Data science and machine learning have been deeply integrated into every aspect of our lives, and mathematics is the key to unlocking the future. Not everyone is born with a good deck of cards, but mastering "mathematics + programming + machine learning" is definitely a trump card. This time, learning mathematics is no longer about exams, scores, and higher education, but about investing time, self-realization, and facing the future. In order to let everyone learn mathematics, use mathematics, and even fall in love with mathematics, when creating this set of books, the author tried his best to overcome the various shortcomings of traditional mathematics textbooks, so that everyone can be interested, understand, think, and be more confident and useful when learning.
"Essentials of Mathematics: Full-Color Illustrations + Micro Courses + Python Programming" breaks the barriers of mathematics sections and organically combines arithmetic, algebra, linear algebra, geometry, analytic geometry, probability statistics, calculus, optimization methods and other sections. Let's start with the four arithmetic operations of addition, subtraction, multiplication and division.
The main contents include: Chapters 1 and 2 explain the basic operations of vectors and matrices; Chapter 3 explains common geometry knowledge; Chapter 4 explains algebraic knowledge; Chapters 5 and 6 introduce the coordinate system; Chapters 7, 8 and 9 introduce analytic geometry; Chapters 10 to 14 are all centered around functions; Chapters 15 to 19 explain calculus and optimization problems; Chapters 20 and 21 Two chapters are an introduction to probability and statistics; the last four chapters of "Elements of Mathematics: Full-Color Illustrations + Micro Courses + Python Programming" end with linear algebra.
The content arrangement of "Elements of Mathematics: Full-Color Illustrations + Micro-Lectures + Python Programming" highlights "Illustrations + Programming + Machine Learning Applications". When explaining some specific mathematical tools, "Mathematical Elements: Full-Color Illustrations + Micro-Lectures + Python Programming" will intersperse introductions to their application scenarios in the fields of data science and machine learning, allowing everyone to apply what they have learned. Although "Essentials of Mathematics: Full-Color Illustrations + Micro-Lectures + Python Programming" is advertised as "from addition, subtraction, multiplication and division to machine learning," it is recommended that readers have at least high school mathematics knowledge. If the reader is studying or has studied college mathematics (calculus, linear algebra, probability and statistics), it will be easier to read.
Reader comments
This book is really interesting! It is not as boring as traditional mathematics textbooks, and the full-color illustrations and micro-lectures make learning easier. I especially like the programming part of the book, which allows me to see mathematics in practical applications. Moreover, the author is also very careful in arranging the content, organically combining various mathematics sections to make learning very organized. In short, this book gave me a new understanding of mathematics, and I recommend it to everyone!
You can listen to books! Thanks for the great book! [Send heart][Send heart]
Nice, clear and concise.
This is a very useful book
After reading 1/3, I regained control of early mathematics.
This book is really interesting! It is not as boring as traditional mathematics textbooks, and the full-color illustrations and micro-lectures make learning easier. I especially like the programming part of the book, which allows me to see mathematics in practical applications. Moreover, the author is also very careful in arranging the content, organically combining various mathematics sections to make learning very organized. In short, this book gave me a new understanding of mathematics, and I recommend it to everyone!
You can listen to books! Thanks for the great book! [Send heart][Send heart]
Nice, clear and concise.
This is a very useful book
After reading 1/3, I regained control of early mathematics.