Fundamentals of Machine Learning Algorithms

Author:   Mrs M G Chitra ,  Dr Ramya Govindaraj
Publisher:   LAP Lambert Academic Publishing
ISBN:  

9786207483556


Pages:   60
Publication Date:   09 April 2024
Format:   Paperback
Availability:   In Print   Availability explained
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Fundamentals of Machine Learning Algorithms


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Overview

In machine learning, models and algorithms can learn from data and make predictions or judgments without explicit programming are developed. Machine learning is a subfield of artificial intelligence (AI). Machine learning uses a wide range of important algorithms and techniques. A list of machine learning algorithms is shown below: Support Vector Machine Algorithm, Decision Tree Classification Algorithm, Random Forest Algorithm, Logistic Regression Algorithm, Linear Regression Algorithm, K-Nearest Neighbor (KNN) Algorithm, Na�ve Bayes Classifier Algorithm, K-Means Clustering Algorithm, XG-Boost Algorithm. These algorithms are employed in many different areas, such as robotics, marketing, healthcare, and finance, and they form the foundation of machine learning. The choice of algorithm is influenced by the nature of the problem, the characteristics of the data, and the available computing capacity.

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Author:   Mrs M G Chitra ,  Dr Ramya Govindaraj
Publisher:   LAP Lambert Academic Publishing
Imprint:   LAP Lambert Academic Publishing
Dimensions:   Width: 15.20cm , Height: 0.40cm , Length: 22.90cm
Weight:   0.100kg
ISBN:  

9786207483556


ISBN 10:   6207483553
Pages:   60
Publication Date:   09 April 2024
Audience:   General/trade ,  General
Format:   Paperback
Publisher's Status:   Active
Availability:   In Print   Availability explained
This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us.

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