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Hands-On Data Analysis & Visualization With Pandas
Author: Purna Chander Rao. Kathula
Brand: BPB Publications
ISBN: 9789389845648-
₹899
Description of product
This book covers important concepts and topics in Machine Learning. It begins with Data Cleansing and presents an overview of Feature Selection. It then talks about training and testing, cross-validation, and Feature Selection. The book covers algorithms and implementations of the most common Feature Selection Techniques. The book then focuses on Linear Regression and Gradient Descent. Some of the important Classification techniques such as K-nearest neighbors, logistic regression, Na ve Bayesian, and Linear Discriminant Analysis are covered in the book. It then gives an overview of Neural Networks and explains the biological background, the limitations of the perceptron, and the backpropagation model. The Support Vector Machines and Kernel methods are also included in the book. It then shows how to implement Decision Trees and Random Forests. Relevant Links: North Eastern India Recipes Books Online, The World Of Petroleum Books Online, Human Genetics An Overview 236Pp Pb Books Online, Mastering Enterprise Javabeans 30 Books Online, Thea Stilton 21 Thea Stilton And The Lost Letters Books Online, Mukul Sahgal Books Online, Computer Vision 7 Books Online, Principles Of Electronics Books Online, Knowledge Everything Never You Had Books Online
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| Brand | BPB Publications |
