“…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 Pre-process data to make it ready to use for machine learning Create data visualizations with Matplotlib Use scikit-learn to perform dimension reduction using principal component analysis (PCA) Solve classification and regression problems Get predictions using the XGBoost library Process images and create machine learning models to decode them Process human language for prediction and classification Use TensorBoard to monitor training metrics in real time Find the best hyperparameters for your model with AutoML Who this book is for Data Science with Python is designed for data analysts, data scientists, database engineers, and business analysts who want to m..…”

“…Next, you'll get hands-on machine learning experience, exploring how to use time series analysis and reinforcement learning to automate client procurements and banking and finance decisions. …”

“…About the Instructors Russ White has more than 20 years of experience in designing, deploying, breaking, and troubleshooting large-scale networks. Across that time, he has co-authored more than 40 software patents, has spoken at venues throughout the world, has participated in the development of several internet standards, has helped develop the CCDE and the CCAr, and has worked in Internet governance with the ISOC. …”

“…What You'll Learn: Achieve nearly instant loading times Implement service workers to make your app load faster and work while users are offline Keep users engaged with web notifications Measure the performance and reach of your web applications Transform your existing web app into a progressive web app Create a progressive web app from scratch Understand what building a truly fast web app entails with Google’s PRPL pattern This book is for web developers with prior JavaScript experience. …”

“…You'll learn these 17 basic troubleshooting procedures (along with the reasons they can help): Force-quit an app Restart your Mac Log in to another user account Start up from another volume Run disk repair utilities Erase and restore from a backup Repair permissions (in Yosemite and earlier) Start up in safe mode Check preference files Reset NVRAM or SMC Use Activity Monitor Check free disk space Check log files Clear caches Check your RAM Test for reproducibility Get system information Joe also explains how to solve 21 common problems, including: Your Mac won't turn on Your Mac stalls during startup Your Mac keeps turning itself off Your fan runs excessively Your Mac is abnormally slow (read Take Control of Speeding Up Your Mac for full details) You can't empty the Trash An app grinds to a halt An app crashes You experience repeated kernel panics The keyboard or mouse doesn't work You lose your internet connection Printing doesn't work Spotlight searches fail Keychain (seemingly) forgets passwords Apple Mail fails to connect Time Machine misbehaves A volume won't unmount The "Open With" menu contains errors iCloud Data doesn't sync properly Continuity features fail Your laptop's battery misbehaves…”

“…Your ten-day schedule will look like this: Day 1 - Exploring the basics, such as writing your first line of Swift and getting started with Xcode Day 2 - Delving further into Swift and creating a Tip Calculator Day 3 - Learning about Table Views while creating an app to remember jokes - the Joke Bank app Day 4 - Understanding advanced Swift functions, classes, and methods and applying these skills to the Joke Bank App Day 5 - Creating a functional To-Do List app Day 6 - Adding Core Data to your To-Do app to save your items Day 7 - Adding images to an app and allowing users to take a photo Day 8 - Making a Bitcoin Price Tracker that connects with an API to display real-time Bitcoin prices Day 9 - Using the new Core ML 2 to learn the basics of machine learning Day 10 - Submitting your app to the App Store and learning how to make money with iOS This course can be downloaded easily so you can even use it offline…”

“…The video wraps up covering timely machine learning topics such as cluster analysis, dimensionality reduction, and social networks. …”

“…Distributed systems sessions, including Amy Boyle (New Relic) on building distributed real-time stream processing systems and José Carlos Chávez's (Typeform) explanation of distributed tracing. …”

“…Opening Gambits and compelling linkages Master the art of online Web conferencing Connecting with your invisible audience From brainstorming through delivery Crafting the Power Presentation, one step at a time…”

“…He has contributed to Wired.com’s GeekDad blog for four years and blogged at Make: Online for two, publishing more than 1,500 posts during that time. He is now writing a book about Lego…”

“…Coverage includes Migrating legacy .NET software to more flexible, extensible, and maintainable architectures—without breaking it Reengineering web applications with the MVC pattern, Winforms software with MVP, and WPF/Silverlight¿ systems with MVVM Asking the right questions to predict refactoring problems before they happen Planning and organizing reengineering projects to apply the right expertise to each task at the right time Using innovative Test Doubling to make unit testing even more effective Applying Dependency Inversion to break tight coupling and promote easier development and testing Leveraging source control, defect tracking, and continuous integration “Cleaning up” legacy solutions to improve them before you even touch business logic Establishing solid development infrastructure to support your reengineering project Refactoring to services—including advanced techniques using Repositories, Domain Models,¿ and the Command Dispatcher Refactoring to controller/view or ViewModel/View pairs…”

“…It discusses a design process for a services portfolio that meets the goals of SOA and at the same time designs services that comply with the established REST constraints. …”

“…Nearly 1,500 well-organized, up-to-date definitions cover every facet of supply chain design, planning, management, and optimization. For the first time, this remarkable reference brings together up-to-the-minute information about topics ranging from accounting and customer service to transportation and warehousing. …”

“…Nearly 1,500 well-organized, up-to-date definitions cover: accounting, customer service, distribution, e-business, economics, finance, forecasting, HR, industrial engineering, industrial relations, inventory management, healthcare management, Lean, logistics, maintenance engineering, management IS, marketing/sales, product development, operations research, organizational behavior/management, time management, production planning/control, purchasing, reliability, quality, service management, simulation, statistics, strategic management, systems engineering, supply chain management, theory of constraints, transportation, warehousing, and more. …”

“…Now, the power of the Internet—particularly social media—enables anyone to connect with more investors in less time than it used to take to connect with one. The investing pool is open, everyone is in—and The Crowdfunding Revolution shows how to get to the forefront of the new world of venture financing. …”

“…. * Get started quickly with Windows Phone XAML development in Visual Studio * Master the Capabilities Model, threading, and the Execution Model * Create attractive mobile interfaces using Windows Phone’s rich set of controls, including the Windows Phone Toolkit * Make the most of the application bar and other interface elements * Enhance user experience with advanced support for touch, gestures, and sensors * Build location-aware apps that use Nokia Maps and location services * Incorporate speech-driven experiences * Quickly internationalize apps for global markets * Leverage Windows Phone 8’s improved camera support * Connect apps to online services via SOAP, REST, and OData * Validate user input on the client side or via WCF services * Use Windows Phone 8’s powerful local database support * Implement background actions, file transfers, and audio playback * Automatically launch your app using file and protocol associations * Unit test to find defects earlier, saving time and money…”

“…A key to software quality is to iterate many times on all development steps except coding: Do this once. …”

“…Complex-event processing is required when multiple events occurring throughout an organization must be sensed, analyzed, prioritized, and acted on in real time. Architecting Complex-Event Processing Solutions with TIBCO® shows how to design and architect complex-event processing systems, addressing all their complexities and achieving maximum efficiency and effectiveness, while delivering superior business value. …”

“…Firsthand accounts from business development executives across many industries, from tech to television to finance, bring to life such topics as: How to consistently identify and land the best strategic alliances for your business Why people say "yes" and why they say "no" Etiquette for making introductions and reaching out to people in ways that elicit responses Monitoring core metrics to know where to invest your time In addition to implementable advice and techniques from the top minds in the industry, this complete resource features an entire section of best practices for every step of the partnering process. …”