Predictive Analytics to Deep Learning: A Complete Coding Textbook: A Practical Guide from Regression to Autoencoders - Softcover

Maneendra, P V V S ; Sreenivasu, M.

9786630066852: Predictive Analytics to Deep Learning: A Complete Coding Textbook: A Practical Guide from Regression to Autoencoders

Softcover

ISBN 10: 6630066855 ISBN 13: 9786630066852

Verlag: Scholars' Press, 2026

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Von EUR 60,40

This textbook provides a comprehensive, code-first introduction to Artificial Intelligence and Machine Learning (AIML). Bridging the gap between mathematical theory and practical execution, it guides readers through 12 structured chapters covering data preprocessing, classical machine learning algorithms, and advanced deep learning architectures like CNNs, RNNs, and Autoencoders. Every concept is backed by rigorous mathematical foundations and fully realized through step-by-step Python implementations.

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�ber die Autorin bzw. den Autor

P V V S Maneendra is an Assistant Professor of Mechanical Engineering at GIET Engineering College (A). He holds an M.Tech in Machine Design from JNTUK-UCEK. With 6+ years of experience, he holds NPTEL certifications in Python, Data Science, ML, and Business Intelligence, bridging engineering and AI.

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