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Statistical Language Models for Information Retrieval (Synthesis Lectures on Human Language Technologies)
Statistical Language Models for Information Retrieval (Synthesis Lectures on Human Language Technologies)
As online information grows dramatically, search engines such as Google are playing a more and more important role in our lives. Critical to all search engines is the problem of designing an effective retrieval model that can rank documents accurately for a given query. This has been a central research problem in information retrieval for several...
Modern Data Science with R (Chapman & Hall/CRC Texts in Statistical Science)
Modern Data Science with R (Chapman & Hall/CRC Texts in Statistical Science)

Modern Data Science with R is a comprehensive data science textbook for undergraduates that incorporates statistical and computational thinking to solve real-world problems with data. Rather than focus exclusively on case studies or programming syntax, this book illustrates how statistical programming in the...

Statistics Explained, An Introductory Guide for Life Scientists
Statistics Explained, An Introductory Guide for Life Scientists
Statistics Explained is a reader-friendly introduction to experimental design and statistics for undergraduate students in the life sciences, particularly those who do not have a strong mathematical background. Hypothesis testing and experimental design are discussed first. Statistical tests are then explained using pictorial examples and a minimum...
SPSS For Dummies
SPSS For Dummies

The fun and friendly guide to the world's leading statistical software

Predictive Analysis Software (PASW), formerly SPSS software, is the leading statistical software used by commerical, government, and academic organizations around the world to solve business and research problems. It allows you to quickly and easily...

Practical Data Analysis with JMP
Practical Data Analysis with JMP

Being an effective analyst or a well-informed consumer of analyses requires that you know how to properly define the problem, apply suitable statistical techniques, and clearly and honestly communicate the results. Being a well-informed consumer of analyses requires the same skills so that you can recognize them in action. Robert Carver's...

Think Stats
Think Stats

If you know how to program, you have the skills to turn data into knowledge, using tools of probability and statistics. This concise introduction shows you how to perform statistical analysis computationally, rather than mathematically, with programs written in Python.

By working with a single case study throughout this...

Quantum Photonics: Pioneering Advances and Emerging Applications (Springer Series in Optical Sciences)
Quantum Photonics: Pioneering Advances and Emerging Applications (Springer Series in Optical Sciences)

This book brings together reviews by internationally renowed experts on quantum optics and photonics. It describes novel experiments at the limit of single photons, and presents advances in this emerging research area. It also includes reprints and historical descriptions of some of the first pioneering experiments at a...

Case Studies in Reliability and Maintenance (Wiley Series in Probability and Statistics)
Case Studies in Reliability and Maintenance (Wiley Series in Probability and Statistics)
For both the manufacturer and the purchaser, reliability is one of the most important characteristics defining the quality of a product or system. High reliability is achieved through design efforts, choice of materials and other inputs, production, quality assurance efforts, proper maintenance, and many related decisions and...
ABAP Performance Tuning
ABAP Performance Tuning

This book is your guide for analyzing and optimizing ABAP source code (ABAP/4 and ABAP Objects). You’ll learn about the analysis tools and performance-relevant technologies, and you’ll discover how you can analyze existing source code and enhance your programming style. This is the resource you need to ensure that your ABAP...

PolyBase Revealed: Data Virtualization with SQL Server, Hadoop, Apache Spark, and Beyond
PolyBase Revealed: Data Virtualization with SQL Server, Hadoop, Apache Spark, and Beyond

Harness the power of PolyBase data virtualization software to make data from a variety of sources easily accessible through SQL queries while using the T-SQL skills you already know and have mastered.

PolyBase Revealed shows you how to use the PolyBase feature of SQL Server 2019 to...

Geographically Weighted Regression: The Analysis of Spatially Varying Relationships
Geographically Weighted Regression: The Analysis of Spatially Varying Relationships
Geographical Weighted Regression (GWR) is a new local modelling technique for analysing spatial analysis. This technique allows local as opposed to global models of relationships to be measured and mapped. This is the first and only book on this technique, offering comprehensive coverage on this new 'hot' topic in spatial...
Graphics of Large Datasets: Visualizing a Million (Statistics and Computing)
Graphics of Large Datasets: Visualizing a Million (Statistics and Computing)
Graphics are great for exploring data, but how can they be used for looking at the large datasets that are commonplace to-day? This book shows how to look at ways of visualizing large datasets, whether large in numbers of cases or large in numbers of variables or large in both. Data visualization is useful for data cleaning, exploring data,...
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