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  • Hands-on Machine Learning with Scikit-Learn, Keras, and TensorFlow

    Hands-on Machine Learning with Scikit-Learn, Keras, and TensorFlow
    av Aurelien Geron

    Häftad - 2019 - Engelska - ISBN: 9781492032649

    Through a series of recent breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning…

  • Superintelligence

    Superintelligence
    av Nick Bostrom

    Häftad - 2016 - Engelska - ISBN: 9780198739838

    The human brain has some capabilities that the brains of other animals lack. It is to these distinctive capabilities that our species owes its dominant position. Other animals have stronger muscles or sharper claws, but we have cleverer brains. If m…

  • Superintelligence

    Superintelligence
    av Nick Bostrom

    Inbunden - 2014 - Engelska - ISBN: 9780199678112

    The human brain has some capabilities that the brains of other animals lack. It is to these distinctive capabilities that our species owes its dominant position. Other animals have stronger muscles or sharper claws, but we have cleverer brains.If ma…

  • Reinforcement Learning

    Reinforcement Learning
    av Richard S. Sutton

    Inbunden - 2018 - Engelska - ISBN: 9780262039246

    The significantly expanded and updated new edition of a widely used text on reinforcement learning, one of the most active research areas in artificial intelligence.Reinforcement learning, one of the most active research areas in artificial intellig…

  • Tinyml

    Tinyml
    av Pete Warden

    Häftad - 2020 - Engelska - ISBN: 9781492052043

    Deep learning networks are getting smaller. Much smaller. The Google Assistant team can detect words with a model just 14 kilobytes in size--small enough to run on a microcontroller. With this practical book you'll enter the field of TinyML, where d…

  • AI Ethics

    AI Ethics
    av Mark Coeckelbergh

    Häftad - 2020 - Engelska - ISBN: 9780262538190

    An accessible synthesis of ethical issues raised by artificial intelligence that moves beyond hype and nightmare scenarios to address concrete questions.Artificial intelligence powers Google's search engine, enables Facebook to target advertising, a…

  • Deep Learning

    Deep Learning
    av Ian Goodfellow

    Inbunden - 2016 - Engelska - ISBN: 9780262035613

    An introduction to a broad range of topics in deep learning, covering mathematical and conceptual background, deep learning techniques used in industry, and research perspectives."Written by three experts in the field, Deep Learning is the only comp…

  • Introduction to Machine Learning

    Introduction to Machine Learning
    av Ethem Alpaydin

    Inbunden - 2020 - Engelska - ISBN: 9780262043793

    A substantially revised fourth edition of a comprehensive textbook, including new coverage of recent advances in deep learning and neural networks.The goal of machine learning is to program computers to use example data or past experience to solve a…

  • Elements of Causal Inference

    Elements of Causal Inference
    av Jonas Peters

    Inbunden - 2017 - Engelska - ISBN: 9780262037310

    A concise and self-contained introduction to causal inference, increasingly important in data science and machine learning.The mathematization of causality is a relatively recent development, and has become increasingly important in data science and…

  • Artificial Unintelligence

    Artificial Unintelligence
    av Meredith Broussard

    Häftad - 2019 - Engelska - ISBN: 9780262537018

    A guide to understanding the inner workings and outer limits of technology and why we should never assume that computers always get it right.In Artificial Unintelligence, Meredith Broussard argues that our collective enthusiasm for applying computer…

  • Computer Age Statistical Inference, Student Edition

    Computer Age Statistical Inference, Student Edition
    av Bradley Efron

    Häftad - 2021 - Engelska - ISBN: 9781108823418

    The twenty-first century has seen a breathtaking expansion of statistical methodology, both in scope and influence. 'Data science' and 'machine learning' have become familiar terms in the news, as statistical methods are brought to bear upon the eno…

  • Machine Learning Using TensorFlow Cookbook

    Machine Learning Using TensorFlow Cookbook
    av Alexia Audevart

    Häftad - 2021 - Engelska - ISBN: 9781800208865

    Comprehensive recipes to give you valuable insights on Transformers, Reinforcement Learning, and moreKey FeaturesDeep Learning solutions from Kaggle Masters and Google Developer ExpertsGet to grips with the fundamentals including variables, matrices…

  • Learning Tensorflow.js

    Learning Tensorflow.js
    av Gant Laborde

    Häftad - 2021 - Engelska - ISBN: 9781492090793

    Given the demand for AI and the ubiquity of JavaScript, TensorFlow.js was inevitable. With this Google framework, seasoned AI veterans and web developers alike can help propel the future of AI-driven websites. In this guide, author Gant Laborde--Goo…

  • Mathematics for Machine Learning

    Mathematics for Machine Learning
    av Marc Peter Deisenroth

    Häftad - 2020 - Engelska - ISBN: 9781108455145

    The fundamental mathematical tools needed to understand machine learning include linear algebra, analytic geometry, matrix decompositions, vector calculus, optimization, probability and statistics. These topics are traditionally taught in disparate…

  • Mathematics for Machine Learning

    Mathematics for Machine Learning
    av Marc Peter Deisenroth

    Inbunden - 2020 - Engelska - ISBN: 9781108470049

    The fundamental mathematical tools needed to understand machine learning include linear algebra, analytic geometry, matrix decompositions, vector calculus, optimization, probability and statistics. These topics are traditionally taught in disparate…

  • Applied Machine Learning for Health and Fitness

    Applied Machine Learning for Health and Fitness
    av Kevin Ashley

    Häftad - 2020 - Engelska - ISBN: 9781484257715

    Explore the world of using machine learning methods with deep computer vision, sensors and data in sports, health and fitness and other industries. Accompanied by practical step-by-step Python code samples and Jupyter notebooks, this comprehensive g…

  • Python Machine Learning

    Python Machine Learning
    av Sebastian Raschka

    Häftad - 2019 - Engelska - ISBN: 9781789955750

    Applied machine learning with a solid foundation in theory. Revised and expanded for TensorFlow 2, GANs, and reinforcement learning.Key FeaturesThird edition of the bestselling, widely acclaimed Python machine learning bookClear and intuitive explan…

  • Machine Learning with R

    Machine Learning with R
    av Brett Lantz

    Häftad - 2019 - Engelska - ISBN: 9781788295864

    Solve real-world data problems with R and machine learningKey FeaturesThird edition of the bestselling, widely acclaimed R machine learning book, updated and improved for R 3.6 and beyondHarness the power of R to build flexible, effective, and trans…

  • Python Machine Learning By Example

    Python Machine Learning By Example
    av Yuxi Liu

    Häftad - 2020 - Engelska - ISBN: 9781800209718

    A comprehensive guide to get you up to speed with the latest developments of practical machine learning with Python and upgrade your understanding of machine learning (ML) algorithms and techniquesKey FeaturesDive into machine learning algorithms to…

  • Natural Language Annotation for Machine Learning

    Natural Language Annotation for Machine Learning
    av James Pustejovsky

    Häftad - 2012 - Engelska - ISBN: 9781449306663

    Create your own natural language training corpus for machine learning. This example-driven book walks you through the annotation cycle, from selecting an annotation task and creating the annotation specification to designing the guidelines, creating…

  • Planning Algorithms

    Planning Algorithms
    av Steven M. LaValle

    Inbunden - 2006 - Engelska - ISBN: 9780521862059

    Planning algorithms are impacting technical disciplines and industries around the world, including robotics, computer-aided design, manufacturing, computer graphics, aerospace applications, drug design, and protein folding. This coherent and compreh…

  • The Sciences of the Artificial

    The Sciences of the Artificial
    av Herbert A. Simon

    Häftad - 2019 - Engelska - ISBN: 9780262537537

    Herbert Simon's classic work on artificial intelligence in the expanded and updated third edition from 1996, with a new introduction by John E. Laird.Herbert Simon's classic and influential The Sciences of the Artificial declares definitively that t…

  • Python Machine Learning By Example

    Python Machine Learning By Example
    av Yuxi Liu

    Häftad - 2019 - Engelska - ISBN: 9781789616729

    Grasp machine learning concepts, techniques, and algorithms with the help of real-world examples using Python libraries such as TensorFlow and scikit-learnKey FeaturesExploit the power of Python to explore the world of data mining and data analytics…

  • Introduction to Natural Language Processing

    Introduction to Natural Language Processing
    av Jacob Eisenstein

    Inbunden - 2019 - Engelska - ISBN: 9780262042840

    A survey of computational methods for understanding, generating, and manipulating human language, which offers a synthesis of classical representations and algorithms with contemporary machine learning techniques.This textbook provides a technical p…

  • Deep Learning

    Deep Learning
    av John D. Kelleher

    Häftad - 2019 - Engelska - ISBN: 9780262537551

    An accessible introduction to the artificial intelligence technology that enables computer vision, speech recognition, machine translation, and driverless cars.Deep learning is an artificial intelligence technology that enables computer vision, spee…

  • Introducing MLOps

    Introducing MLOps
    av Mark Treveil

    Häftad - 2020 - Engelska - ISBN: 9781492083290

    More than half of the analytics and machine learning (ML) models created by organizations today never make it into production. Some of the challenges and barriers to operationalization are technical, but others are organizational. Either way, the bo…

  • Machine Learning

    Machine Learning
    av Stephen Marsland

    Inbunden - 2014 - Engelska - ISBN: 9781466583283

    A Proven, Hands-On Approach for Students without a Strong Statistical FoundationSince the best-selling first edition was published, there have been several prominent developments in the field of machine learning, including the increasing work on the…

  • Data-Driven Science and Engineering

    Data-Driven Science and Engineering
    av Steven L. Brunton

    Inbunden - 2019 - Engelska - ISBN: 9781108422093

    Data-driven discovery is revolutionizing the modeling, prediction, and control of complex systems. This textbook brings together machine learning, engineering mathematics, and mathematical physics to integrate modeling and control of dynamical syste…

  • How We Learn

    How We Learn
    av Stanislas Dehaene

    Storpocket - 2021 - Engelska - ISBN: 9780141989303

    'Absorbing, mind-enlarging, studded with insights ... This could have significant real-world results' Sunday Times Humanity's greatest feat is our incredible ability to learn. Even in their first year, infants acquire language, visual and social kno…

  • Machine Learning for Asset Managers

    Machine Learning for Asset Managers
    av Marcos M. Lopez de Prado

    Häftad - 2020 - Engelska - ISBN: 9781108792899

    Successful investment strategies are specific implementations of general theories. An investment strategy that lacks a theoretical justification is likely to be false. Hence, an asset manager should concentrate her efforts on developing a theory rat…

  • AI Narratives

    AI Narratives

    Inbunden - 2020 - Engelska - ISBN: 9780198846666

    This book is the first to examine the history of imaginative thinking about intelligent machines. As real Artificial Intelligence (AI) begins to touch on all aspects of our lives, this long narrative history shapes how the technology is developed, d…

  • MATLAB Machine Learning Recipes

    MATLAB Machine Learning Recipes
    av Michael Paluszek

    Häftad - 2019 - Engelska - ISBN: 9781484239155

    Harness the power of MATLAB to resolve a wide range of machine learning challenges. This book provides a series of examples of technologies critical to machine learning. Each example solves a real-world problem. All code in MATLAB Machine Learning R…

  • Hands-On Machine Learning with scikit-learn and Scientific Python Toolkits

    Hands-On Machine Learning with scikit-learn and Scientific Python Toolkits
    av Tarek Amr

    Häftad - 2020 - Engelska - ISBN: 9781838826048

    Integrate scikit-learn with various tools such as NumPy, pandas, imbalanced-learn, and scikit-surprise and use it to solve real-world machine learning problemsKey FeaturesDelve into machine learning with this comprehensive guide to scikit-learn and…

  • Machine Learning Design Patterns

    Machine Learning Design Patterns
    av Valliappa Lakshmanan

    Häftad - 2020 - Engelska - ISBN: 9781098115784

    The design patterns in this book capture best practices and solutions to recurring problems in machine learning. The authors, three Google engineers, catalog proven methods to help data scientists tackle common problems throughout the ML process. Th…

  • The Robotic Process Automation Handbook

    The Robotic Process Automation Handbook
    av Tom Taulli

    Häftad - 2020 - Engelska - ISBN: 9781484257289

    While Robotic Process Automation (RPA) has been around for about 20 years, it has hit an inflection point because of the convergence of cloud computing, big data and AI. This book shows you how to leverage RPA effectively in your company to automate…

  • How Smart Machines Think

    How Smart Machines Think
    av Sean Gerrish

    Häftad - 2019 - Engelska - ISBN: 9780262537971

    Everything you've always wanted to know about self-driving cars, Netflix recommendations, IBM's Watson, and video game-playing computer programs.The future is here: Self-driving cars are on the streets, an algorithm gives you movie and TV recommenda…

  • Machine Learning

    Machine Learning
    av Ethem Alpaydin

    Häftad - 2016 - Engelska - ISBN: 9780262529518

    A concise overview of machine learning-computer programs that learn from data-which underlies applications that include recommendation systems, face recognition, and driverless cars.Today, machine learning underlies a range of applications we use ev…

  • Machine Learning

    Machine Learning
    av Kevin P. Murphy

    Inbunden - 2012 - Engelska - ISBN: 9780262018029

    A comprehensive introduction to machine learning that uses probabilistic models and inference as a unifying approach.Today's Web-enabled deluge of electronic data calls for automated methods of data analysis. Machine learning provides these, develop…

  • Learning Spark

    Learning Spark
    av Jules Damji

    Häftad - 2020 - Engelska - ISBN: 9781492050049

    Data is getting bigger, arriving faster, and coming in varied formats-and it all needs to be processed at scale for analytics or machine learning. How can you process such varied data workloads efficiently? Enter Apache Spark. Updated to emphasize n…

  • Information-Theoretic Methods in Data Science

    Information-Theoretic Methods in Data Science

    Inbunden - 2021 - Engelska - ISBN: 9781108427135

    Learn about the state-of-the-art at the interface between information theory and data science with this first unified treatment of the subject. Written by leading experts in a clear, tutorial style, and using consistent notation and definitions thro…

  • Machine Learning Engineering

    Machine Learning Engineering
    av Andriy Burkov

    Häftad - 2020 - Engelska - ISBN: 9781999579579

  • Understanding Machine Learning

    Understanding Machine Learning
    av Shai Shalev-Shwartz

    Inbunden - 2014 - Engelska - ISBN: 9781107057135

    Machine learning is one of the fastest growing areas of computer science, with far-reaching applications. The aim of this textbook is to introduce machine learning, and the algorithmic paradigms it offers, in a principled way. The book provides a th…

  • Fundamentals of Machine Learning for Predictive Data Analytics

    Fundamentals of Machine Learning for Predictive Data Analytics
    av John D. Kelleher

    Inbunden - 2020 - Engelska - ISBN: 9780262044691

    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 docu…

  • Deep Learning with Python

    Deep Learning with Python
    av Nikhil Ketkar

    Häftad - 2021 - Engelska - ISBN: 9781484253632

    Master the practical aspects of implementing deep learning solutions with PyTorch, using a hands-on approach to understanding both theory and practice. This updated edition will prepare you for applying deep learning to real world problems with a so…

  • Fundamentals of Machine Learning for Predictive Data Analytics

    Fundamentals of Machine Learning for Predictive Data Analytics
    av John D. Kelleher

    Inbunden - 2015 - Engelska - ISBN: 9780262029445

    A comprehensive introduction to the most important machine learning approaches used in predictive data analytics, covering both theoretical concepts and practical applications.Machine learning is often used to build predictive models by extracting p…

  • Bandit Algorithms

    Bandit Algorithms
    av Tor Lattimore

    Inbunden - 2020 - Engelska - ISBN: 9781108486828

    Decision-making in the face of uncertainty is a significant challenge in machine learning, and the multi-armed bandit model is a commonly used framework to address it. This comprehensive and rigorous introduction to the multi-armed bandit problem ex…

  • Smart Cities

    Smart Cities
    av Germaine Halegoua

    Häftad - 2020 - Engelska - ISBN: 9780262538053

    Key concepts, definitions, examples, and historical contexts for understanding smart cities, along with discussions of both drawbacks and benefits of this approach to urban problems.Over the past ten years, urban planners, technology companies, and…

  • Python Machine Learning Cookbook

    Python Machine Learning Cookbook
    av Prateek Joshi

    Häftad - 2016 - Engelska - ISBN: 9781786464477

    100 recipes that teach you how to perform various machine learning tasks in the real worldAbout This Book* Understand which algorithms to use in a given context with the help of this exciting recipe-based guide* Learn about perceptrons and see how t…

  • Practical Smoothing

    Practical Smoothing
    av Paul H.C. Eilers

    Inbunden - 2021 - Engelska - ISBN: 9781108482950

    This is a practical guide to P-splines, a simple, flexible and powerful tool for smoothing. P-splines combine regression on B-splines with simple, discrete, roughness penalties. They were introduced by the authors in 1996 and have been used in many…

  • Building an Enterprise Chatbot

    Building an Enterprise Chatbot
    av Abhishek Singh

    Häftad - 2019 - Engelska - ISBN: 9781484250334

    Explore the adoption of chatbots in business by focusing on the design, deployment, and continuous improvement of chatbots in a business, with a single use-case from the banking and insurance sector. This book starts by identifying the business proc…

  • A First Course in Machine Learning

    A First Course in Machine Learning
    av Simon Rogers

    Inbunden - 2016 - Engelska - ISBN: 9781498738484

    "A First Course in Machine Learning by Simon Rogers and Mark Girolami is the best introductory book for ML currently available. It combines rigor and precision with accessibility, starts from a detailed explanation of the basic foundations of Bayesi…

  • Decision Making Under Uncertainty

    Decision Making Under Uncertainty
    av Mykel J. Kochenderfer

    Inbunden - 2015 - Engelska - ISBN: 9780262029254

    An introduction to decision making under uncertainty from a computational perspective, covering both theory and applications ranging from speech recognition to airborne collision avoidance.Many important problems involve decision making under uncert…