Advanced Machine Learning : Fundamentals and algorithms
Book Details
Format
Paperback / Softback
ISBN-10
9355516347
ISBN-13
9789355516343
Publisher
BPB Publications
Imprint
BPB Publications
Country of Manufacture
IN
Country of Publication
GB
Publication Date
Apr 22nd, 2024
Print length
520 Pages
Weight
858 grams
Dimensions
19.40 x 24.90 x 2.70 cms
Product Classification:
Computing & information technology
Ksh 7,050.00
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Basic understanding of machine learning algorithms via MATLAB, R, and Python. Inclusion of examples related to real-world problems, case studies, and questions related to futuristic technologies.
Our book is divided into several useful concepts and techniques of machine learning. This book serves as a valuable resource for individuals seeking to deepen their understanding of advanced topics in this field. Learn about various learning algorithms, including supervised, unsupervised, and reinforcement learning, and their mathematical foundations. Discover the significance of feature engineering and selection for enhancing model performance. Understand model evaluation metrics like accuracy, precision, recall, and F1-score, along with techniques like cross-validation and grid search for model selection. Explore ensemble learning methods along with deep learning, unsupervised learning, time series analysis, and reinforcement learning techniques. Lastly, uncover real-world applications of the machine and deep learning algorithms.
Get Advanced Machine Learning by at the best price and quality guaranteed only at Werezi Africa's largest book ecommerce store. The book was published by BPB Publications and it has pages.
