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Showing 1 - 12 of 12 results for “stephen dawe”
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  • Data Analytics for Process Engineers

    Prediction, Control and Optimization

    by Daniela Galatro, Stephen Dawe ...
    Series series Synthesis Collection of Technology (R0)
    This book provides an industry-oriented data analytics approach for process engineers, including data acquisition methods and sources, exploratory data analysis and sensitivity analysis, data-based modelling for prediction, data-based modelling for monitoring and control, and data-based optimization of processes. While many of the current data analytics books target business-related problems, the ... Read more

    $40.49 USD

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  • Data Analysis with Open Source Tools

    A Hands-On Guide for Programmers and Data Scientists

    by Philipp K. Janert ...
    Collecting data is relatively easy, but turning raw information into something useful requires that you know how to extract precisely what you need. With this insightful book, intermediate to experienced programmers interested in data analysis will learn techniques for working with data in a business environment. You'll learn how to look at data to discover what it contains, how to capture those ... Read more

    $23.09 USD

  • Fundamentals of Machine Learning for Predictive Data Analytics, second edition

    Algorithms, Worked Examples, and Case Studies

    by John D. Kelleher, Brian Mac Namee, Aoife D'Arcy ...
    The second edition of a comprehensive introduction to machine learning approaches used in predictive data analytics, covering both theory and practice.Machine learning is often used to build predictive models by extracting patterns from large datasets. These models are used in predictive data analytics applications including price prediction, risk assessment, predicting customer behavior, and ... Read more

    $49.99 USD

  • Modern Time Series Forecasting with Python

    Explore industry-ready time series forecasting using modern machine learning and deep learning

    by Manu Joseph ...
    Build real-world time series forecasting systems which scale to millions of time series by applying modern machine learning and deep learning conceptsKey FeaturesExplore industry-tested machine learning techniques used to forecast millions of time seriesGet started with the revolutionary paradigm of global forecasting modelsGet to grips with new concepts by applying them to real-world datasets of ... Read more

    $38.99 USD or Free with Kobo Plus

  • Generalized Additive Models

    An Introduction with R, Second Edition

    by Simon N. Wood ...
    Series series Chapman & Hall/CRC Texts in Statistical Science
    The first edition of this book has established itself as one of the leading references on generalized additive models (GAMs), and the only book on the topic to be introductory in nature with a wealth of practical examples and software implementation. It is self-contained, providing the necessary background in linear models, linear mixed models, and generalized linear models (GLMs), before ... Read more

    $125.99 USD

  • The Shape of Data

    Geometry-Based Machine Learning and Data Analysis in R

    by Colleen M. Farrelly, Yaé Ulrich Gaba ...
    This advanced machine learning book highlights many algorithms from a geometric perspective and introduces tools in network science, metric geometry, and topological data analysis through practical application.Whether you’re a mathematician, seasoned data scientist, or marketing professional, you’ll find The Shape of Data to be the perfect introduction to the critical interplay between the ... Read more

    $23.99 USD

  • Response Surface Methodology

    Process and Product Optimization Using Designed Experiments

    by Raymond H. Myers, Douglas C. Montgomery, Christine M. Anderson-Cook ...
    Series series Wiley Series in Probability and Statistics
    Praise for the Third Edition:“This new third edition has been substantially rewritten and updated with new topics and material, new examples and exercises, and to more fully illustrate modern applications of RSM.”- Zentralblatt MathFeaturing a substantial revision, the Fourth Edition of Response Surface Methodology: Process and Product Optimization Using Designed Experiments prese... ... Read more

    $138.00 USD

  • Statistical Analysis Techniques in Particle Physics

    Fits, Density Estimation and Supervised Learning

    by Ilya Narsky, Frank C. Porter ...
    Modern analysis of HEP data needs advanced statistical tools to separate signal from background. This is the first book which focuses on machine learning techniques. It will be of interest to almost every high energy physicist, and, due to its coverage, suitable for students. ... Read more

    $102.00 USD

  • Business Analytics for Professionals

    Edited by Alp Ustundag, Emre Cevikcan, Omer Faruk Beyca ...
    Series series Engineering (R0)
    This book explains concepts and techniques for business analytics and demonstrate them on real life applications for managers and practitioners. It illustrates how machine learning and optimization techniques can be used to implement intelligent business automation systems. The book examines business problems concerning supply chain, marketing & CRM, financial, manufacturing and human resources ... Read more

    $58.49 USD

  • Business Analytics

    Data Science for Business Problems

    by Walter R. Paczkowski ...
    Series series Mathematics and Statistics (R0)
    This book focuses on three core knowledge requirements for effective and thorough data analysis for solving business problems. These are a foundational understanding of:statistical, econometric, and machine learning techniques;data handling capabilities;at least one programming language.Practical in orientation, the volume offers illustrative case studies throughout and examples using Python in ... Read more

    $89.99 USD

  • Informed Machine Learning

    Edited by Daniel Schulz, Christian Bauckhage ...
    Series series Artificial Intelligence (R0)
    This open access book presents the concept of Informed Machine Learning and demonstrates its practical use with a compelling collection of applications of this paradigm in industrial and business use cases. These range from health care over manufacturing and material science to more advanced combinations with deep learning, say, in the form of physical informed neural networks. The book is ... Read more

    Free

  • Statistical Data Analytics

    Foundations for Data Mining, Informatics, and Knowledge Discovery, Solutions Manual

    by Walter W. Piegorsch ...
    Solutions Manual to accompany Statistical Data Analytics: Foundations for Data Mining, Informatics, and Knowledge DiscoveryA comprehensive introduction to statistical methods for data mining and knowledge discovery.Extensive solutions using actual data (with sample R programming code) are provided, illustrating diverse informatic sources in genomics, biomedicine, ecological remote sensing, ... Read more

    $26.00 USD