INTRODUCTION TO DATA SCIENCE PDF
found 90 books
An Invitation to Statistics in Wasserstein Space
by Victor M. Panaretos, Yoav Zemel
This open access book presents the key aspects of statistics in Wasserstein spaces, i.e. statistics in the space of probability measures when endowed with the geometry of optimal transportation. Further to reviewing state-of-the-art aspects, it also provides an accessible introduction to the fundamentals of this current topic, as well as an overvie...
Java Web Scraping Handbook
by Kevin Sahin
Web scraping or crawling is the art of fetching data from a third party website by downloading and parsing the HTML code to extract the data you want. It can be hard. From bad HTML code to heavy Javascript use and anti-bot techniques, it is often tricky. Lots of companies use it to obtain knowledge concerning competitor prices, news aggregation, ma...
Introduction to Digital Systems Design
by Giuliano Donzellini, Luca Oneto, Domenico Ponta, Davide Anguita
This book has been designed for a first course on digital design for engineering and computer science students. It offers an extensive introduction on fundamental theories, from Boolean algebra and binary arithmetic to sequential networks and finite state machines, together with the essential tools to design and simulate systems composed of a contr...
Applied Linear Algebra
by Peter J. Olver, Chehrzad Shakiban
This book develops the essential tools of linear algebra, with the goal of imparting technique alongside contextual understanding. Applications go hand-in-hand with theory, each reinforcing and explaining the other. This approach encourages students to develop not only the technical proficiency needed to go on to further study, but an appreciation ...
Data Journeys in the Sciences
by Sabina Leonelli, Niccolò Tempini
This groundbreaking, open volume analyses and compares data practices across several fields through the analysis of specific cases of data journeys. It brings together leading scholars in the philosophy, history and social studies of science to achieve two goals: tracking the travel of data across different spaces, times and domains of research pra...
Foundations of Multi-Paradigm Modelling for Cyber-Physical Systems
by Paulo Carreira, Vasco Amaral, Hans Vangheluwe
This open book coherently gathers well-founded information on the fundamentals of and formalisms for modelling cyber-physical systems (CPS). Highlighting the cross-disciplinary nature of CPS modelling, it also serves as a bridge for anyone entering CPS from related areas of computer science or engineering.Truly complex, engineered systems - known a...
Sonic Skills
by Karin Bijsterveld
It is common for us today to associate the practice of science primarily with the act of seeing—with staring at computer screens, analyzing graphs, and presenting images. We may notice that physicians use stethoscopes to listen for disease, that biologists tune into sound recordings to understand birds, or that engineers have created Geiger telle...
Advances in Wheat Genetics: From Genome to Field
by Yasunari Ogihara, Shigeo Takumi, Hirokazu Handa
This proceedings is a collection of 46 selected papers that were presented at the 12th International Wheat Genetics Symposium (IWGS). Since the launch of the wheat genome sequencing project in 2005, the arrival of draft genome sequences has marked a new era in wheat genetics and genomics, catalyzing rapid advancement in the field. This book provide...
Interdisciplinary Mathematics Education
by Julian Williams, Wolff-Michael Roth, David Swanson, Brian Doig, Susie Groves, Michael Omuvwie, Rita Borromeo Ferri, Nicholas Mousoulides
This book provides an essential introduction to the state-of the-art in interdisciplinary Mathematics Education. First, it begins with an outline of the field's relevant historical, conceptual and theoretical backgrounds, what "discipline" means and how inter-, trans-, and meta-disciplinary activities can be understood. Relevant theo...
Collider Physics within the Standard Model
by Guido Altarelli
With this graduate-level primer, the principles of the standard model of particle physics receive a particular skillful, personal and enduring exposition by one of the great contributors to the field. In 2013 the late Prof. Altarelli wrote: The discovery of the Higgs boson and the non-observation of new particles or exotic phenomena have made a big...