Modern Data Mining with Python: A Risk-Managed Approach to Developing and Deploying Explainable and Efficient Algorithms Using Modelops (Paperback) (ISBN-13: 9789355519146)

"Modern Data Mining with Python" is a guidebook for responsibly implementing data mining techniques that involve collecting, storing, and analyzing large amounts of structured and unstructured data to extract useful insights and patterns. Enter into the world of data mining and machine learning. Use insights from various data sources, from social media to credit card transactions. Master statistical tools, explore data trends, and patterns. Understand decision trees and artificial neural networks (ANNs). Manage high-dimensional data with dimensionality reduction. Explore binary classification with logistic regression. Spot concealed patterns with unsupervised learning. Analyze text with recurrent neural networks (RNNs) and visuals with convolutional neural networks (CNNs). Ensure model compliance with regulatory standards.

Author: Dushyant Singh Sengar, Vikash Chandra
ISBN-10: 9355519141
ISBN-13: 9789355519146
Publisher: Bpb Publications
Language: English
Published: 03/26/2024
Pages: 438
Format: Paperback
Weight: 1.66lbs
Size: 9.25h x 7.50w x 0.89d