Models Demystified: A Practical Guide from Linear Regression to Deep Learning (1) (Chapman & Hall/CRC Data Science Series)
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- Synopsis
- Unlock the Power of Data Science and Machine LearningIn this comprehensive guide, we delve into the world of data science, machinelearning, and AI modeling, providing readers with a robust foundation and practical skills to tackle real-world problems. From basic modeling techniques to advanced machine learning algorithms, this book covers a wide range of topics,ensuring that readers at all levels can benefit from its content. Each chapter is meticulously crafted to offer clear explanations, hands-on examples, and code snippets in both Python and R, making complex concepts accessible and actionable. Additional focus is placed on model interpretation and estimation, common data issues, modeling pitfalls to avoid, and best practices for modeling in general.
- Copyright:
- 2026
Book Details
- Book Quality:
- Publisher Quality
- Book Size:
- 508 Pages
- ISBN-13:
- 9781040385401
- Related ISBNs:
- 9781003451501, 9781032582580, 9781040385395
- Publisher:
- CRC Press
- Date of Addition:
- 08/15/25
- Copyrighted By:
- Michael Clark and Seth Berry
- Adult content:
- No
- Language:
- English
- Has Image Descriptions:
- No
- Categories:
- Nonfiction, Mathematics and Statistics
- Submitted By:
- Bookshare Staff
- Usage Restrictions:
- This is a copyrighted book.