“…A core tenant of machine learning is a strong focus on data preparation, and a full exploration of the various types of learning algorithms illustrates how the proper tools can help any developer extract information and insights from existing data. …”

“…Unlock deeper insights into Machine Leaning with this vital guide to cutting-edge predictive analytics About This Book Leverage Python’s most powerful open-source libraries for deep learning, data wrangling, and data visualization Learn effective strategies and best practices to improve and optimize machine learning systems and algorithms Ask – and answer – tough questions of your data with robust statistical models, built for a range of datasets Who This Book Is For If you want to find out how to use Python to start answering critical questions of your data, pick up Python Machine Learning – whether you want to get started from scratch or want to extend your data science knowledge, this is an essential and unmissable resource. What You Will Learn Explore how to use different machine learning models to ask different questions of your data Learn how to build neural networks using Pylearn 2 and Theano Find out how to write clean and elegant Python code that will optimize the strength of your algorithms Discover how to embed your machine learning model in a web application for increased accessibility Predict continuous target outcomes using regression analysis Uncover hidden patterns and structures in data with clustering Organize data using effective pre-processing techniques Get to grips with sentiment analysis to delve deeper into textual and social media data In Detail Machine learning and predictive analytics are transforming the way businesses and other organizations operate. …”

“…This practical guide also addresses the impact of new and emerging technologies on future trends in social engineering. Explore the evolution of social engineering, from the classic con artist to the modern social engineer Understand the legal and ethical aspects of performing a social engineering test Find out why social engineering works from a victim's point of view Plan a social engineering test--perform a threat assessment, scope the test, set goals, implement project planning, and define the rules of engagement Gather information through research and reconnaissance Create a credible social engineering scenario Execute both on-site and remote social engineering tests Write an effective social engineering report Learn about various tools, including software, hardware, and on-site tools Defend your organization against social engineering attacks…”

“…Welcome to the leading edge of data science, where new architectures and techniques for harnessing, analyzing, and exploring vast troves of information are being built and tested. …”

“…Originally presented as a live online event, all six presentations are now available to view at your leisure, including: Getting to simple: Deploying IoT at scale Pilgrim Beart, Founder, AlertMe.com Ltd. Explore the underlying factors and trends driving IoT design requirements, with lessons learned—and pitfalls to avoid—from Pilgrim Beart’s experience scaling his Connected Home service into the millions. …”

“…Training topics include: Principles of Mobile Interface Design —Explore practical principles through visual examples Responsive Web Design Bootcamp —Adopt future-friendly strategies that support a full range of user contexts with a single codebase Advanced CSS Styling & Animation —Deliver 2D & 3D transformations, simple transitions, powerful animations, and other advanced visual effects Touch & Gesture Event Handling —Speed up your site’s responsiveness with touch events and gesture interactions Building Hybrid Apps with PhoneGap —Create apps for Google Play and other app stores that access native mobile device APIs Debugging Mobile Web Apps —Learn cutting-edge tools for debugging websites and apps across multiple platforms and devices Jonathan Stark is a mobile strategy consultant who helps organizations such as CVS, Staples, Time, Nokia, Intel, and others with mobile strategy, tactics, and training. …”

“…As well as covering basic equipment requirements and shooting techniques, the book explores what makes a good time-lapse story, visualization, and advanced skills for creating multi-faceted time-lapse sequences. …”

“…This book requires a moderate level of system administration and familiarity with cloud concepts. What You Will Learn Explore the main architecture design of OpenStack components and core-by-core services, and how they work together Design different high availability scenarios and plan for a no-single-point-of-failure environment Set up a multinode environment in production using orchestration tools Boost OpenStack's performance with advanced configuration Delve into various hypervisors and container technology supported by OpenStack Get familiar with deployment methods and discover use cases in a real production environment Adopt the DevOps style of automation while deploying and operating in an OpenStack environment Monitor the cloud infrastructure and make decisions on maintenance and performance improvement In Detail In this second edition, you will get to grips with the latest features of OpenStack. …”

“…Explore solutions to your most challenging data problems How are large businesses using data? …”

“…Organization Development Fundamentals provides a starting point for those interested in learning more about taking this proactive approach. The authors explore the many facets of organization development and change management, including the theories, models, and steps necessary to complete the process. …”

“…Download these videos or stream them through our HD player, and catch up with this year’s lineup of speakers—seasoned pros as well as notable newcomers—as they share their experience and expertise on the emerging methods, tools, and technologies. You’ll explore workshops and sessions in: Cross-platforming Development tools Frameworks HTML5 and CSS3 Interface and experience design Pure code and JavaScript Security Server-side technology Get even better at what you do. …”

“…Learning Environments by Design deeply explores today’s workplace learning. This book empowers you to customize learning for your workforce and unearths the answers to the questions you’ve been asking: How does learning happen? …”

“…Introduction to Social Media Marketing has a particular focus on ROI (return on investment), to help you think critically about the value social media could bring a business or organization. You'll explore the question of whether or not it's worth it to invest time and money in each social media channel. …”

“…Learn, prepare, and practice for AWS Certified SysOps Administrator Associate (SOA-C01) exam success with this Cert Guide from Pearson IT Certification, a leader in IT Certification learning. Explore the AWS Certified SysOps Administrator Associate (SOA-C01) exam topics as defined in the latest official exam objectives from Amazon Pre-test your knowledge before each chapter with core concept quizzes Assess your knowledge and retention with chapter-ending open-ended questions Review key concepts with exam preparation tasks Practice with realistic exam questions covering the entire body of exam objectives AWS Certified SysOps Administrator Associate (SOA-C01) Cert Guide is a best-of-breed exam study guide. …”

“…Previous studies of judicial opinions have explored rhetorical strategies that produce legitimacy, but none have examined the laudatory, even operatic, forms of writing Supreme Court justices have used to justify fundamental rights decisions. …”

“…Departing from past studies that have found in such depictions an unchanging, idealized masculinity, Representing the East German Soldier shows how cultural works both before and after reunification portrayed violence, physical vulnerability, military theatricality, and the powerful emotions and desires of conscripts to explore a surprisingly wide range of complex and contested masculinities…”

“…Elizabeth Hutchinson identifies this collecting as part of a larger "Indian craze" and links it to other activities such as the inclusion of Native American artifacts in art exhibitions sponsored by museums, arts and crafts societies, and World's Fairs, and the use of indigenous handicrafts as models for non-Native artists exploring formal abstraction and emerging notions of artistic subjectivity. …”

“…The world's food system is broken, and today's peasant societies are at a crossroads. This collection explores the multiplicity of problems faced by global family agricultures in the current neoliberal era. …”

“…By picking up where his enormously popular Visual QuickStart Guide left off, best-selling author Jason Cranford Teague explores the advanced DHTML and CSS programming techniques you need to take your Web sites to the next level. …”

“…This report explores how knowledge translation (KT) and cultural contexts are conceptualized and utilized, with a focus on health policy-making theory and practice. …”