Best Machine Learning Books

Best Data Mining Textbook on March 2024 Shopping Deals at Bestonio.com

  • Data Mining: The Textbook

    • ASIN: 3319141414
    • ISBN: 9783319141411
    • Brand: Springer
    • Manufacturer: Springer

    This textbook explores the different aspects of data mining from the fundamentals to the complex data types and their applications, capturing the wide diversity of problem domains for data mining issues. It goes beyond the traditional focus on data mining problems to introduce advanced data types such as text, time series, discrete sequences, spati... [Read More]

  • Data Mining: Practical Machine Learning Tools and Techniques (Morgan Kaufmann Series in Data Management Systems)

    • ASIN: 0128042915
    • ISBN: 0128042915
    • Brand: Morgan Kaufmann
    • Manufacturer: Morgan Kaufmann

    Data Mining: Practical Machine Learning Tools and Techniques, Fourth Edition, offers a thorough grounding in machine learning concepts, along with practical advice on applying these tools and techniques in real-world data mining situations. This highly anticipated fourth edition of the most acclaimed work on data mining and machine learning teaches... [Read More]

  • Automate the Boring Stuff with Python: Practical Programming for Total Beginners

    • ASIN: B00WJ049VU
    • Manufacturer: No Starch Press

    If you’ve ever spent hours renaming files or updating hundreds of spreadsheet cells, you know how tedious tasks like these can be. But what if you could have your computer do them for you?In Automate the Boring Stuff with Python, you’ll learn how to use Python to write programs that do in minutes what would take you hours to do by hand—no pri... [Read More]

  • Hands-On Machine Learning with Scikit-Learn and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems

    • ASIN: 1491962291
    • ISBN: 1491962291
    • Brand: O'Reilly Media
    • Manufacturer: O'Reilly Media

    Graphics in this book are printed in black and white.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 from data. This practical book shows you how.By... [Read More]

  • Data Science for Business: What You Need to Know about Data Mining and Data-Analytic Thinking

    • ASIN: B00E6EQ3X4
    • Manufacturer: O'Reilly Media

    Written by renowned data science experts Foster Provost and Tom Fawcett, Data Science for Business introduces the fundamental principles of data science, and walks you through the "data-analytic thinking" necessary for extracting useful knowledge and business value from the data you collect. This guide also helps you understand the many data-mining... [Read More]

  • Deep Learning (Adaptive Computation and Machine Learning series)

    • ASIN: 0262035618
    • ISBN: 0262035618
    • Brand: The MIT Press
    • Manufacturer: The MIT Press

    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 comprehensive book on the subject.”―Elon Musk, cochair of OpenAI; cofounder and CEO of Tesla and Sp... [Read More]

  • Data Mining for Business Analytics: Concepts, Techniques, and Applications with JMP Pro

    • ASIN: 1118877438
    • ISBN: 1118877438
    • Manufacturer: Wiley

    Data Mining for Business Analytics: Concepts, Techniques, and Applications with JMP Pro® presents an  applied and interactive approach to data mining. Featuring hands-on applications with JMP Pro®, a statistical package from the SAS Institute, the bookuses engaging, real-world examples to build a theoretical and practical understanding of key da... [Read More]

  • The Elements of Statistical Learning: Data Mining, Inference, and Prediction, Second Edition (Springer Series in Statistics)

    • ASIN: 0387848576
    • ISBN: 0387848576
    • Brand: Springer
    • Manufacturer: Springer

    This book describes the important ideas in a variety of fields such as medicine, biology, finance, and marketing in a common conceptual framework. While the approach is statistical, the emphasis is on concepts rather than mathematics. Many examples are given, with a liberal use of colour graphics. It is a valuable resource for statisticians and a... [Read More]

  • Python Crash Course: A Hands-On, Project-Based Introduction to Programming

    • ASIN: B018UXJ9RI
    • Manufacturer: No Starch Press

    Python Crash Course is a fast-paced, thorough introduction to Python that will have you writing programs, solving problems, and making things that work in no time.In the first half of the book, you’ll learn about basic programming concepts, such as lists, dictionaries, classes, and loops, and practice writing clean and readable code with exercise... [Read More]

  • An Introduction to Statistical Learning: with Applications in R (Springer Texts in Statistics)

    • ASIN: 1461471370
    • ISBN: 1461471370
    • Brand: Springer
    • Manufacturer: Springer

    An Introduction to Statistical Learning provides an accessible overview of the field of statistical learning, an essential toolset for making sense of the vast and complex data sets that have emerged in fields ranging from biology to finance to marketing to astrophysics in the past twenty years. This book presents some of the most important modelin... [Read More]

  • R for Data Science: Import, Tidy, Transform, Visualize, and Model Data

    • ASIN: 1491910399
    • ISBN: 1491910399
    • Brand: O Reilly Media
    • Manufacturer: O'Reilly Media

    Learn how to use R to turn raw data into insight, knowledge, and understanding. This book introduces you to R, RStudio, and the tidyverse, a collection of R packages designed to work together to make data science fast, fluent, and fun. Suitable for readers with no previous programming experience, R for Data Science is designed to get you doing data... [Read More]

  • Neural Networks and Deep Learning: A Textbook

    • ASIN: 3319944622
    • ISBN: 3319944622
    • Manufacturer: Springer

    This book covers both classical and modern models in deep learning. The primary focus is on the theory and algorithms of deep learning. The theory and algorithms of neural networks are particularly important for understanding important concepts, so that one can understand the important design concepts of neural architectures in different applicatio... [Read More]

  • Neural Network Projects with Python: The ultimate guide to using Python to explore the true power of neural networks through six projects

    • ASIN: B07P77QWW7
    • Manufacturer: Packt Publishing

    Build your Machine Learning portfolio by creating 6 cutting-edge Artificial Intelligence projects using neural networks in PythonKey FeaturesDiscover neural network architectures (like CNN and LSTM) that are driving recent advancements in AIBuild expert neural networks in Python using popular libraries such as KerasIncludes projects such as object ... [Read More]

  • Pattern Recognition and Machine Learning (Information Science and Statistics)

    • ASIN: 0387310738
    • ISBN: 0387310738
    • Brand: imusti
    • Manufacturer: Springer

    This is the first textbook on pattern recognition to present the Bayesian viewpoint. The book presents approximate inference algorithms that permit fast approximate answers in situations where exact answers are not feasible. It uses graphical models to describe probability distributions when no other books apply graphical models to machine learning... [Read More]

  • Python Machine Learning: Machine Learning and Deep Learning with Python, scikit-learn, and TensorFlow, 2nd Edition

    • ASIN: 1787125939
    • ISBN: 9781787125933
    • Manufacturer: Packt Publishing

    Key FeaturesSecond edition of the bestselling book on Machine LearningA practical approach to key frameworks in data science, machine learning, and deep learningUse the most powerful Python libraries to implement machine learning and deep learningGet to know the best practices to improve and optimize your machine learning systems and algorithmsBook... [Read More]

  • Confident Data Skills: Master the Fundamentals of Working with Data and Supercharge Your Career (Confident Series)

    • ASIN: B078HF5TKY
    • Manufacturer: Kogan Page

    Data science is the most exciting skill you can master. Data has dramatically changed how our world works. From entertainment to politics, from technology to advertising and from science to the business world, data is integral and its only limit is our imagination. If you want to have a vibrant and valuable professional life, being skilled with dat... [Read More]

  • Advances in Financial Machine Learning

    • ASIN: 1119482089
    • ISBN: 1119482089
    • Manufacturer: Wiley

    Machine learning (ML) is changing virtually every aspect of our lives. Today ML algorithms accomplish tasks that until recently only expert humans could perform. As it relates to finance, this is the most exciting time to adopt a disruptive technology that will transform how everyone invests for generations. Readers will learn how to structure Big ... [Read More]

  • Fundamentals of Machine Learning for Predictive Data Analytics: Algorithms, Worked Examples, and Case Studies (The MIT Press)

    • UPC: 783324881585
    • ASIN: 0262029448
    • ISBN: 0262029448
    • Brand: The MIT Press
    • Manufacturer: The MIT Press

    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 patterns from large datasets. These models are used in predictive data analytics applications includin... [Read More]

  • Machine Learning: A Probabilistic Perspective (Adaptive Computation and Machine Learning series)

    • ASIN: 0262018020
    • ISBN: 0262018020
    • Brand: imusti
    • Manufacturer: The MIT Press

    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, developing methods that can automatically detect patterns in data and then use the uncovered patterns to pre... [Read More]

  • Practical Statistics for Data Scientists: 50 Essential Concepts

    • ASIN: 1491952962
    • ISBN: 1491952962
    • Manufacturer: O'Reilly Media

    Statistical methods are a key part of of data science, yet very few data scientists have any formal statistics training. Courses and books on basic statistics rarely cover the topic from a data science perspective. This practical guide explains how to apply various statistical methods to data science, tells you how to avoid their misuse, and gives ... [Read More]

  • Best Machine Learning Books

    Data Mining The Textbook

    Statistical Aspects of Data Mining (Stats 202) Day 1