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Learn the data skills necessary for turning large sequencing datasets into reproducible and robust biological findings. With this practical guide, you'll learn how to use freely available open source tools to extract meaning from large complex biological data sets.
At no other point in human history has our ability to understand life's complexities been so dependent on our skills to work with and analyze data. This intermediate-level book teaches the general computational and data skills you need to analyze biological data. If you have experience with a scripting language like Python, you're ready to get started.
Digital Forensics with Open Source Tools is the definitive book on investigating and analyzing computer systems and media using open source tools. The book is a technical procedural guide, and explains the use of open source tools on Mac, Linux and Windows systems as a platform for performing
Praise for previous editions: 'Gandrud has written a great outline of how a fully reproducible research project should look from start to finish, with brief explanations of each tool that he uses along the way... Advanced undergraduate students in mathematics, statistics, and similar fields as well
This textbook provides future data analysts with the tools, methods, and skills needed to answer data-focused, real-life questions; to carry out data analysis; and to visualize and interpret results to support better decisions in business, economics, and public policy. Data wrangling and
Key Research and Study Skills in Psychology provides students with a wide range of research and study skills necessary to achieving a successful classification on a psychology degrees course. Its aim is to replace the stress and fear experienced when encountering essays, reports, statistics and
Powerful, flexible, and easy to use, Python is an ideal language for building software tools and applications for life science research and development. This unique book shows you how to program with Python, using code examples taken directly from bioinformatics. In a short time, you'll be using
Build interactive, data-driven websites with the potent combination of open source technologies and web standards, even if you have only basic HTML knowledge. With the latest edition of this popular hands-on guide, you'll tackle dynamic web programming using the most recent versions of today's core
Concurrency can be notoriously difficult to get right, but fortunately, the Go open source programming language makes working with concurrency tractable and even easy. If you're a developer familiar with Go, this practical book demonstrates best practices and patterns to help you incorporate
See a Mesos-based big data stack created and the components used. You will use currently available Apache full and incubating systems. The components are introduced by example and you learn how they work together.In the Complete Guide to Open Source Big Data Stack, the author begins by creating a
This engaging guide will equip students with the knowledge, skills and tools to find and evaluate academic information in a critical, informed and thoughtful way. It begins by encouraging students to think about the purpose of their information search, before taking them step-by-step through the
This book provides researchers with the skills and knowledge needed to successfully accomplish milestones during the early stages of research activity. Specifically, it assists researchers in developing a skill set that includes developing a research question, writing the literature review,
Health Psychology provides students with the tools they need to evaluate and critically appraise theory and research before it can be applied practically. Using the most up-to-date research available, the sixth edition places an emphasis on the real-world application of health psychology,
Surveys are a cornerstone of social and behavioral research, and with the use of web-based tools, surveys have become an easy and inexpensive means of gathering data. But how researchers ask a question can dramatically influence the answers they receive. Sheila B. Robinson and Kimberly Firth
Many Linux and Unix developers are familiar with the GNU debugger (GBD), the invaluable open source tool for testing, fixing, and retesting software. And since GDB can be ported to Windows, Microsoft developers and others who use this platform can also take advantage of this amazing free software
Apache Spark is a fast, scalable, and flexible open source distributed processing engine for big data systems and is one of the most active open source big data projects to date. In just 24 lessons of one hour or less, Sams Teach Yourself Apache Spark in 24 Hours helps you build practical Big Data
Your guide to quickly turn data into results. Transform your skills, data, and business--and create your own BI solutions using software you already know and love: Microsoft Excel. Two business intelligence (BI) experts take you inside PowerPivot functionality for Excel 2013, with a focus on real
Survive academic study with this snappy guide to research techniques and strategies for all student nurses. Providing words of wisdom and tips from real student nurses, Study Skills for Nurses enables you to develop your own individual ways of studying for those all important projects, with
Get valuable hands-on experience with Swift, the open source programming language developed by Apple. With this practical guide, skilled programmers with little or no knowledge of Apple development will learn how to code with the latest version of Swift by developing a working iOS app from start to
Master erwin DM to deliver robust and precise designs for both operational and analytical projects. Steve and Jeff start from the basics, explaining data modeling concepts and how to get up and running with erwin DM (erwin DM). Through a hands-on approach, business analysts, data professionals, and
With a revised Introduction and with all chapters revised to bring them completely up-to date, this new edition remains the leading guide to research methods for final-year undergraduates, postgraduates taking Masters degrees and PhDs students of 19th- and 20th-century Literary
Make information memorable with creative visual design techniques Research shows that visual information is more quickly and easily understood, and much more likely to be remembered. This innovative book presents the design process and the best software tools for creating infographics that
As data become 'big', fast and complex, the software and computing tools needed to manage and analyse them are rapidly developing. Social scientists need new tools to meet these challenges, tackle big datasets, while also developing a more nuanced understanding of - and control over - how these
This engaging guide will equip students who are non-native speakers of English with the tools and confidence to respond effectively and appropriately to written assignments at university. It supports students in the development of essential writing skills, such as structuring paragraphs and
This Open Access textbook provides students and researchers in the life sciences with essential practical information on how to quantitatively analyze data images. It refrains from focusing on theory, and instead uses practical examples and step-by step protocols to familiarize readers with the
This set of lecture notes, written for those who are unfamiliar with mathematics and programming, introduces the reader to important concepts in the field of machine learning. It consists of three parts. The first is an overview of the history of artificial intelligence, machine learning, and data