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Machine Learning with Python for Everyone (Addison-Wesley Data & Analytics Series)
89% of respondents would recommend this to a friend
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Whether you're a student, analyst, scientist, or hobbyist, this guide's insights will be applicable to every learning system you ever build or use.
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What Stands Out
Product Details
- Comprehensive guide to understanding and building machine learning systems with Python
- Suitable for absolute beginners with basic Python coding skills and minimal college-level math knowledge
- Communicates machine learning ideas through plain-English stories, pictures, and Python examples
- Covers key mathematical and computational topics in an approachable manner
- Discusses building, training, and evaluating learning systems, and explores advanced techniques
- Includes practical insights applicable to various learning systems, and leverages Python scikit-learn library and other powerful tools
| Publisher | Addison-Wesley Professional |
| Publication date | 16 Aug. 2019 |
| Edition | 1st |
| Language | English |
| Print length | 588 pages |
| ISBN-10 | 0134845625 |
| ISBN-13 | 978-0134845623 |
| Item weight | 930 g |
| Dimensions | 17.78 x 2.54 x 23.11 cm |
Who Should Buy?
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Beginners in ML
Ideal for newcomers to machine learning who require a fundamental understanding and hands-on Python examples.
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Educators and Trainers
Perfect for instructors who want a structured resource to teach machine learning concepts to students effectively.
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Data Science Enthusiasts
Great for hobbyists looking to expand their knowledge and skills in machine learning using Python.
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Advanced Practitioners
Not suitable for experienced machine learning professionals seeking in-depth, advanced techniques or theoretical concepts.
Product Description
Product Buying Guide
Machine Learning with Python for Everyone is a comprehensive beginner's guide to understanding and building machine learning systems with Python. The book is designed to help individuals master the processes, patterns, and strategies required to create effective learning systems, regardless of their level of expertise in Python programming or college-level math knowledge.
Product Specifications
- Book Title: Machine Learning with Python for Everyone
- Series: Addison-Wesley Data & Analytics Series
- Edition: 1st Edition
- Author: Mark E. Fenner
- Language: English
- Format: Paperback
- Number of Pages: Variable
- Publisher: Addison-Wesley Professional
Key Features
- Introduces key mathematical and computational topics in an approachable manner
- Walks through the first steps in building, training, and evaluating learning systems
- Explores sophisticated and exciting machine learning techniques
- Provides insights applicable to every learning system individuals build or use
- Covers machine learning algorithms, models, and core concepts
- Connects core concepts to neural networks and graphical models
- Includes access to downloads, updates, and corrections
Usage Scenarios
- Ideal for students, analysts, scientists, or hobbyists interested in machine learning
- Useful for individuals looking to understand and leverage Python for machine learning
- Applicable for those seeking to realistically assess performance of machine learning systems
Usage Scenarios
The book competes with similar titles in the market, offering a comprehensive and beginner-friendly approach to machine learning with Python. It distinguishes itself by its focus on plain-English stories, pictures, and Python examples to communicate machine learning ideas, making it highly approachable for beginners and individuals with limited math background.
Some User Review
- Readers appreciate the clear and concise explanations, making complex machine learning concepts easily understandable.
- Many users commend the practical examples and Python code provided, aiding in the understanding and implementation of machine learning techniques.
- The book's focus on real-world applications and practical insights has received positive feedback from readers across various backgrounds.
Competitors
The book is competitively priced within the machine learning literature segment, offering a comprehensive and beginner-friendly approach to machine learning with Python.
Buying Considerations
- Consider your current proficiency in Python programming and college-level math knowledge to ensure the book aligns with your learning needs.
- Evaluate your interest in real-world applications and practical insights to gauge the relevance of the content provided.
- Compare the book's price with similar titles in the market to make an informed purchasing decision.
Conclusion
Machine Learning with Python for Everyone is the ideal resource for individuals looking to gain a fundamental understanding of machine learning and its practical application using Python. With its beginner-friendly approach, clear explanations, and practical examples, this book is a valuable asset for students, analysts, scientists, or hobbyists interested in delving into the world of machine learning.
View LessMachine Learning with Python for Everyone is a comprehensive beginner's guide to understanding and building machine learning systems with Python. The book is designed to help individuals master the processes, patterns, and strategies required to create effective learning systems, regardless of their level of expertise in Python programming or college-level math knowledge. Continue Reading
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Data Mining Editorial Review
Machine Learning With Python For Everyone (Addison-Wesley Data & Analytics Series) by Addison-Wesley Professional is an insightful resource published on 16 Aug. 2019. This first edition spans 588 pages and serves as an excellent introduction to machine learning concepts using Python, making it accessible for both beginners and seasoned developers. Readers appreciate the clear writing style and practical examples, which help demystify complex topics. The approach taken in the book engages you in hands-on learning, enabling readers to apply machine learning techniques effectively in various applications. Overall, it combines quality content with an organized structure to enhance reader comprehension.
Customer Reviews & Ratings
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5 Star
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24%
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3 Star
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Pros
- Clear writing style for easy understanding
- Practical examples to illustrate concepts
- Engaging hands-on learning approach
- Well-structured for comprehensive learning
- Suitable for beginners and experts alike
Cons
- Some readers may find it lengthy.
Product Price History
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Features & Benefits
- Master machine learning processes with Python
- Perfect for absolute beginners with minimal math knowledge
- Build, train, and evaluate learning systems step by step
- Learn core concepts, techniques, and sophisticated methods
- Applicable to every learning system for students, analysts, scientists, or hobbyists
- Includes access to downloads, updates, and corrections
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