The recommendation system is prove to be very helpful in increasing revenue for big platforms like Netflix, YouTube, Amazon, Flipkart etc. Users are also introduced with items they like and they don't have to rigorously search for it. There is one method for recommendation system called Collaborative Filtering. It's of two types :- User-based collaborative … Continue reading Collaborative Filtering
Category: Machine Learning
K Means cluster , Decision tree , SVM
K Means cluster This a unsupervised machine learning algorithm. It form data into K clusters. Cluster are formed by choosing centroid. At first random centroid is picked. Iterating the process until centroid changes no more. Decision Tree In this algorithm flowchart of decision is formed on basis of that prediction is done. Every feature chosen … Continue reading K Means cluster , Decision tree , SVM
Machine Learning
Machine Learning is basically learning patterns and making prediction. There are basically two types of machine learning algorithms :- Supervised learningUnsupervised learning Supervised Learning In this type of machine learning algorithm we provide labels or target values. For example :- we give a picture of dog and also label it that it is dog. Unsupervised … Continue reading Machine Learning
Regression
We are going to discuss :- Linear regressionPolynomial regressionMultivariate regression Linear Regression It is very simple machine learning algorithm. In this we try to fit a straight line on our data sample. y = m*x+c This algorithm finds best fit values for m and c which are slope and intercept of the line. PolynomialIt is … Continue reading Regression
Data Science 