Machine Learning

(4)

(0)

by: N. Bhaskar, K. L. Vasundhara, Monalisha Pattnaik, Mahesh Kumar

In Stock

Download

Published:

May 29, 2026

Edition:

Type of book:

both

Year:

2026

Language:

English

Publisher:

Khanna Publishing House

Categories:

Emerging Technologies, Book Store

Condition Type:

new

Country Origin:

India

Access Type

Duration

🎁 Get EXTRA Discount on EXTRA Quantity

Quantity :

$0.00

In Stock

ISBN-13: 9789355384980

ISBN-10: 9355384980

🚚 Ships within 1-2 business days

1.To provide Knowledge on Probability distributions. 2. To study the algebra and its uses in solving Eigen value problems and single value decomposition problems. 3. To explain the concepts in number theory. 4. To predict a probability distribution over a set of classes given an observation of input, instead of simply outputting the most likely class to which the observation should belong. 5. The objective of a simple regression course is to teach students the fundamental concepts and techniques of regression analysis, focusing on models with one independent variable. 6. This includes understanding the assumption of regression, interpreting regression coefficients, assessing model fit, making predictions and using regression for inference and hypothesis testing. 7. Support Vector Machine Terminology. 8. Unsupervised Machine Learning and Divisive clustering. 9. EM Algorithm in Machine Learning ( Expectation- Maximization). 10. Emphasizes Decision Trees with Pre -Pruning and Post -Pruning Techniques. Showcases Random Forest and its Applications. 11. Explore various types of perceptron and Neural Networks. Details Convolutional Neural Networks with Step- by- step Implementation. 12. Examines Recurrent Neural networks including their Types, Architectures and Applications. 13. Delves into K -Nearest Neighbors, Learning Locally Weighted Regression Learning and Radio Basis Function.

No table of contents available for this book.

N. Bhaskar

No biography available.

K. L. Vasundhara

No biography available.

Monalisha Pattnaik

No biography available.

Mahesh Kumar

No biography available.

0.0

Customer Rating (0)

0% (0)

Customer Feedback

No reviews yet. Be the first to review this product!

This product is currently only available on our official website.

No other books found by the same author.

If you are a professor or educator and would like to request a review copy for your institution, please contact us at or use the review form below to express interest.