01405nam a22002417a 4500 OSt 20260211162518.0 260210b |||||||| |||| 00| 0 eng d 9789370609167 AIMIT LIBRARY 2 006.31 PRAM Pradhan, Manaranjan. 254213 Machine learning using python / By Manaranjan Pradhan and U Dinesh Kumar. 2nd ed. New Delhi : Wiley India Pvt Ltd , 2025. xxvi,439 p.; PB 24 cm. 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. Exploratory data analysis 254214 Probability and statistics 254215 Regression 254216 Kumar, U Diinesh. 254217 ddc BK 006.31 PRAM 240862 240862 0 0 ddc 0 0 MCA AIMIT AIMIT 2026-02-03 KL Book House 799.00 Bill.no:1288; Bill.dt:2026/01/23 0 006.31 PRAM MCA17370 2026-05-23 00:00:00 599.25 2026-02-10 BK