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Machine Learning Model Concepts: A Comprehensive Guide

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Book Details
Language
English
Publishers
LAP LAMBERT Academic Publishing (25 Jun. 2024)
Weight
0.13 KG
Publication Date
25/06/2024
ISBN-10
6207805690
Pages
76 pages
ISBN-13
9786207805693
Dimensions
15 x 0.46 x 22 cm
SKU
9786207805693
Author Name
RUPESH KUMAR TIPU (Author)
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This book offers an in-depth exploration of the principles, techniques, and applications of machine learning. Starting with foundational concepts such as data preprocessing and model evaluation, the book covers both supervised learning models like regression and classification, and advanced topics like ensemble learning, neural networks, and deep learning.

Practical considerations, including handling imbalanced data, feature engineering, and preventing data leakage, are thoroughly discussed to help build robust models. Designed for students, professionals, and enthusiasts alike, this guide provides valuable insights and practical knowledge to navigate and excel in the field of machine learning.

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