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Before Machine Learning Volume 1 – Linear Algebra for A.I: The fundamental mathematics for Data Science and Artificial Inteligence.
Price: $29.99
(as of Dec 24,2024 04:31:30 UTC – Details)
From the Publisher
Customer Reviews
Price
Subject
Linear Algebra
Calculus
Probability and Statistics
ASIN : B0CW2HDQJ9
Publisher : Independently published (February 20, 2024)
Language : English
Paperback : 164 pages
ISBN-13 : 979-8880261352
Item Weight : 10.7 ounces
Dimensions : 6 x 0.37 x 9 inches
Customers say
Customers find the book well-written and accessible. They appreciate its clear explanations and visuals that make difficult concepts easier to understand. The book starts from the basics and works at a reasonable pace to establish core machine learning principles. Many customers find it useful and consider it one of the best books in math or science. However, opinions differ on the humor – some find it amusing and engaging, while others find it distracting.
AI-generated from the text of customer reviews
Before diving into machine learning, it’s crucial to have a solid understanding of the foundational mathematics that underpin it. In this new series, we will be exploring the essential mathematical concepts that are essential for data science and artificial intelligence.
Volume 1 of this series will focus on linear algebra, a branch of mathematics that deals with vectors, matrices, and linear transformations. Linear algebra plays a crucial role in machine learning, as it provides the mathematical framework for representing and manipulating data.
In this volume, we will cover topics such as vector spaces, linear transformations, matrix operations, eigenvalues, and eigenvectors. Understanding these concepts will not only help you better grasp the inner workings of machine learning algorithms but also enable you to effectively apply them in real-world scenarios.
Whether you’re a beginner looking to build a strong foundation in mathematics for data science and AI or a seasoned practitioner looking to brush up on your linear algebra skills, this series is for you. Stay tuned for more in-depth discussions and practical examples that will help you master the fundamentals of linear algebra for AI.
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