Python Data Science Handbook

The Illustrated Wavelet Transform Handbook: Introductory Theory and Applications in Science, Engineering, Medicine and Finance 2e provides an overview of the theory and practical applications of wavel

Real-world cost-of-capital data from across industries and around the globeThe 2016 International Valuation Handbook – Industry Cost of Capital offers the same type of rigorous industry-level analysis

Through the use of real-life social science examples, Analyzing Qualitative Data: Systematic Approaches Second Edition by H. Russell Bernard, Amber Wutich and Gery W. Ryan, w

Data mining is a branch of computer science. It has a wide scope as it integrates principles from diverse fields such as artificial intelligence, statistics, etc. It uses sophisticated algorithms and

A good data scientist knows how to do something really well, but a great data scientist can do "something of everything." From raw data all the way to shining in front of C-level executives,

This book covers several of the statistical concepts and data analytic skills needed to succeed in data-driven life science research.The authors proceed from relatively basic concepts related to compu

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

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

Handbook on the Physics and Chemistry of Rare Earths is a continuous series of books covering all aspects of rare earth science, including chemistry, life sciences, materials science, and physics. Th

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

With practical and realworld examples from data mining to statistics to service science to decision making, this is the first mathematically rigorous treatment of healthcare analytics. Appropriate for

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

This Handbook gathers together empirical and theoretical chapters from leading scholars and clinicians to examine the broad issue of adult mental health. The contributors draw upon data from a variety

This third volume in the Handbook of Food Science and Technology Set explains the processing of raw materials into traditional food (bread, wine, cheese, etc.). The agri-food industry has evolved in o

The most recent cost of capital data for approximately 180 U.S. industries, identified by Standard Industrial Classification (SIC) code. The 2016 Valuation Handbook – Industry Cost of Capital provides

Data mining is an important branch of computer science and information technology management that deals with the discovery and analysis of datasets. This book covers in detail some existent theories a

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

The New Industry Standard in Business Valuation Reference Materials2016 Valuation Handbook - Guide to Cost of Capital provides the key annual valuation data previously published in (i) the now discont

The Oxford Handbook of Historical Institutionalism offers an authoritative and accessible state-of-the-art analysis of the historical institutionalism research tradition in Political Science. Devoted

The iconic chemistry handbook—extensively updated and thoroughly up to date The standard reference for chemists for more than 70 years, this resource contains vast amounts of facts, data, tabular mate

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.

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.

Editors Neergaard and Leitch present readers with a collection of expert contributions that together make up a handbook of qualitative data collection and analysis specific to the field of entrepreneu

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

Handbook on the Physics and Chemistry of Rare Earths is a continuous series of books covering all aspects of rare earth science, including chemistry, life sciences, materials science, and physics.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

The Second Edition of this essential handbook provides a comprehensive, updated overview of the science that informs best practices for the implementation of response to intervention (RTI) processes w

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

The Oxford Handbook of the U.S. Constitution offers a comprehensive overview and introduction to the U.S. Constitution from the perspectives of history, political science, law, rights, and constitutio

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 New Standard Source of International Cost of Capital AnalysisThe 2015 International Valuation Handbook – Guide to Cost of Capital provides data and methodology guidance that will enable the reader

This book presents innovative work in Climate Informatics, a new field that reflects the application of data mining methods to climate science, and shows where this new and fast growing field is heade

This book contains a selection of papers from the 16th International Symposium on Spatial Data Handling (SDH), the premier long-running forum in geographical information science. This collection offer