00826    a2200145   450000500170000000800410001702000180005804100120007610000150008824500590010326000270016230000080018952004540019770000290065120241116103148.0241116b        |||||||| |||| 00| 0 eng d  a9789355516343  aEnglish  aTyagi A.K.  aAdvanced Machine LearningbFundamentals and Algorithms  bBPB Publicationsc2024  a494  aTable 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  aTripathi K.aSharma A.K.