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Item #:
15487278
Machine Learning: An Applied Mathematics Introduction
88% of respondents would recommend this to a friend
Item #:
15487278
DKK 162
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An accessible introduction for anyone who wants to understand the foundations and put the tools into practice.
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What Stands Out
Applied Approach
This book emphasizes practical applications of machine learning concepts, bridging the gap between theory and practice, making it ideal for students and professionals seeking real-world implementations.
Mathematical Foundation
It provides a strong mathematical foundation essential for understanding machine learning algorithms, ensuring readers develop both the theoretical and computational skills necessary for advanced studies or industry roles.
Comprehensive Coverage
The text covers a wide range of machine learning topics, from basic concepts to advanced techniques, making it a valuable resource for a diverse audience, including novices and seasoned practitioners.
Product Details
- Fully self-contained introduction to machine learning
- Requires understanding of basics of matrix algebra and calculus
- Covers essential mathematics behind important techniques
- Includes real-world examples from various fields
- Authored by Paul Wilmott, an experienced educator in the field
- Accessible introduction for anyone wanting to understand foundations and apply tools
| Publisher | Panda Ohana Publishing |
| Publication date | May 26, 2019 |
| Language | English |
| Print length | 242 pages |
| ISBN-10 | 1916081606 |
| ISBN-13 | 978-1916081604 |
| Item Weight | 12.2 ounces (345.87 grams) |
| Dimensions | 6.14 x 0.55 x 9.21 inches (15.6 x 1.4 x 23.4 cm) |
Who Should Buy?
-
Undergraduate Students
Ideal for students seeking foundational knowledge in machine learning with a focus on applied mathematics principles.
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Data Science Practitioners
Beneficial for professionals looking to deepen their understanding of mathematical concepts in machine learning applications.
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Self-learners
Perfect for independent learners who wish to explore machine learning concepts at their own pace using mathematics.
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Beginners
Not suitable for complete beginners without prior knowledge of mathematics or programming concepts in machine learning.
Product Description
Machine Learning: An Applied Mathematics Introduction
About This Item
Are you ready to dive into the exciting world of Machine Learning? Look no further than our product title, "Machine Learning: An Applied Mathematics Introduction." This comprehensive guide combines the power of applied mathematics with the fascinating concept of machine learning to bring you a wealth of knowledge and practical application. Through the use of various Machine Learning algorithms, this book explores the ways in which applied mathematics can enhance your understanding and implementation of machine learning models. Gain a solid foundation in the principles of applied mathematics for machine learning and discover how these techniques can be used to solve real-world problems. Whether you're a student or a professional, this book is the perfect introduction to Machine Learning and applied mathematics. Learn the essential concepts and techniques needed to thrive in this rapidly growing field.
From understanding the foundational principles to exploring cutting-edge frameworks, each chapter will provide you with valuable insights and actionable information. Discover the wide range of applications for Machine Learning and Applied Mathematics across various industries. From business optimization to data analysis, finance to research, this book will show you how applied mathematics can revolutionize the way you approach these areas. Gain the knowledge and skills needed to leverage Machine Learning and applied mathematics to drive innovation and success in your chosen field. Don't miss out on the opportunity to master the intersection of Machine Learning and applied mathematics.
Empower yourself with the tools and techniques needed to excel in this dynamic field. Grab your copy of "Machine Learning: An Applied Mathematics Introduction" today and embark on a journey of endless possibilities.
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Customer Questions & Answers
-
Question:
Who is the author of this book?
Answer: Paul Wilmott -
Question:
What are some of the fields that the book covers?
Answer: Finance, economics, politics, biology, sociology, gambling, and marketing -
Question:
Is this book suitable for beginners?
Answer: Yes, it is accessible for anyone with an understanding of matrix algebra and calculus -
Question:
Does this book require a strong math background?
Answer: Yes, the book assumes a background in applied mathematics and jumps between high-level and technical discussions. -
Question:
Is this book suitable for machine learning beginners?
Answer: It may disappoint beginners without sufficient math knowledge, as the book assumes a certain level of math background. -
Question:
Does the book provide a concise and rigorous introduction to machine learning?
Answer: No, it jumps between high-level discussion and technical detail, lacking clarity in explaining certain topics. -
Question:
Is the book well-organized with useful examples and diagrams?
Answer: Yes, it is well-organized and provides lots of useful examples and diagrams.
Applied Editorial Review
Machine Learning: An Applied Mathematics Introduction Illustrated Edition provides a short and readable account of main machine learning ideas. It is well-organized with useful examples and diagrams. However, it assumes a background in applied mathematics and jumps between high-level and technical discussions, which may disappoint beginners without sufficient math knowledge. The book strikes a balance between intuition and technical detail in some parts, but lacks clarity in explaining certain topics. Overall, it is an easy and inexpensive read for those with a strong math foundation.
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Pros
- Short and readable introduction to machine learning
- Well-organized with useful examples and diagrams
- Balances intuition and technical detail in some parts
Cons
- Assumes background in applied mathematics
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DKK 162
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Features & Benefits
- Fully self-contained introduction to machine learning
- Covers the essential mathematics behind the most important techniques
- Includes real-world examples from various fields
- Accessible for those with basic understanding of matrix algebra and calculus
- Written by Paul Wilmott, a renowned expert in the field
- Great resource for anyone looking to learn and apply machine learning
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