Through a recent series of breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data. This best-selling book uses concrete examples, minimal theory, and production-ready Python frameworks--scikit-learn, Keras, and TensorFlow--to help you gain an intuitive understanding of the concepts and tools for building intelligent s...

Microsoft Hybrid Cloud Unleashed cuts through the hype to explain what exactly hybrid cloud is, present complete ITIL-based implementation strategies, guide you through deploying the brand-new Microsoft Azure Stack, and help you use System Center 2016 to maximize the value of your private cloud investment. Written by an expert team of Microsoft System Center Cloud and Datacenter MVPs and Microsoft Senior Premier Field Engineers, it covers all-new material included in no other System Center Un...

With this updated second edition, you'll learn how many of the most fundamental data science tools and algorithms work by implementing them from scratch.

For Database Systems and Database Design and Application courses offered at the junior, senior and graduate levels in Computer Science departments. Written by well-known computer scientists, this introduction to database systems offers a comprehensive approach, focusing on database design, database use, and implementation of database applications and database management systems. The first half of the book provides in-depth coverage of databases from the point of view of the database designer,...

As a result of a rigorous, methodical process that (ISC)(2) follows to routinely update its credential exams, it has announced that enhancements will be made to both the Certified Information Systems Security Professional (CISSP) credential, beginning April 15, 2015. (ISC)(2) conducts this process on a regular basis to ensure that the examinations and subsequent training and continuing professional education requirements encompass the topic areas relevant to the roles and responsibilities of ...

Motion graphics are no longer just for movie and television screens. You now see motion graphics anywhere there’s a moving image, including your desktop web browser, your smartphone, and on digital signage when you shop or travel. Creating motion graphics with Adobe After Effects can enhance your value as a creative professional.

Learn Adobe After Effects CC by building cool creative projects that teach you how to: Apply and customize effects and layer styles, and use animation presets to a...

Now that video is on practically every screen around us, working with video is an essential skill for a creative professional. Becoming proficient in Adobe Premiere Pro CC can help you deliver video for a wide range of projects, from web-friendly smartphone video to high-definition content for room-sized screens. Learn Adobe Premiere Pro CC by building cool creative projects that teach you how to: · Develop a promotional video that includes a voiceover, a title, and a logo · Com...

How to make customers feel good about doing what you want Learn how companies make us feel good about doing what they want. Approaching persuasive design from the dark side, this book melds psychology, marketing, and design concepts to show why we re susceptible to certain persuasive techniques. Packed with examples from every nook and cranny of the web, it provides easily digestible and applicable patterns for putting these design techniques to work.

Intermediate

The most up-to-date, comprehensive overview of e-commerce today. For courses in e-commerce. E-Commerce 2023: Business, Technology, Society, Global Edition is an in-depth, thought-provoking introduction to e-commerce focusing on key concepts and the latest empirical and financial data.

Hundreds of examples from companies such as Meta (R), TikTok (R), Netflix (R), YouTube (R), Walmart (R) and Amazon (R) illustrate how e-commerce is altering business practices and driving shifts in the global ec...