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  • A Mathematical Introduction to Data Science with Python

    de Yi Sun, Rod Adams ...
    Series series Computer Science (R0)
    This textbook serves as a companion to "A Mathematical Introduction to Data Science". It uses Python programming to provide a comprehensive foundation in the mathematics needed for data science. It is designed for anyone with a basic mathematical background, including students and self-learners interested in understanding the principles behind the computational algorithms used in data science. The ... Leer más

    $58.99 USD

  • A Mathematical Introduction to Data Science

    de Yi Sun, Rod Adams ...
    Series series Computer Science (R0)
    This textbook provides a comprehensive foundation in the mathematics needed for data science for students and self-learners with a basic mathematical background who are interested in the principles behind computational algorithms in data science. It covers sets, functions, linear algebra, and calculus, and delves deeply into probability and statistics, which are key areas for understanding the ... Leer más

    $53.99 USD

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  • Machine Learning with PyTorch and Scikit-Learn

    Develop machine learning and deep learning models with Python

    This book of the bestselling and widely acclaimed Python Machine Learning series is a comprehensive guide to machine and deep learning using PyTorch s simple to code framework. Purchase of the print or Kindle book includes a free eBook in PDF format.Key FeaturesLearn applied machine learning with a solid foundation in theoryClear, intuitive explanations take you deep into the theory and practice ... Leer más

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  • Math for Deep Learning

    What You Need to Know to Understand Neural Networks

    Math for Deep Learning provides the essential math you need to understand deep learning discussions, explore more complex implementations, and better use the deep learning toolkits.With Math for Deep Learning, you'll learn the essential mathematics used by and as a background for deep learning.You’ll work through Python examples to learn key deep learning related topics in probability, statistics, ... Leer más

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  • Doing Math with Python

    Use Programming to Explore Algebra, Statistics, Calculus, and More!

    de Amit Saha ...
    Doing Math with Python shows you how to use Python to delve into high school–level math topics like statistics, geometry, probability, and calculus. You’ll start with simple projects, like a factoring program and a quadratic-equation solver, and then create more complex projects once you’ve gotten the hang of things.Along the way, you’ll discover new ways to explore math and gain valuable ... Leer más

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  • Machine Learning Algorithms

    A reference guide to popular algorithms for data science and machine learning

    Build strong foundation for entering the world of Machine Learning and data science with the help of this comprehensive guideKey Features\[\*\] Get started in the field of Machine Learning with the help of this solid, concept-rich, yet highly practical guide.\[\*\] Your one-stop solution for everything that matters in mastering the whats and whys of Machine Learning algorithms and their ... Leer más

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  • Mathematica Cookbook

    Building Blocks for Science, Engineering, Finance, Music, and More

    de Sal Mangano ...
    Mathematica Cookbook helps you master the application's core principles by walking you through real-world problems. Ideal for browsing, this book includes recipes for working with numerics, data structures, algebraic equations, calculus, and statistics. You'll also venture into exotic territory with recipes for data visualization using 2D and 3D graphic tools, image processing, and music.Although ... Leer más

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  • Math for Programming

    A one-stop-shop for all the math you should have learned for your programming career.Every great programming challenge has mathematical principles at its heart. Whether you’re optimizing search algorithms, building physics engines for games, or training neural networks, success depends on your grasp of core mathematical concepts.In Math for Programming, you’ll master the essential mathematics that ... Leer más

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  • Hands-On Mathematics for Deep Learning

    Build a solid mathematical foundation for training efficient deep neural networks

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    Designing Next-Generation Machine Intelligence Algorithms

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    A comprehensive introduction to mathematics in Python for artificial intelligence applications

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