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Python Machine Learning: A Step by Step Beginners Guide to Learn Machine Learning Using Python (Programming Languages for Beginners)
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Python Machine Learning presents you a step-by-step guide on how to create machine learning models that lead to valuable results.
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What Stands Out
Thông tin chi tiết sản phẩm
- A comprehensive guide to learning machine learning using Python programming languages for beginners.
- Covers machine learning theory and practical examples, focusing on analyzing data, visualization methods, regression, classification models, and neural networks.
- Covers setting up the development environment and using Python libraries like Scikit-learn, TensorFlow, Matplotlib, and NumPy.
- Does not require extensive mathematical knowledge, making it accessible to readers with a minimal level of Python programming.
- Topics covered include machine learning fundamentals, solving regression and classification problems, decision trees, k-means clustering, feed-forward, and recurrent neural networks.
- Designed to make the machine learning journey easier for readers.
| Publisher | Independently published |
| Publication date | February 2, 2022 |
| Language | English |
| Print length | 128 pages |
| ISBN-13 | 979-8410816830 |
| Item Weight | 8.8 ounces (249.48 grams) |
| Dimensions | 6 x 0.48 x 9 inches (15.2 x 1.2 x 22.9 cm) |
| Book 3 of 5 | Programming Languages for Beginners |
Who Should Buy?
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New Programmers
Ideal for beginners with no programming experience, providing an introductory framework to machine learning concepts and Python.
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Data Science Enthusiasts
Great for individuals wanting to enter the data science field, offering foundational knowledge in machine learning applications.
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Self-Learners
Perfect for those who prefer self-paced learning, providing clear, structured guidance on machine learning with Python.
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Advanced Users
Not suitable for experienced programmers or data scientists, as the content may be too basic and unchallenging.
MÔ TẢ SẢN PHẨM
Câu hỏi và trả lời của khách hàng
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câu hỏi:
What is the primary focus of Python Machine Learning: A Step by Step Beginner’s Guide?
trả lời: The primary focus of this guide is to introduce beginners to the concepts and practices of machine learning using the Python programming language. It covers various machine learning algorithms, data preprocessing techniques, and the practical implementation of these concepts through Python libraries. This resource is ideal for individuals new to machine learning, providing foundational knowledge that can be built upon for more advanced learning. Readers will gain valuable insights into the data-driven world and learn how to apply machine learning to real-world problems effectively. -
câu hỏi:
Is this book suitable for someone with no programming experience?
trả lời: Yes, this book is designed specifically for beginners, including those who may not have any prior programming knowledge. It starts from the basics of Python programming, gradually leading into more complex machine learning concepts. Each chapter builds on the previous one, offering a comprehensive learning experience. Therefore, even individuals new to coding can comfortably follow along and grasp the essential elements of machine learning. -
câu hỏi:
What Python libraries are covered in this guide?
trả lời: The guide covers essential Python libraries utilized in machine learning, including NumPy, Pandas, Matplotlib, and Scikit-learn. These libraries are crucial for performing data analysis, visualization, and machine learning tasks. With practical examples and hands-on projects provided in the book, readers will learn not only how to use these libraries but also how they can leverage them to enhance their machine learning projects effectively. -
câu hỏi:
How can this book help in building a career in data science?
trả lời: This book lays a solid foundation in machine learning, an integral aspect of data science. By mastering the techniques described, readers can enhance their skills, making them more competitive in the job market. The practical examples and projects included in the book provide portfolio pieces that showcase your understanding and capabilities. Furthermore, by acquiring knowledge in Python and applicable machine learning algorithms, readers are better equipped for roles in data analysis, AI development, and similar fields. -
câu hỏi:
Are there any practical projects included in the book?
trả lời: Yes, the book includes practical projects that allow readers to apply what they've learned in real-world scenarios. These projects encompass various machine learning tasks, such as classification, regression, and clustering. By engaging in these projects, readers will not only strengthen their theoretical understanding but also gain hands-on experience by building functional models, which is essential for anyone looking to transition into a career involving AI and machine learning. -
câu hỏi:
Will this book cover the latest trends in machine learning?
trả lời: The guide includes the latest trends and techniques available in machine learning. It addresses the evolving landscape of machine learning, including discussions on deep learning and neural networks. Understanding these advanced topics equips readers with a more comprehensive toolkit for tackling contemporary challenges in the field, making them well-rounded and updated digital professionals. -
câu hỏi:
Can this book serve as a self-learning resource?
trả lời: Absolutely! This guide is structured to promote self-learning, featuring clear explanations, step-by-step instructions, and practical exercises. Each chapter's design encourages readers to progress at their own pace, making it an ideal self-teaching tool. By following the guides and engaging in hands-on programming, individuals can independently navigate the journey of mastering machine learning with Python. -
câu hỏi:
What prerequisites should I know before starting this book?
trả lời: Before diving into this book, a basic understanding of Python programming is beneficial, though not mandatory. Familiarity with fundamental programming concepts such as variables, loops, and functions will enhance the learning experience. Apart from that, a curious mindset and willingness to learn about data and algorithms are all you need to embark on this educational journey. -
câu hỏi:
Is there any online community or support for readers of this book?
trả lời: While the book itself may not have a dedicated online community, many readers often turn to forums like Stack Overflow, Reddit, or dedicated machine learning communities on platforms like GitHub. Engaging with these communities can provide additional support, resources, and opportunities for discussions with fellow learners, enriching the overall learning experience and allowing readers to connect with others on similar paths. -
câu hỏi:
Where can I buy Python Machine Learning: A Step by Step Beginner’s Guide?
trả lời: You can purchase Python Machine Learning: A Step by Step Beginner’s Guide at Ubuy. This online shopping platform offers a convenient way to find this title and is known for its extensive range of books and educational resources. Simply visit Ubuy and search for the book to make your purchase without any hassle.
Introductory & Beginning Editorial Review
Python Machine Learning: A Step by Step Beginners Guide to Learn Machine Learning Using Python is a comprehensive resource for newcomers to the programming field. It features 130 pages of content, beneficial for those eager to understand machine learning concepts using Python. The publication, released on August 24, 2021, supports screen readers and offers enhanced typesetting to improve readability. Readers have praised the book for its clear explanations and step-by-step guidance, making it accessible for beginners. The structure of the book, being part of a series focused on programming languages, allows for a progressive learning experience.
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- Clear step-by-step guidance for beginners
- Enhanced typesetting for better readability
- Supports screen readers for accessibility
- Concise 130-page format
- Part of a series on programming languages
Nhược điểm
- Limited to Python and machine learning concepts
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VND 315841
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Các tính năng và lợi ích
- Discover the Machine Learning world powered by Python
- Learn how to create machine learning models that lead to valuable results
- Focuses on machine learning theory as much as practical examples
- Learn how to explore data and use visualization methods
- No need to be intimidated by mathematics
- Topics include machine learning fundamentals, regression and classification models, neural networks and more
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