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« robert muenchen »

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  • Data Preparation and Exploration

    Applied to Healthcare Data

    par Robert Hoyt, Robert Muenchen ...
    Data scientists spend more than two-thirds of their time cleaning, preparing, exploring, and visualizing data before it is ready for modeling and mining. This textbook covers the important steps of data preparation and exploration that anyone who deals with data should know. The data preparation and exploration methods we include are spreadsheet and statistics package approaches, as well as the ... En savoir plus

    $15.99 CAD

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  • Trustworthy Online Controlled Experiments

    A Practical Guide to A/B Testing

    par Ron Kohavi, Diane Tang, Ya Xu ...
    Getting numbers is easy; getting numbers you can trust is hard. This practical guide by experimentation leaders at Google, LinkedIn, and Microsoft will teach you how to accelerate innovation using trustworthy online controlled experiments, or A/B tests. Based on practical experiences at companies that each run more than 20,000 controlled experiments a year, the authors share examples, pitfalls, ... En savoir plus

    $41.99 CAD

  • Machine Learning with R

    R gives you access to the cutting-edge software you need to prepare data for machine learning. No previous knowledge required – this book will take you methodically through every stage of applying machine learning.

    par Brett Lantz ...
    Written as a tutorial to explore and understand the power of R for machine learning. This practical guide that covers all of the need to know topics in a very systematic way. For each machine learning approach, each step in the process is detailed, from preparing the data for analysis to evaluating the results. These steps will build the knowledge you need to apply them to your own data science ... En savoir plus

    $51.99 CAD ou Gratuit avec Kobo Plus

  • The Kaggle Book

    Master data science competitions with machine learning, GenAI, and LLMs

    par Luca Massaron, Bojan Tunguz, Konrad Banachewicz ...
    Stay one step ahead of your competitors with proven tips, strategies, and insights from over 30 Kaggle Masters and Grandmasters and become a better data scientist. This new edition features updated content and new chapters on Kaggle Models, time series, and Generative AI competitions. Key FeaturesLearn how Kaggle works to make the most of every competition with winning strategies from 30+ expert ... En savoir plus

    $48.99 CAD ou Gratuit avec Kobo Plus

  • Beginning Data Science with Python and Jupyter

    Use powerful industry-standard tools within Jupyter and the Python ecosystem to unlock new, actionable insights from your data

    par Alex Galea ...
    Getting started with data science doesn t have to be an uphill battle. This step-by-step guide is ideal for beginners who know a little Python and are looking for a quick, fast-paced introduction.Key FeaturesGet up and running with the Jupyter ecosystem and some example datasetsLearn about key machine learning concepts like SVM, KNN classifiers and Random ForestsDiscover how you can use web ... En savoir plus

    $15.99 CAD ou Gratuit avec Kobo Plus

  • Statistics for Data Science

    Leverage the power of statistics for Data Analysis, Classification, Regression, Machine Learning, and Neural Networks

    par James D. Miller, James C. Mott, Rajprasath Subramanian, Shaikh Salamatullah, Vijayakumar Ramdoss ...
    Get your statistics basics right before diving into the world of data science Key FeaturesNo need to take a degree in statistics, read this book and get a strong statistics base for data science and real-world programs;Implement statistics in data science tasks such as data cleaning, mining, and analysisLearn all about probability, statistics, numerical computations, and more with the help of R ... En savoir plus

    $37.99 CAD ou Gratuit avec Kobo Plus

  • Marketing Data Science

    Modeling Techniques in Predictive Analytics with R and Python

    par Thomas Miller ...
    Collections series FT Press Analytics
    Now***,*** a leader of Northwestern University's prestigious analytics program presents a fully-integrated treatment of both the business and academic elements of marketing applications in predictive analytics. Writing for both managers and students, Thomas W. Miller explains essential concepts, principles, and theory in the context of real-world applications.Building on Miller's pioneering ... En savoir plus

    $76.99 CAD

  • Hands-On Machine Learning with Microsoft Excel 2019

    Build complete data analysis flows, from data collection to visualization

    par Julio Cesar Rodriguez Martino ...
    A practical guide to getting the most out of Excel, using it for data preparation, applying machine learning models (including cloud services) and understanding the outcome of the data analysis.Key FeaturesUse Microsoft's product Excel to build advanced forecasting models using varied examplesCover range of machine learning tasks such as data mining, data analytics, smart visualization, and ... En savoir plus

    $37.99 CAD ou Gratuit avec Kobo Plus

  • Artificial Intelligence with Python

    Your complete guide to building intelligent apps using Python 3.x

    par Alberto Artasanchez, Prateek Joshi ...
    New edition of the bestselling guide to artificial intelligence with Python, updated to Python 3.x, with seven new chapters that cover RNNs, AI and Big Data, fundamental use cases, chatbots, and more.Key FeaturesCompletely updated and revised to Python 3.xNew chapters for AI on the cloud, recurrent neural networks, deep learning models, and feature selection and engineeringLearn more about deep ... En savoir plus

    $47.99 CAD ou Gratuit avec Kobo Plus

  • Data Analysis with STATA

    Explore the big data field and learn how to perform data analytics and predictive modelling in STATA

    par Prasad Kothari ...
    Explore the big data field and learn how to perform data analytics and predictive modelling in STATA Key FeaturesBook DescriptionSTATA is an integrated software package that provides you with everything you need for data analysis, data management, and graphics. STATA also provides you with a platform to efficiently perform simulation, regression analysis (linear and multiple) \[and custom ... En savoir plus

    $33.99 CAD ou Gratuit avec Kobo Plus

  • No Code Required

    Giving Users Tools to Transform the Web

    par Allen Cypher, Mira Dontcheva, Tessa Lau, Jeffrey Nichols ...
    No Code Required presents the various design, system architectures, research methodologies, and evaluation strategies that are used by end users programming on the Web. It also presents the tools that will allow users to participate in the creation of their own Web. Comprised of seven parts, the book provides basic information about the field of end-user programming. Part 1 points out that the ... En savoir plus

    $47.99 CAD

  • R and Data Mining

    Examples and Case Studies

    par Yanchang Zhao ...
    R and Data Mining introduces researchers, post-graduate students, and analysts to data mining using R, a free software environment for statistical computing and graphics. The book provides practical methods for using R in applications from academia to industry to extract knowledge from vast amounts of data. Readers will find this book a valuable guide to the use of R in tasks such as ... En savoir plus

    $70.99 CAD