我们在寻找捷径,只想直接跳到主要概念。如果你在网上进行简单搜索,会看到成千上万的人在问“我如何学习机器学习?”“学习机器学习最快的方法是什么?”以及“开始学习机器学习最好的资源是什么?”然而,这里存在一个问题。掌握一门科学分支不仅仅是一种自我感觉良好的行为,它有自身的要求。机器学习最关键的要求之一是...
Introducing My New Ebook:”Basics of Linear Algebra for Machine Learning“Welcome to the “Basics of Linear Algebra for Machine Learning”I designed this book to teach machine learning practitioners, like you, step-by-step the basics of linear algebra with concrete and executable examples in ...
定价:USD 69.99 装帧:Paperback ISBN:9783030403430 豆瓣评分 评价人数不足 评价: 写笔记 写书评 加入购书单 分享到 推荐 内容简介· ··· This textbook introduces linear algebra and optimization in the context of machine learning. Examples and exercises are provided throughout this text book together...
Welcome to the “Basics of Linear Algebra for Machine Learning”I designed this book to teach machine learning practitioners, like you, step-by-step the basics of linear algebra with concrete and executable examples in Python.This book was carefully designed to help you bring the knowledge of a...
Matrices, vectors, addition, scalar multiplication, matrix vector multiplication, matrix matrix multiplication, properties of matrix multiplication, inverse ...
This book provides the mathematical fundamentals of linear algebra to practicers in computer vision, machine learning, robotics, applied mathematics, and electrical engineering. By only assuming a knowledge of calculus, the authors develop, in a rigorous yet down to earth manner, the mathematical theo...
Volume 2 applies the linear algebra concepts presented in Volume 1 to optimization problems which frequently occur throughout machine learning. This book blends theory with practice by not only carefully discussing the mathematical under pinnings of each optimization technique but by applying these techni...
Mathematics for Machine Learning--学习笔记:Linear Algebra【草稿 未完成】,LinearAlgebra线性代数和。在这本书中,我们讨论了向量的更一般的概念,并使用一个粗体字母来表示它们,例如:x和y。 一般来说,向量是特殊的
当当书之源外文图书在线销售正版《现货 Linear Algebra and Optimization for Machine Learning: A Textbook (202 [ISBN:9783030403461]》。最新《现货 Linear Algebra and Optimization for Machine Learning: A Textbook (202 [ISBN:9783030403461]》简介、书评、试读、价
The ingrained use of linear algebra notation and methods in sub-fields such as deep learning, natural language processing, and recommender systems. Kick-start your project with my new book Linear Algebra for Machine Learning, including step-by-step tutorials and the Python source code files for ...