00908 a2200169 4500 20241116103148.0 241116b |||||||| |||| 00| 0 eng d 9789355516343 English Tyagi A.K. 194124 Advanced Machine Learning Fundamentals and Algorithms BPB Publications 2024 494 Table of Contents Introduction to Machine Learning Statistical Analysis Linear Regression Logistic Regression Decision Trees Random Forest Rule-Based Classifiers Naïve Bayesian Classifier K-Nearest Neighbors Classifiers Support Vector Machine K-Means Clustering Dimensionality Reduction Association Rules Mining and FP Growth Reinforcement Learning Applications of ML Algorithms Applications of Deep Learning Advance Topics and Future Directions Tripathi K. Sharma A.K. 209068 BK 359921 359921 0 0 ddc 0 0 CCEP CCEP 2024-11-11 115 749.25 1 006.31 TYA CCEP-BK-67557 2026-03-23 13:43:22 2026-03-11 999.00 2024-11-11 BK 0 0 ddc 0 0 CCEP CCEP 2025-08-30 115 749.25 1 006.3 TYA CCEP-BK-69296 2025-11-07 09:51:21 2025-10-29 999.00 2025-08-30 BK