Why I Am Not a Scientist
Автор: Jonathan Marks
Год издания: 0000
Developing Analytic Talent. Becoming a Data Scientist
Автор: Vincent Granville
Год издания:
Learn what it takes to succeed in the the most in-demand tech job Harvard Business Review calls it the sexiest tech job of the 21st century. Data scientists are in demand, and this unique book shows you exactly what employers want and the skill set that separates the quality data scientist from other talented IT professionals. Data science involves extracting, creating, and processing data to turn it into business value. With over 15 years of big data, predictive modeling, and business analytics experience, author Vincent Granville is no stranger to data science. In this one-of-a-kind guide, he provides insight into the essential data science skills, such as statistics and visualization techniques, and covers everything from analytical recipes and data science tricks to common job interview questions, sample resumes, and source code. The applications are endless and varied: automatically detecting spam and plagiarism, optimizing bid prices in keyword advertising, identifying new molecules to fight cancer, assessing the risk of meteorite impact. Complete with case studies, this book is a must, whether you're looking to become a data scientist or to hire one. Explains the finer points of data science, the required skills, and how to acquire them, including analytical recipes, standard rules, source code, and a dictionary of terms Shows what companies are looking for and how the growing importance of big data has increased the demand for data scientists Features job interview questions, sample resumes, salary surveys, and examples of job ads Case studies explore how data science is used on Wall Street, in botnet detection, for online advertising, and in many other business-critical situations Developing Analytic Talent: Becoming a Data Scientist is essential reading for those aspiring to this hot career choice and for employers seeking the best candidates.
Why Don't Students Like School?. A Cognitive Scientist Answers Questions About How the Mind Works and What It Means for the Classroom
Автор: Daniel Willingham T.
Год издания:
Easy-to-apply, scientifically-based approaches for engaging students in the classroom Cognitive scientist Dan Willingham focuses his acclaimed research on the biological and cognitive basis of learning. His book will help teachers improve their practice by explaining how they and their students think and learn. It reveals-the importance of story, emotion, memory, context, and routine in building knowledge and creating lasting learning experiences. Nine, easy-to-understand principles with clear applications for the classroom Includes surprising findings, such as that intelligence is malleable, and that you cannot develop «thinking skills» without facts How an understanding of the brain's workings can help teachers hone their teaching skills «Mr. Willingham's answers apply just as well outside the classroom. Corporate trainers, marketers and, not least, parents -anyone who cares about how we learn-should find his book valuable reading.» —Wall Street Journal
How NASA Builds Teams. Mission Critical Soft Skills for Scientists, Engineers, and Project Teams
Автор: Charles Pellerin J.
Год издания:
Every successful organization needs high-performance teams to compete and succeed. Yet, technical people are often resistant to traditional «touchy-feely» teambuilding. To improve communication, performance, and morale among NASA’s technical teams, former NASA Astrophysicist Dr. Charlie Pellerin developed the teambuilding process described in «How NASA Builds Teams»—an approach that is proven, quantitative, and requires only a fraction of the time and resources of traditional training methods. This «4-D» process has boosted team performance in hundreds of NASA project teams, engineering teams, and management teams, including the people responsible for NASA’s most complex systems – the Space Shuttle, space telescopes, robots on Mars, and the mission back to the moon. How NASA Builds Teams explains how the 4-D teambuilding process can be applied in any organization, and includes a fast, free on-line behavioral assessment to help your team and the individual members understand each other and measure the key driver of team performance, the social context. Moreover, these simple, logical processes appeal strongly to technical teams who eschew «touchy-feely» training. Pellerin applies simple, elegant principles from his physics background to the art teambuilding, such as the use of a coordinate system to analyze the characteristics of team performance into actionable elements. The author illustrates the teambuilding process with entertaining stories from his decade as NASA’s Director for Astrophysics and subsequent 15 years of working closely with NASA and outside business teams. For example, he tells how the processes in the book enabled him to initiate the space mission to fix the Hubble Space Telescope’s flawed mirror. Free downloadable resources will help you: Identify your teammates’ innate personalities Diagram your culture (And compare it to your customer’s) Measure the coherency of your project’s paradigm (Get this wrong and you will be fired!) and Learn to meet people’s need to feel valued by you. Further, you can download and use Pellerin’s most powerful tool for influencing the outcome of any difficult situation: the Context Shifting Worksheet.
Research Ethics for Scientists. A Companion for Students
Автор: C. Neal Stewart, Jr.
Год издания:
Research Ethics for Scientists is about best practices in all the major areas of research management and practice that are common to scientific researchers, especially those in academia. Aimed towards the younger scientist, the book critically examines the key areas that continue to plague even experienced and well-meaning science professionals. For ease of use, the book is arranged in functional themes and units that every scientist recognizes as crucial for sustained success in science; ideas, people, data, publications and funding. These key themes will help to highlight the elements of successful and ethical research as well as challenging the reader to develop their own ideas of how to conduct themselves within their work. Tackles the ethical issues of being a scientist rather than the ethical questions raised by science itself Case studies used for a practical approach Written by an experienced researcher and PhD mentor Accessible, user-friendly advice Indispensible companion for students and young scientists
Essential Maths for Geoscientists. An Introduction
Автор: Paul Palmer I.
Год издания:
Maths for Geoscientists is an accessible, student-friendly introduction to the essential mathematics required by those students taking degree courses within the Geosciences. Clearly structured throughout, this book carefully guides the student step by step through the mathematics they will encounter and will provide numerous applied examples throughout to enhance students understanding and to place each technique into context. Opening with a chapter explaining the need for studying mathematics within geosciences the book then moves on to cover algebra, equations, solutions, logarithms and exponentials, statistics and probability, trigonometry, vectors and calculus. The final chapter helps to bring it all together and provides the students with sample projects to test their knowledge. Worked applied examples are included in each chapter along with applied problem questions which are a mix of straightforward maths questions, word questions (developing maths to words), and more involved questions that involve the manipulation and interpretation of real and synthetic data.