Knowledge in Machine learning
Electrical machines-1(engineering)
This document contains information about the electrical machines and it types and working operations of types of machines and many more.
Sourav Jha
Machine learning
unit 2 of machine learning
Aarish 1224
Machine learning
Machine learning introduction
unit 1 ML
Unit 1 complete notes on machine learning
Machine Learning & Tesla
Report on Machine Learning & Tesla.
Neelesh Kesarwani
Blocked Rotor Test - Lab Experiment
Blocked Rotor Test Fundamentals and Questions.
harshit patel
Machine Learning
This is a question paper for Nirma University students. This paper was for 6th-semester students and you can get the references from here.
AKSHAT RAO PATIL
Projects on Machine Learning and Data Analytics
Here is some cool projects suggestions and ideas on Machine Learning and Data Analytics.
Rakesh Kundu
Previous years question papers
All the question papers of 1 semester of my college (St. Xavier college) you will love this because it has all subjects you need
Shivam Barnwal
Regression Models in Machine Learning
Regression model estimates the nature of the relationship between the independent and dependent variables. Change in dependent variables that results from changes in independent variables, ie. size of the relationship. Strength of the relationship. Statistical significance of the relationship.
SUPPORT VECTOR MACHINES
Support Vector Machine (SVM) was first heard in 1992, introduced by Boser, Guyon, and Vapnik in COLT-92 (Pittsburgh). Set of related supervised learning methods used for classification and regression. Classification and regression prediction tool that uses machine learning theory to maximize predictive accuracy while automatically avoiding over-fit to the data They belong to a family of generalized linear classifiers Became popular after the technique gave accuracy comparable to sophisticated neural networks with elaborated features in a handwriting recognition task It is also being used for many applications, such as hand writing analysis, face analysis and so forth, especially for pattern classification and regression based applications
Genetic Algorithms
Genetic Algorithm is a non traditional optimization technique. It mimics the process of evolution, and hence is called evolutionary technique. It is search algorithms based on the mechanics of natural selection and natural genetics. Based on the “survival of the fittest” concept (Darwinian Theory) eg. Average life expectancy of an Indian is 70 – 80 years. Simulates the process of evolution. (Evolution is an optimization process)