX success. Learn the key principles that drive brilliant UX design.Enjoy 101 Principles including ‘Good UX has a Beginning, a Middle, and an End’, ‘Make Your Links Look Like Links’, ‘Don't Use Obsolete Icons’, ‘Decide Whether an Interaction Should Be Obvious, Easy, or Possible’, ‘Test with Real Users’, ‘Making the most of fonts’, ‘Good UX for search results’, and ‘Show your user - don't tell your user!’“Good to read from beginning to end, and a nice dip-in-and-out text, the chapter titles reminded me of principles I don't even think about explicitly when I likely should. The book inspired me to start more explicitly articulating some of the principles I just take for granted.”- Elizabeth Churchill, Director of User Experience at Google“This is a great practical read. It is convenient to use as a reference when solving real UX problems. I would definitely recommend it as an introduction to UX, but also as a good reminder of best practices for more experienced designers.”- Anne-Marie Léger, Designer at ShopifySome more of the 101 UX Principles featured in this book:Work with user expectations not against themHow to build upon established metaphorsHow to arrange navigation elementsHow to introduce new ideas to your userMatching pagination and content structureWhen invention is not good for UXStriving for simplicityReducing user tasksWhat to make clickableMaking the most of fontsMaking your links look like linksPicking the right control for the jobData input and what users care aboutHow to handle destructive user actionsWhen color should not convey informationTappable areas and the size of fingersGetting payment details the right wayUse the standard e-commerce patternIf you really must use a flat designWhen to use progress bars or spinnersDropdowns the right and wrong wayHandling just-off-screen contentHow to do Hamburger menus rightWhen to hide Advanced SettingsGood UX for Notifications
101 UX Principles. Actionable Solutions for Product Design Success - Second Edition
Will Grant
“This updated version of 101 UX Principles is a delight. It's an educational and fun provocation to look at the world of UX differently – solidly from the user's point of view.-Elizabeth Churchill, Director of User Experience, Google“A phenomenal reference guide. Complete with case studies, a record of personal experience, and visual examples, Grant makes it clear why these techniques have found their way into the canon of UX best practices.”-Jeff Gothelf, Author of Lean UX“..I recommend it to anyone looking to learn the basics and also for more experienced designers - the author’s candid opinions will force you to revisit some of your established assumptions!-Anne Marie-Leger, Staff Product Designer, Shopify“An absolute must-read, not only for UX designers, but this book is also super relevant for product managers trying to get better at product usability. Two enthusiastic thumbs up!-Trent Blakely, Sr. Product Manager, EquinixThis book is a manifesto of UX/UI design best practices to help you put the focus back on what really matters: the user. From UX laws to practical UI, color, typography, and accessibility advice, it’s all packed into this easy-to-consult and fun read:Essential UX lawsHandy best practicesSnippets of technical knowledge for anyone who wants to work in the digital space101 UX Principles demonstrates the success from best-in-class products and leads the way to delight your users. Keep it on your desk for quick reference, send as a gift to colleagues to build allies, or brandish it as your weapon of choice during meetings to fight for your users’ right to a better digital experience.Sneak a peek at some of the new and updated principles in this UX design book:Work with user expectations, not against themMake interactive elements obvious and discoverableOptimize your interface for mobileStreamline creating and entering passwordsRespect users' time and effort in your formsUse animation with care in user interfacesHow to handle destructive user actionsChatbots are usually a bad idea – and how to make them betterUse A/B testing to test your ideasLet users give feedback, but don't hassle themMake it clear to users if they're joining or signing-inOnly use modal views for blocking actionsHow complexity can be good for some users
101 UX Principles audiobook. Actionable Solutions for Product Design Success - Second Edition
Will Grant
Design is everywhere. Take a look around you right now and consider the products and services we use every day. You'll notice that our computer and phone operating systems, our web browsers, and the apps we use to work, order food, socialize and even date have been designed by UX specialists to offer you the best experiences when using their products and services.Of course, not all online experiences are designed with our best interests in mind. That's exactly why UX design is such an exciting and rewarding field?by learning the logic behind what people engage with and implementing it in your UX work, you can craft intuitive, accessible, and highly functional designs for your digital products.The 2nd edition of 101 UX Principles is the perfect companion when working on digital projects and making the right decisions for your users. From landing pages and checkout basket UIs to startup launch products and enterprise software solutions, a rich user experience design will maximize the success of your product.The audiobook includes an exclusive invitation to join an online UX designers' community, where you can read the book alongside peers and other UX designers, and participate in various challenges and discussions with the author. See you there!
David Hoyle
Data science combines the power of data with the rigor of scientific methodology, with mathematics providing the tools and frameworks for analysis, algorithm development, and deriving insights. As machine learning algorithms become increasingly complex, a solid grounding in math is crucial for data scientists. David Hoyle, with over 30 years of experience in statistical and mathematical modeling, brings unparalleled industrial expertise to this book, drawing from his work in building predictive models for the world's largest retailers. Encompassing 15 crucial concepts, this book covers a spectrum of mathematical techniques to help you understand a vast range of data science algorithms and applications. Starting with essential foundational concepts, such as random variables and probability distributions, you’ll learn why data varies, and explore matrices and linear algebra to transform that data. Building upon this foundation, the book spans general intermediate concepts, such as model complexity and network analysis, as well as advanced concepts such as kernel-based learning and information theory. Each concept is illustrated with Python code snippets demonstrating their practical application to solve problems.By the end of the book, you’ll have the confidence to apply key mathematical concepts to your data science challenges.
30 лет с Учением Жизни. Размышления врача о человеке и человечестве
Людмила Стрельцова
Книга популярно описывает основные положения Учения Жизни, подробно изложенные в трудах Е.П. Блаватской, Е.И. Рерих и З.В. Душковой. На страницах книги рассказывается о Братстве Великих Учителей, которые протянули руки помощи людям Земли миллионы лет назад. Мудрость Великих Учителей открывает нам удивительно разумную жизнь построений Космоса, братскую взаимопомощь Руководителей планет во всех построениях и даже в случаях бедствий.
Jaime Kelly
In the intricate world of 3D character rigging with Blender, aspiring artists often find themselves grappling with the daunting challenge of achieving results akin to seasoned professionals. This book is your guide to overcoming that very challenge, providing you with the necessary knowledge and skills to excel in this complex art form.As you embark on this creative journey, this book will guide you through a carefully crafted flow. Beginning with the basics, the first part of the book will teach you how to add structure to an empty canvas and master the art of weight painting in Blender. You'll delve into the intricacies of rigging humanoid characters, gain a deep understanding of the essential buttons and techniques, and discover invaluable success-boosting tips.Starting with simple mesh deformation using a single bone, you'll progress steadily toward the mastery of fully rigging a human character, all while comprehending the reasons behind each step in the process. Furthermore, the book leaves you with a selection of advanced techniques, fully explained, paving the way for a natural progression in your artistic journey and allowing you to continuously refine and enhance your skills.By the end of the book, you'll excel at crafting character rigs, seamlessly meeting professional pipeline demands in diverse teams and studios.
Xudong Ma, Vishakh Hegde, Lilit Yolyan
With this hands-on guide to 3D deep learning, developers working with 3D computer vision will be able to put their knowledge to work and get up and running in no time.Complete with step-by-step explanations of essential concepts and practical examples, this book lets you explore and gain a thorough understanding of state-of-the-art 3D deep learning. You’ll see how to use PyTorch3D for basic 3D mesh and point cloud data processing, including loading and saving ply and obj files, projecting 3D points into camera coordination using perspective camera models or orthographic camera models, rendering point clouds and meshes to images, and much more. As you implement some of the latest 3D deep learning algorithms, such as differential rendering, Nerf, synsin, and mesh RCNN, you’ll realize how coding for these deep learning models becomes easier using the PyTorch3D library.By the end of this deep learning book, you’ll be ready to implement your own 3D deep learning models confidently.