Machine learning

By:

Srinivasaraghavan, Anuradha

Contributor(s):

Joseph, Vincy

Material type: Text

TextLanguage: English Publication details: New Delhi Wiley 2019Description: 308pISBN:

9788126578511

Subject(s):

Machine learning

DDC classification:

006.31 SRI

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Holdings
Item type	Current library	Collection	Call number	Copy number	Status	Date due	Barcode	Item holds
Book	Bodh Gaya General Stacks	IT&DS	006.31 SRI (Browse shelf(Opens below))	1	Available		IIMG-004867
Book	Jammu		006.31 SRI (Browse shelf(Opens below))		Available		IIMLJ-4736

Total holds: 0

Table of Contents: 1. Introduction to Machine Learning 2. Model and Cost Function 3. Basics of Vectors and Matrices 4. Basics of Python 5. Data Preprocessing 6. Artificial Neural Networks 7. Linear Regression 8. Logistic Regression 9. Decision Tree 10. Support Vector Machines 11. Bayesian Classification 12. Hidden Markov Model 13. Introduction to Unsupervised Learning Algorithms 14. Optimization

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