Machine learning using python / By Manaranjan Pradhan and U Dinesh Kumar.

By:

Pradhan, Manaranjan

Contributor(s):

Kumar, U Diinesh

Material type: Text

TextPublication details: New Delhi : Wiley India Pvt Ltd , 2025.Edition: 2nd edDescription: xxvi,439 p.; PB 24 cmISBN:

9789370609167

Subject(s):

DDC classification:

2 006.31 PRAM

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Holdings
Item type	Current library	Collection	Call number	Status	Barcode
Book	St Aloysius Institute of Management & Information Technology	MCA	006.31 PRAM (Browse shelf(Opens below))	Available	MCA17370

Total holds: 0

This book is written to provide a strong foundation in machine learning using Python libraries by providing real-life case studies and examples. It covers topics such as foundations of machine learning, introduction to Python, descriptive analytics and predictive analytics. Advanced machine learning concepts such as decision tree learning, random forest, boosting, recommended systems, and text analytics are covered. The book takes a balanced approach between theoretical understanding and practical applications. All the topics include real-world examples and provide step-by-step approach on how to explore, build, evaluate, and optimize machine learning models.

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