Archives for knn
A deterministic approach is a simple and comprehensible compared to stochastic approach.
The post Deterministic vs Stochastic Machine Learning appeared first on Analytics India Magazine.
Like binary classification, something like predicting 1 or 0, the patient is diabetic or not diabetic, means predicting two classes, is not the current world scenario. Nowadays, there are N number of categories or classes present if you talk about a particular domain. So to perform classification tasks here, all predictive classification models do not…
The post Guide to Multi-Class Classification appeared first on Analytics India Magazine.
With an aim to break down language barriers across the globe for everyone to understand and communicate with anyone, the researchers at Facebook AI Research (FAIR) work on complex problems to deploy robust language translation solutions. It spans the topics such as deep learning, natural language processing, text normalisation, word sense disambiguation and much more. …
The post Facebook Explains How Nearest Neighbour Search Is An Effective Approach For Language Modelling In The Long Tail appeared first on Analytics India Magazine.
Deep Learning algorithms are the go-to solution to almost all the recommender systems nowadays. Deep learning thrives at devouring tonnes of data and spewing out recommendations with great accuracy. These systems are ubiquitous and have touched many lives in some form or the other. From YouTube to Netflix, the applications have risen multifold. Since there…
The post New Doesn’t Mean Novel: Validating Latest Approaches For Recommendation Systems appeared first on Analytics India Magazine.
With lots of Machine Learning algorithms out there it is often hard and confusing as to which to choose for our model especially for those who are just preparing for a big dive into data science. And no, I’m not talking about Model Selection here. Of all the algorithms there is, there has to…
The post A Complete Guide For Beginning With K-Nearest Neighbours Algorithm In Python appeared first on Analytics India Magazine.
It is very crucial for the machine learning enthusiasts to know and understands the basic and important machine learning algorithms in order to keep themselves up with the current trend. In this article, we list down 10 basic algorithms which play very important roles in the machine learning era. 1| Logistic Regression Logistic regression, also…
The post 10 Algorithms Every Machine Learning Enthusiast Should Know appeared first on Analytics India Magazine.