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Item #:
185384622
Mastering Machine Learning Algorithms: Expert techniques to implement popular machine learning algorithms and fine-tune your models (Paperback)
Item #:
185384622
SBD 408
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Mastering Machine Learning Algorithms is your complete guide to quickly getting to grips with popular machine learning algorithms.
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What Stands Out
Expert Techniques
Offers advanced strategies for implementing and fine-tuning algorithms, ensuring users can elevate their machine learning models to meet specific project requirements and industry standards.
Comprehensive Guidance
Covers a broad range of popular algorithms with step-by-step instructions, making complex concepts accessible for learners at all levels and enhancing their data science skillset.
Practical Applications
Includes real-world examples and case studies, demonstrating how to apply machine learning algorithms effectively, thus bridging the gap between theory and practice for better understanding.
Product Details
| Manual & guide type | Instruction Manual |
| Book format | Paperback |
| Skill level | Expert |
| Pages | 576 |
| Language | English |
| Brand | Giuseppe Bonaccorso |
| Author | Giuseppe Bonaccorso |
| Publisher | Packt Publishing |
| Manufacturer | Packt Publishing |
| Genre | Education |
| Bisac subject heading | Computers |
| Height | 9.25 in (23.5 cm) |
| Original languages | English |
| Item Weight | 1 lbs (450 grams) |
Who Should Buy?
-
Aspiring Data Scientists
This book is ideal for beginners aiming to understand and implement machine learning algorithms effectively.
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Intermediate Practitioners
Experienced users looking to deepen their knowledge and fine-tune their machine learning models will find valuable insights.
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Academic Professionals
Researchers and educators can utilize this book to support their curriculum and enhance teaching methods in machine learning.
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Absolute Beginners
Those with no prior knowledge of programming or statistics may find the material too advanced and challenging to grasp.
Product Description
Mastering Machine Learning Algorithms: Expert techniques to implement popular machine learning algorithms and fine-tune your models (Paperback)
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Giuseppe Bonaccorso Data Modeling & Design Books Editorial Review
Mastering Machine Learning Algorithms: Expert techniques to implement popular machine learning algorithms and fine-tune your models (Paperback) serves as an invaluable guide for seasoned practitioners in the field. Authored by Giuseppe Bonaccorso, this comprehensive manual spans 576 pages and is specifically designed for those with an expert skill level. It covers a range of essential machine learning algorithms and delves into detailed techniques for model fine-tuning. Readers will appreciate the structured layout and in-depth explanations, making complex concepts more accessible. The book’s focus on practical implementation ensures that it can be applied effectively in real-world scenarios, a common highlight in user reviews.
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Pros
- Comprehensive coverage of popular machine learning algorithms
- In-depth techniques for model fine-tuning
- Well-structured layout boosts learning efficiency
- Designed for advanced practitioners in the field
- Accessible explanations of complex concepts
Cons
- May be too advanced for beginners in machine learning.
Product Price History
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Features & Benefits
- Comprehensive guide to mastering machine learning algorithms.
- Covers popular techniques for supervised, unsupervised, and semi-supervised learning.
- Learn to optimize and evaluate your models effectively.
- Includes implementation using Python libraries like scikit-learn and TensorFlow.
- Ideal for data science professionals looking to enhance their skills.
- Updated edition with the latest advancements and techniques in machine learning.
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