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portada Machine Learning Model Concepts: A Comprehensive Guide
Type
Physical Book
Publisher
Author
Language
English
Pages
76
Format
Paperback
ISBN13
9786207805693

Machine Learning Model Concepts: A Comprehensive Guide

Rupesh Kumar Tipu (Author) · Lap Lambert Academic Publishing · Paperback

Machine Learning Model Concepts: A Comprehensive Guide - Rupesh Kumar Tipu

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Synopsis "Machine Learning Model Concepts: A Comprehensive Guide"

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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The book is written in English.

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The binding of this edition is Paperback.

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