Python Data Science Handbook

Written for diverse academic audience, this text serves as a handbook for professors, instructors, and advisors who oversee data collection by undergraduate students for the purpose of writing a resea

Finally! Deep Neural Networks Simplified with PythonDeep Learning Step by Step with Python takes you on a gentle, fun and unhurried journey to building your own deep neural network models in Python. U

Over 140 practical recipes to help you make sense of your data with ease and build production-ready data apps About This Book * Analyze Big Data sets, create attractive visualizations, and manipulate

In the fourth DATA Set adventure, the DATA Set race to deprogram an army of robots before they take over Newtonberg Elementary School.One morning, Mrs. Bell, the science teacher, challenges the studen

Since 1984, Geophysical Data Analysis has filled the need for a short, concise reference on inverse theory for individuals who have an intermediate background in science and mathematics. The new editi

Handbook for Transversely Finned Tubes Heat Exchangers Design contains detailed experimental data, correlations, and design methods for designing and improving the performance of finned tube heat exch

Learn the art of regression analysis with PythonAbout This BookBecome competent at implementing regression analysis in PythonSolve some of the complex data science problems related to predicting outco

Quantitative research in social science research is changing rapidly. Researchers have vast and complex arrays of data with which to work: we have incredible tools to sift through the data and recognize patterns in that data; there are now many sophisticated models that we can use to make sense of those patterns; and we have extremely powerful computational systems that help us accomplish these tasks quickly. This book focuses on some of the extraordinary work being conducted in computational social science - in academia, government, and the private sector - while highlighting current trends, challenges, and new directions. Thus, Computational Social Science showcases the innovative methodological tools being developed and applied by leading researchers in this new field. The book shows how academics and the private sector are using many of these tools to solve problems in social science and public policy.

This book constitutes the refereed proceedings of the First International Conference on Dynamic Data-Driven Environmental Systems Science, DyDESS 2014, held in Cambridge, MA, USA, in November 2014.The

An authoritative handbook, this volume offers both a comprehensive review of the current science of mindfulness and a guide to its ongoing evolution. Leading scholars explore mindfulness in the contex

As adoption of Hadoop accelerates in the enterprise and beyond, there's soaring demand for those who can solve real world problems by applying advanced data science techniques in Hadoop environments.

This book constitutes the refereed proceedings of the First Conference on Creativity in Intelligent Technologies and Data Science, CIT&DS 2015, held in Volgograd, Russia, in September 2015. Th

This book constitutes the refereed proceedings of the International Conference on Soft Computing in Data Science, SCDS 2015, held in Putrajaya, Malaysia, in September 2015.The 25 revised full papers p

Graphs are about connections, and are an important part of our connected and data-driven world.A Librarian's Guide to Graphs, Data and the Semantic Web is geared toward library and information science

Master the secret tools every Python programmer needs to knowProfessional Python goes beyond the basics to teach beginner- and intermediate-level Python programmers the little-known tools and construc

If you are a researcher or a machine learning enthusiast, or are working in the data science field and have a basic idea of Bayesian learning or probabilistic graphical models, this book will help you

The Oxford Handbook of Urban Planning is an authoritative volume on planning, a long-established professional social science discipline in the U.S. and throughout the world. Edited by Rachel Weber and

The complete beginner's guide to Python, for young people who want to start todayAdventures in Python is designed for 11-to 15-year olds who want to teach themselves Python programming, but don't know

The Oxford Handbook of Urban Politics is an authoritative volume on an established subject in political science and the academy more generally: urban politics and urban studies. The editors are all re

Reviewing the state of the science in a dynamic, thriving field, this influential handbook integrates knowledge from multiple psychological subdisciplines. Foremost experts address the neurobiological

In Citizen Science, experts from a variety of disciplines share their experiences of creating and implementing successful citizen science projects, primarily those that use massive data sets gathered

This book reports the findings of an interpretive case study of the phenomenon of science investigation (science inquiry) from students’ perspective. Data were collected from a class of twenty-four Ye

This book is for Python programmers with an intermediate background and an interest in design patterns implemented in idiomatic Python. Programmers of other languages who are interested in Python can

This is a new textbook for library science students, and handbook for corporate librarians and other information professionals who work for banks, law firms, commercial businesses, governments, and no

Data assimilation methods were largely developed for operational weather forecasting, but in recent years have been applied to an increasing range of earth science disciplines. This book will set out

Python Algorithms, Second Edition explains the Python approach to algorithm analysis and design. Written by Magnus Lie Hetland, author ofBeginning Python, this book is sharply focused on classical alg

The Oxford Handbook of Governance presents an authoritative and accessible state-of-the-art analysis of the social science literature on governance. The volume presents the core concepts and knowledg

Learn the art and science of predictive analytics — techniques that get resultsPredictive analytics is what translates big data into meaningful, usable business information. Written by a leading exper

In mapping out the field of human rights for those studying and researching within both humanities and social science disciplines, the Handbook of Human Rights not only provides a solid foundation for

Data analysis, machine learning and knowledge discovery are research areas at the intersection of computer science, artificial intelligence, mathematics and statistics. They cover general methods and

"Spreadsheets in Science and Engineering" shows scientists and engineers at all levels how to analyze, validate and calculate data and how the analytical and graphic capabilities of spreadsheet progra

This handbook consists of actual case material with a presentation of the clinical and laboratory data, an extensive discussion and analysis of the differential diagnoses, and a description of the

This volume provides approaches and solutions to challenges occurring at the interface of research fields such as, e.g., data analysis, data mining and knowledge discovery, computer science, operation

The California Naturalist Handbook provides a fun, science-based introduction to California's natural history with an emphasis on observation, discovery, communication, stewardship and conservation. I

The Oxford Handbook of Philosophy and Neuroscience is a state-of-the-art collection of interdisciplinary research spanning philosophy (of science, mind, and ethics) and current neuroscience. Containin

Fully revised and updated, the Handbook serves as a practical guide to endovascular methods and as a concise reference for neurovascular anatomy and published data about cerebrovascular disease from a

As a leading member of the Vienna Circle, Rudolph Carnap's aim was to bring about a "unified science" by applying a method of logical analysis to the empirical data of all the sciences. This work, fir

Data Structures Using C++ is designed to serve as a textbook for undergraduate engineering students of computer science and information technology as well as postgraduate students of computer applicat

The American edition of this handbook contains concise informa­ tion on the basic physical properties of the elements and on their chem­ ical characteristics. In general, the data selected for inclusi

Machinery's Handbook Pocket Companion is designed for anyone in the machine trades for whom convenient access to just the most basic data is at a premium. Extremely concise yet authoritative, this inv