Data og IT

Gain the confidence you need to apply machine learning in your daily work. With this practical guide, author Matthew Kirk shows you how to integrate and test machine learning algorithms in your code, without the academic subtext.Featuring graphs and highlighted code examples throughout, the book features tests with Pythons Numpy, Pandas, Scikit-Learn, and SciPy data science libraries. If youre a software engineer or business analyst interested in data science, this book will help you:Reference real-world examples to test each algorithm through engaging, hands-on exercisesApply test-driven development (TDD) to write and run tests before you start codingExplore techniques for improving your machine-learning models with data extraction and feature developmentWatch out for the risks of machine learning, such as underfitting or overfitting dataWork with K-Nearest Neighbors, neural networks, clustering, and other algorithms

Walt Disney¿s team of core animators, whom he affectionately called his "Nine Old Men," were known for creating Disney¿s most famous works, as well as for refining the 12 basic principles of animation. Follow master animator and Disney legend Andreas Deja as he takes you through the minds and works of these notable animators. An apprentice to the Nine Old Men himself, Deja gives special attention to each animator and provides a thoughtful analysis on their techniques of figure drawing, acting, story structure, and execution. In addition, rare sequential drawings from the Disney archives give you unprecedented access and insight into the creative minds who changed the course of animation.

"Updated for Processing 3.0"--Page 4 of cover.

This stunning book explores the rich mythology of Assassin's Creed, featuring the art and history of the series from the first groundbreaking game through the graphic novels to the DLCs.

The book will quickly get students started using Go effectively from the beginning, and by the end, they will know how to use it well to write clear, idiomatic and efficient programs to solve real-world problems. They'll understand not just how to use its standard libraries, but how they work, and how to apply the same design techniques to their own projects.

In this practical guide, you'll learn how to use Cython to improve Python's performance - up to 3000x - and to wrap C and C++ libraries in Python with ease. Author Kurt Smith takes you through Cython's capabilities, with sample code and in-depth practice exercises.

Full coverage of functional programming and all OCA Java Programmer exam objectives OCA, Oracle Certified Associate Java SE 8 Programmer I Study Guide, Exam 1Z0-808 is a comprehensive study guide for those taking the Oracle Certified Associate Java SE 8 Programmer I exam (1Z0-808).

The bestselling JavaScript guide, updated with current features and best practices Beginning JavaScript 5th Edition shows you how to work effectively with JavaScript frameworks, functions, and modern browsers, and teaches more effective coding practices using HTML5.

Retaining the same accessible format of the popular first edition, this book explains how to easily perform an analytical task in both SAS and R. Through the extensive indexing and cross-referencing, users can directly find and implement the material they need. This edition now covers RStudio, a powerful and easy-to-use interface for R. Along with extended examples of simulations, it also incorporates a number of additional topics, including APIs, reproducible analysis tools, database management systems, MCMC methods, and finite mixture models.

In this practical guide, CSS expert Lea Verou provides 47 undocumented techniques and tips to help intermediate-to advanced CSS developers devise elegant solutions to a wide range of everyday web design problems.Rather than focus on design, CSS Secrets shows you how to solve problems with code. You'll learn how to apply Lea's analytical approach to practically every CSS problem you face to attain DRY, maintainable, flexible, lightweight, and standards-compliant results.Inspired by her popular talks at over 60 international web development conferences, Lea Verou provides a wealth of information for topics including:Backgrounds and BordersShapesVisual EffectsTypographyUser ExperienceStructure and LayoutTransitions and Animations

Shows readers how to use Scrum to quickly and seamlessly implement extreme programming while producing software. This Agile software process allows companies to implement programming quickly and immediately and to begin producing software incrementally in as little as 30 days.

The D3300 is Nikon's entry-level DSLR. It has a 24-megapixel sensor; the pixel count may be the same as the D3200, but there's a major difference as the D3300 has dispensed with an 'anti-aliasing' filter in front of its sensor to make images even sharper. This is a step-by-step guide that is intended for entry-level digital SLR users.

Canon's Rebel T5/EOS1200D replaces the Rebel T3/EOS 1100D, and is intended for entry-level photographers. The camera features an 18 megapixel CMSOS (APS-C) image sensor, a high-performance DIGIC 4 image processor, and a nine-point autofocus (AF) system. This title provides practical tips on how to get the best from this camera.

This bestseller helps students understand the algorithms of machine learning. It puts them on a path toward mastering the relevant mathematics and statistics as well as the necessary programming and experimentation. Along with improved Python code, this second edition includes two new chapters on deep belief networks and Gaussian processes. It incorporates new material on the support vector machine, random forests, the perceptron convergence theorem, filters, and more. All of the code is available on the author¿s website.

Does the subject of data analysis make you dizzy? This book features introduction to exploratory data analysis, the lowdown on collecting, cleaning, and organizing data, everything you need to know about interpreting data using common software and programming languages. It helps you to identify valid, useful, and understandable patterns in data.

The ultimate hands-on guide to IT security and proactive defense The Network Security Test Lab is a hands-on, step-by-step guide to ultimate IT security implementation.

Crafted to resemble a set of Abstergo case files, this book provides a glimpse into the technology that allows characters to inhabit the lives of their ancestors - a cornerstone of the Assassin's Creed narrative. It offers a look at the inner workings of the fictional corporation at the heart of the blockbuster franchise.

Type on Screen is an essential design tool for anyone seeking clear and focused guidance about typography for the digital age.

From Bletchley Park to cyber-attacks in the twenty-first century, this is the untold story of computers and spies: past, present and future

The design and analysis of efficient data structures has long been recognized as a key component of the Computer Science curriculum. Goodrich and Tomassia's approach to this classic topic is based on the object-oriented paradigm as the framework of choice for the design of data structures.

Beginning LEGO MINDSTORMS EV3 shows you how to create new fun and fantastic creations with the new EV3 programmable brick along with other new EV3 pieces and features.

jQuery in Easy Steps begins by explaining how to incorporate the free jQuery library so readers can quickly create interactive web page features by copying the book's examples. It demonstrates how to easily select elements of the web page for manipulation and how to simply produce dynamic responses to user events. Examples illustrate various exciting animation effects and how to employ the power of AJAX to load external data without refreshing the entire web page. The book concludes by demonstrating how readers can use their acquired knowledge to create their very own distributable plugins for the jQuery library. jQuery in Easy Steps assumes readers will already have some basic knowledge of HTML, CSS, and JavaScript and are now ready to embrace the jQuery philosophy of "write less - do more" to enhance their web pages. It has an easy-to-follow style that will appeal to web developers who want to quickly learn the latest dynamic techniques, and to the student who is studying website design at school or college, and to those seeking a career in web development that need a thorough understanding of jQuery.

The text allows readers to learn about software security from a renowned security practitioner who is the appointed software assurance advisor for (ISC)2. Complete with numerous illustrations, it makes complex security concepts easy to understand and implement. In addition to being a valuable resource for those studying for the CSSLP examination, this book is also an indispensable software security reference for those already part of the certified elite. A robust and comprehensive appendix makes this book a time-saving resource for anyone involved in secure software development.

Data Science and Big Data Analytics is about harnessing the power of data for new insights. The book covers the breadth of activities and methods and tools that Data Scientists use.

Candidates for the ISSAP® certification need to demonstrate a thorough understanding of the six domains of the ISSAP® CBK® as well as the ability to apply this knowledge to develop detailed security architectures. Supplying an authoritative review of key concepts and requirements of the ISSAP® CBK®, the second edition of this official guide provides the practical understanding required to implement the latest security protocols. Encompassing all of the knowledge elements needed to create secure architectures, the text covers requirements analysis, access control, cryptography, physical security, BCP/DRP, and telecommunications and network security.

Machine learning is one of the fastest growing areas of computer science, with far-reaching applications. This book explains the principles behind the automated learning approach and the considerations underlying its usage. The authors explain the 'hows' and 'whys' of machine-learning algorithms, making the field accessible to both students and practitioners.