“…What you will learn Use mutual information maximization techniques to perform unsupervised learning Use segmentation to identify the pixel-wise class of each object in an image Identify both the bounding box and class of objects in an image using object detection Learn the building blocks for advanced techniques - MLPss, CNN, and RNNs Understand deep neural networks - including ResNet and DenseNet Understand and build autoregressive models – autoencoders, VAEs, and GANs Discover and implement deep reinforcement learning methods Who this book is for This is not an introductory book, so fluency with Python is required. The reader should also be familiar with some machine learning approaches, and practical experience with DL will also be hel..…”

“…Work with Viktor and dive into the creation of self-adaptive and self-healing systems within Docker. Style and approach Readers join Viktor Farcic as he continues his exploration of Docker and begins to explore new opportunities with the platform…”

“…This book will enable the reader to make use of this rapidly evolving technology to build highly scalable applications within AWS using different architectures. …”

“…More than anything, however, this is Murch's own story of what seemed to many a crazy endeavor-- told through photos, journal entries, email musings, and anecdotes that give readers an inside view of what the film editor does and how this particular film progressed through post-production. …”

“…Product overview The book is divided into two parts, which examine the pandemic threat and explain how businesses can address it: Part I: Understanding the Threat The first, shorter, part provides the reader with a detailed overview of the challenge that pandemic threats can present. …”

“…No prior shell scripting experience is needed but in case you do this book will make a pro quickly. Readers should have a basic understanding of the..…”

“…., and implement in the included project Create a complete game from ground up using prefab models and the code reviewed throughout the text Who This Book Is For Readers with some coding experience, an understanding of classes in an OOP language, and solid experience using the Unity Editor. …”

“…You'll create CI/CD pipelines that are triggered through GitHub pull request events, and also understand the various Jenkinsfile syntax types to help you develop a build and release process unique to your requirements. For readers who are new to Amazon Web Services, the book has a dedicated chapter on AWS with screenshots. …”

“…Nordic Homicide in Deep Time helps the reader to understand modern homicide by revealing the historical continuities and changes in lethal violence. …”

“…What you will learn Discover the machine learning applications for genomics Explore deep learning concepts and methodologies for genomics applications Understand supervised deep learning algorithms for genomics applications Get to grips with unsupervised deep learning with autoencoders Improve deep learning models using generative models Operationalize deep learning models from genomics datasets Visualize and interpret deep learning models Understand deep learning challenges, pitfalls, and best practices Who this book is for This deep learning book is for machine learning engineers, data scientists, and academicians practicing in the field of genomics. It assumes that readers have intermediate Python programming knowledge, basic knowledge of Python libraries such as NumPy and Pandas to manipulate and parse data, Matplotlib, and Seaborn for visualizing data, along with a base in genomics and genomic analysis concepts…”

“…The book discusses how companies can do this by rethinking approaches to job design, staffing, development, management, compensation, and organizational culture. Readers will leave this book with a better understanding of how and why work is changing, and tactical tips and frameworks to redesign their workforce management methods to leverage the power of employee experience to create more successful companies…”

“…The book is written for engineers, students in engineering and CAD / methodology experts. Readers should have some background in standard design techniques like entering a design in a schematic capture and simulating it, and also know about major technology aspects…”

“…Over 80 recipes to get up and running with CentOS 7 Linux server About This Book A practical guide to install, configure, administer and maintain CentOS 7 servers An in-depth guide to the CentOS 7 operating system, exploring its various new features and changes in server administration Presents tricks and solutions to tackle common server issues with the help of practical examples and real-life scenarios Who This Book Is For This book is targeted at beginner and more experienced system administrators alike who want to use CentOS as their server solution. Readers do not need much pre-knowledge or experience at all to work with this book. …”

“…What You Will Learn Understand the theory of Procedural Content Generation Learn the uses of Pseudo Random Numbers Create reusable algorithm designs for PCG Evaluate the data structures for PCG Develop smaller games with larger amounts of content Generate content instead of spending time designing every minute detail Learn when and how to add PCG to your game Learn the fundamental techniques of PCG In Detail Procedural Content Generation is a process by which game content is developed using computer algorithms, rather than through the manual efforts of game developers. This book teaches readers how to develop algorithms for procedural generation that they can use in their own games. …”

“…Build it is packed with tips, tools and real-life examples from employers including NASDAQ, Unilever, IBM, KPMG, 3M, and McDonald's to help you start doing this not tomorrow, but today. Readers will learn: How employee engagement helps companies perform The key factors that drive engagement, and how they work together What the world's most rebellious companies have done to break the rules of traditional HR and improve engagement How to implement The Engagement BridgeTM model to boost productivity, innovation, and better decision-making Unique in this category, Build it is written from two sharply different perspectives. …”

“…Style and approach This book is a thorough, step-by-step guide showing readers how to build complete web apps with Vue.js. …”

“…What’s Inside Understanding why people do what they do Effective coaching Influencing team members and managers Advice from industry leaders About the Reader This book is for anyone with a year or more of experience working on a team as a lead or team member. …”

“…It presents a fully worked case study of a functioning ASP.NET MVC application that readers can use as a template for their own projects. …”

“…The book is an excellent choice for people who have computer skills but would also like to learn HTML and CSS. For readers who have little or no knowledge of HTML and CSS, the book will teach enough to complete all the projects in the book…”

“…He runs the website www.davidlprowse.com, where he gladly answers questions from students and readers. Skill Level Beginner What You Will Learn All the objectives in the CompTIA A+ 220-902 exam Real-world skills Who Should Take This Course The target audience for CompTIA A+ 220-902 are people looking to pass the CompTIA exam as well as those interested in entering the IT field, current computer technicians, help desk technicians, and LAN support specialists. …”