“…What you will learn Understand the key mathematical concepts for building neural network models Discover core multivariable calculus concepts Improve the performance of deep learning models using optimization techniques Cover optimization algorithms, from basic stochastic gradient descent (SGD) to the advanced Adam optimizer Understand computational graphs and their importance in DL Explore the backpropagation algorithm to reduce output error Cover DL algorithms such as convolutional neural networks (CNNs), sequence models, and generative adversarial networks (GANs) Who this book is for This book is for data scientists, machine learning developers, aspiring deep learning developers, or anyone who wants to understand the foundation of deep learning by l..…”

“…What you will learn Create efficient project plans using Microsoft Project 2019 Get to grips with resolving complex issues related to time, budget, and resource allocation Understand how to create automated dynamic reports Identify and protect the critical path in your project and mitigate project risks Become well-versed with executing Agile projects using MS Project Understand how to create custom reports and make them available for future projects Who this book is for If you use Microsoft Office and are looking to use MS Project to manage your projects efficiently, this book is for you. Project managers or anyone interested in project management will also find this book us..…”

“…What you will learn Understand when to use an RTOS for a project Explore RTOS concepts such as tasks, mutexes, semaphores, and queues Discover different microcontroller units (MCUs) and choose the best one for your project Evaluate and select the best IDE and middleware stack for your project Use professional-grade tools for analyzing and debugging your application Get FreeRTOS-based applications up and running on an STM32 board Who this book is for This book is for embedded engineers, students, or anyone interested in learning the complete RTOS feature set with embedded devices. …”

“…It was written for those photographers with a passion and interest in creative photography. Anyone who is pursuing their work as art, is in need of inspiration, or is interested in the writings of a full-time working photographic artist will benefit from reading this book. …”

“…What you will learn Get up to speed with implementing and managing identity and access Understand how to employ and manage threat protection Get to grips with managing governance and compliance features in Microsoft 365 Explore best practices for effective configuration and deployment Implement and manage information protection Prepare to pass the Microsoft exam and achieve certification with the help of self-assessment questions and a mock exam Who this book is for This Microsoft certification book is designed to help IT professionals, administrators, or anyone looking to pursue a career in security administration by becoming certified with Microsoft's role-based qualification. …”

“…What you will learn Gain an overview of the different types of simulation models Get to grips with the concepts of randomness and data generation process Understand how to work with discrete and continuous distributions Work with Monte Carlo simulations to calculate a definite integral Find out how to simulate random walks using Markov chains Obtain robust estimates of confidence intervals and standard errors of population parameters Discover how to use optimization methods in real-life applications Run efficient simulations to analyze real-world systems Who this book is for Hands-On Simulation Modeling with Python is for simulation developers and engineers, model designers, and anyone already familiar with the basic computational methods that are used t..…”

“…Skill Level All Levels What You Will Learn Creating Web Apps in Azure App Service Deploying Web Apps to Azure App Service Configuring Web Apps * SSL * Custom domain names * Traffic routing * Traffic Manager * Authentication and authorization Backing up and cloning Web Apps Using deployment slots Scaling up and scaling out Monitoring Web Apps and setting alerts Troubleshooting error messages Troubleshooting slow performance Who Should Take This Course Anyone who would like to take advantage of the speed and power of a website running on Web Apps in Azure App Service. …”

“…Sports Performance Measurement and Analytics will be an indispensable resource for anyone who wants to bring analytical rigor to athletic competition: students, professors, analysts, fans, physiologists, coaches, managers, and sports executives alike. …”

“…Coverage includes • Modern performance analysis and tuning: terminology, concepts, models, methods, and techniques • Dynamic tracing techniques and tools, including examples of DTrace, SystemTap, and perf • Kernel internals: uncovering what the OS is doing • Using system observability tools, interfaces, and frameworks • Understanding and monitoring application performance • Optimizing CPUs: processors, cores, hardware threads, caches, interconnects, and kernel scheduling • Memory optimization: virtual memory, paging, swapping, memory architectures, busses, address spaces, and allocators • File system I/O, including caching • Storage devices/controllers, disk I/O workloads, RAID, and kernel I/O • Network-related performance issues: protocols, sockets, interfaces, and physical connections • Performance implications of OS and hardware-based virtualization, and new issues encountered with cloud computing • Benchmarking: getting accurate results and avoiding common mistakes This guide is indispensable for anyone who operates enterprise or cloud env..…”

“…With this approach, Data Center Virtualization Fundamentals will be an indispensable resource for anyone preparing for the CCNA Data Center, CCNP Data Center, or CCIE Data Center certification exams. …”

“…Helping to address the aforementioned issues, ISO19770-1:2012 SAM Process Guidance: A kick-start to your SAM programme, is aimed at anyone looking to gain a better understanding of the concepts of software asset management and the resulting benefits it can bring to their business. …”

“…Here’s a small sample of what you’ll learn: • Discover Windows 8’s whole new approach to running a computer • Run Windows 8 the way that’s easiest for you: mouse, touch, or keyboard • Find and use the old Windows Desktop along with all your favorite Windows XP and 7 programs • Get online with Internet Explorer® 10 and master its new tools and shortcuts • Set up your home network, printer, and other devices • Master quick, easy new ways to use Facebook, Twitter, and LinkedIn® • Safeguard your personal information and keep it private • Enjoy all your digital photos, videos, movies, and music • Connect with anyone through email, messaging, and video chat • Discover and play new Windows 8 games, and use Windows to control your Xbox 360 • Manage even the most gigantic collections of data and media • Automatically back up your information to external drives, DVDs, or Microsoft SkyDrive® • Fix problems, protect yourself from viruses, and keep Windows 8 working reliably Paul Sanna is the author of almost two dozen computer books on topics such as Microsoft Windows, Internet Explorer, and Windows security. …”

“…Here’s just a sampling of what you’ll learn how to do: • Make the most of Mountain Lion’s new and revamped iPad-style apps • Share content on Facebook or Twitter instantly, without switching apps • Painlessly sync all your Apple devices (including your Macs, iPhone, iPad, or iPod touch) • Communicate more efficiently with Messages • Compete against other gamers online from your Mac • Get access to iCloud’s any time/any where free storage • Use Apple’s “Find My Mac” service to find and remotely password-protect your Mac if it’s lost or stolen • Get Notification Center to show you what you want–and only what you want • Transcribe voice dictation straight into your apps • Discover great shortcuts for apps like Contacts, Calendar, and Mail • Automatically back up your stuff with Time Machine • Organize your life with Reminders and create detailed To Do lists that sync with all of your computers and Apple mobile devices • Wirelessly simulcast presentations, home videos, and iTunes content to your TV (using Apple TV) • Use iPhoto’s Faces tool to sort images based on who’s in them, and then edit, print, and share them with ease • Hold free real-time videoconferences with other Apple users using FaceTime or anyone using Skype • Transition painlessly from any version of Windows®…”

“…Audience This course is for Product Owner, Scrum Master, Business Analyst, Business Owners, Support Teams, Maintenance Teams, Service and Sales Teams, and Development Support Teams. Anyone who wants answers to frequently misunderstood points within Agile/Scrum or an expert candidate who wants a concise, quick refresher on Agile or Scrum…”

“…An individual who wants to learn PySpark along with its implementation in realistic projects, machine learning or deep learning lovers, and anyone interested in artificial intelligence will be highly benefitted. …”

“…Finally, you'll focus on how to evaluate and recommend an architecture by developing performance benchmarks, estimations, and various decision metrics.By the end of this book, you'll be able to successfully orchestrate data architecture solutions using Java and related technologies as well as to evaluate and present the most suitable solution to your clients.What You Will Learn:Analyze and use the best data architecture patterns for problemsUnderstand when and how to choose Java tools for a data architectureBuild batch and real-time data engineering solutions using JavaDiscover how to apply security and governance to a solutionMeasure performance, publish benchmarks, and optimize solutionsEvaluate, choose, and present the best architectural alternativesUnderstand how to publish Data as a Service using GraphQL and a REST APIWho this book is for:Data architects, aspiring data architects, Java developers and anyone who wants to develop or optimize scalable data architecture solutions using Java will find this book useful. …”

“…But more importantly she is providing the reader with creative tool kit that is adaptable as well as practical for anyone who wants to make the best of the opportunities brought on by change and even tragedy . …”

“…Audience This course is designed for individuals who want to build CI/CD pipeline tools on various DevOps tools and anyone who wants to enhance their skills in the DevOps domain. …”

“…What you will learn Gain a solid understanding of the syntax in Java Explore the object-oriented programming basics of the Java language Discover how to implement functions in Java Understand which Java frameworks would be best for solving various problems Explore creational, structural, and behavioral patterns in Java Get to grips with server-side coding in Java Who this book is for This book is for anyone who is currently working with other programming languages and wishes to add Java to their skillset. …”

“…What you will learn Explore the uses and applications of different NLP techniques Understand practical data acquisition and system evaluation workflows Build cutting-edge and practical NLP applications to solve problems Master NLP development from selecting an application to deployment Optimize NLP application maintenance after deployment Build a strong foundation in neural networks and deep learning for NLU Who this book is for This book is for python developers, computational linguists, linguists, data scientists, NLP developers, conversational AI developers, and students looking to learn about natural language understanding (NLU) and applying natural language processing (NLP) technology to real problems. Anyone interested in addressing natural language problems will find this book useful. …”