TY  - GEN
AU  - Tyagi A.K.
AU  - Tripathi K.
TI  - Advanced Machine Learning: Fundamentals and Algorithms
SN  - 9789355516343
PY  - 2024///
PB  - BPB Publications
N2  - 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
ER  -