Machine Learning

Chapters & topics
i) Introduction to Machine Learning Underlying Concepts in Machine Learning Types of Machine Learning
ii) Introduction to Classification Algorithms K-Nearest Neighbor Method Decsion Tree based Algorithm
iii) Support Vector Machines Probablistic Learning Regression Methods
iv) Performance Evaluation Unsupervised Learning Hierarchical Clusturing
v) Partition algorithm ` Dimensionality Reduction Association rule Mining

Reference Book

Title	Author	PDF
Machine Learning: Concepts, Techniques and Applications	T V Geetha S, Sendhilkumar	View
Machine Learning for Decision Sciences with Case Studies in Python	S. Sumathi, Suresh V. Rajappa	View
Introduction to Machine Learning with Python	Andreas C.Muller, Sarah Guido	View
Machine Learning for Beginners	Harsh Bhasin	View
Machine Learning	S Sridhar	View
Machine Learning	Ruchi Doshi, Kamal Kant Hiran	View