“…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. …”

“…What you will learn Set up GLFW and GLEW on Windows and macOS with absolute, relative Linking Set up SDL and SFML on your system using absolute and relative Linking Draw using the simple shaders Create a camera and learn to populate your game world with objects Learn about color and lighting concepts to create an amazing game world Understand model loading and cube mapping to advance your game Who this book is for This book is targeted towards anyone and everyone who is interested in creating games, learning how game engines work and most importantly for anyone who is interested in learning OpenGL. The ideal reader for this book would be anyone with a passion for learning game development or looking out for an OpenGL reference guide. …”

“…Work with Viktor and dive into the creation and exploration of Kubernetes with a series of hands-on guides. Style and approach Readers join Viktor Farcic as he continues his exploration of DevOps and begins to explore the opportunities presented by Kubernetes…”

“…Finally, you will get a short overview of how Cognitive Toolkit fits in to a DevOps environment What you will learn Set up your deep learning environment for the Cognitive Toolkit on Windows and Linux Pre-process and feed your data into neural networks Use neural networks to make effcient predictions and recommendations Train and deploy effcient neural networks such as CNN and RNN Detect problems in your neural network using TensorBoard Integrate Cognitive Toolkit with Azure ML Services for effective deep learning Who this book is for Data Scientists, Machine learning developers, AI developers who wish to train and deploy effective deep learning models using Microsoft CNTK will find this book to be useful. Readers need to have experience in Python or similar object-oriented language like C# or Java…”

“…By end of the book, you will have understood how to utilize various Julia packages and a few open source libraries such as Tesseract and OpenCV to solve computer vision problems with ease. Style and approach Readers will be taken through various packages that support image processing in Julia, ..…”

“…We then focus on the key components of building applications that employ the Web API, such as Kestrel, Middleware, Filters, Logging, Security, and Entity Framework.Readers will be introduced to take the TDD approach to write test cases along with the new Visual Studio 2017 live unit testing feature. …”

“…Style and approach This is a practical, hands-on, comprehensive guide to AWS, helping readers understand AWS in a step by step manner…”

“…This book features the engaging prose style familiar to readers of his other books. You will learn why mercury-filled cables are not a good idea, the pitfalls of plating gold on copper, and what quotes from Star Trek have to do with PCB design. …”

“…What you will learn Use RNN models in Magenta to generate MIDI percussion, and monophonic and polyphonic sequences Use WaveNet and GAN models to generate instrument notes in the form of raw audio Employ Variational Autoencoder models like MusicVAE and GrooVAE to sample, interpolate, and humanize existing sequences Prepare and create your dataset on specific styles and instruments Train your network on your personal datasets and fix problems when training networks Apply MIDI to synchronize Magenta with existing music production tools like DAWs Who this book is for This book is for technically inclined artists and musically inclined computer scientists. Readers who want to get hands-on with building..…”

“…. • Use your iOS mobile device as an eBook reader, portable gaming machine, and feature-packed music and video player…”