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- Introduction to Machine Learning
Introduction to Machine Learning
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Introduction to Machine Learning weaves reproducible coding examples into explanatory text to show what machine learning is, how it can be applied, and how it works.
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Информация за продукта
- Machine learning—a computer’s ability to learn—is transforming our world: it is used to understand images, process text, make predictions by analyzing large amounts of data, and much more. It can be used in nearly every industry to improve efficiency and help stakeholders make better decisions. Whatever your industry or hobby, chances are that these modern artificial intelligence methods will be useful to you as well.Introduction to Machine Learning weaves reproducible coding examples into explanatory text to show what machine learning is, how it can be applied, and how it works. Perfect for anyone new to the world of AI or those looking to further their understanding, the text begins with a brief introduction to the Wolfram Language, the programming language used for the examples throughout the book. From there, readers are introduced to key concepts before exploring common methods and paradigms such as classification, regression, clustering, and deep learning. The math content is kept to a minimum to focus on what matters—applying the concepts in useful contexts. This book is sure to benefit anyone curious about the fascinating field of machine learning.
| Publisher | Wolfram Media, Inc. |
| Publication date | December 20, 2021 |
| Language | English |
| Print length | 424 pages |
| ISBN-10 | 1579550487 |
| ISBN-13 | 978-1579550486 |
| Item Weight | 1.75 pounds (790 grams) |
| Dimensions | 7 x 0.86 x 10 inches (17.8 x 2.2 x 25.4 cm) |
Who Should Buy?
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Beginners in AI
Ideal for users with no prior knowledge who wish to learn basic machine learning concepts and applications.
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Data Science Students
Supports students pursuing data science, helping them understand machine learning fundamentals essential for their coursework.
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Career Changers
Well-suited for professionals seeking to transition into tech roles where machine learning skills are increasingly demanded.
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Advanced Practitioners
Not suitable for experienced data scientists looking for in-depth or specialized machine learning theories and advanced techniques.
ОПИСАНИЕ НА ПРОДУКТА
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Intelligence & Semantics Editorial Review
**** The product, "Introduction to Machine Learning," has garnered a highly positive reception among readers interested in understanding the field of machine learning. The book effectively balances accessibility for non-specialists and the rigors of machine learning concepts, making it an excellent resource for both beginners and those looking to fracture deeper into the subject matter. Readers have praised the clear and engaging writing style, noting that the non-technical approach remains thorough without sacrificing depth. The book is structured with practical examples that illustrate key concepts such as Prediction, Classification, Regression, Learning methods, and Bayesian Methods. This practical orientation serves to demystify the often-complex subject of machine learning. The inclusion of code snippets in the Wolfram Language has been particularly well-received. Users appreciate the brevity and clarity of these examples, allowing them to see how ideas translate into code with minimal implementation effort. This aspect is particularly beneficial for those who may not be deeply familiar with coding, as the book fosters an environment of learning and exploration. However, some readers have noted challenges when using the Kindle and PC versions, indicating that code usability suffers due to formatting issues with Mathematica. They suggested that access to downloadable Wolfram notebooks would significantly enhance the reader experience, allowing for a more hands-on engagement with the content. Overall, "Introduction to Machine Learning" stands out as a recommended read for those curious about machine learning or looking to leverage the Wolfram Language in their work. It serves not only as a guide to specific techniques but also as a gateway for non-specialists to grasp the broader essence of the field. **
Customer Reviews & Ratings
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5 звезда
80%
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4 звезда
6%
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3 звезда
7%
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2 звезда
7%
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1 звезда
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Професионалисти
- Accessible and engaging writing style.
- Thorough explanations of machine learning concepts.
- Clear and concise code snippets in Wolfram Language.
- Practical examples that enhance understanding.
минуси
- Lack of downloadable Wolfram notebooks hinders practical application.
Product Price History
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Характеристики и предимства
- Transforming our world
- Can be used in nearly every industry
- Improve efficiency and help stakeholders make better decisions
- Perfect for beginners or those looking to further their understanding
- Covers key concepts, methods, and paradigms
- Math content is kept to a minimum to focus on real-world applications
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