smile

Machine Learning with Random Forests

Reading Time: 5 minutes Machines, working on our commands, for each step, they need guidance where to go what to do. This pattern is like a child who doesn’t understand the surrounding facts to make decisions for a situation. The grown ups usually do it for children. Same goes for machines. The developer writes the commands for the machine to be executed. But here in Machine Learning, we talk about Continue Reading

Machine Learning with Decision Trees: Implementation

Reading Time: 5 minutes Smile is a machine learning library based on JAVA and provides Scala API too although most of the classes it uses are implemented in JAVA. To know more about smile please go through this introductory blog. Here in this blog, we will implement decision tree using Smile library. To know more about the decision trees you can check out this blog Quickstart  To use smile the Continue Reading

SMILE because Regression is easy with Scala

Reading Time: 4 minutes When we think about Regression in Machine Learning, what usually comes in mind are these two techniques: Linear and Logistic regressions. These forms of Regression are considered most used and that’s why they became the most popular. But the truth is, there are many other Regression techniques and all have their significant use in Machine Learning depending on the situation. So in this blog we Continue Reading

Learning Classification using SMILE

Reading Time: 2 minutes After an introduction to SMILE, lets go through the various steps necessary for its implementation. You may refer to the blog for an introduction to SMILE. What can be most important thing for implementing any Machine Learning algorithm ? The answer is really easy. Data is primarily the most important thing as Machine Learning involves building models from data. So it is required to play Continue Reading

SMILE: A Machine Learning Library for Scala Lovers.

Reading Time: 2 minutes For past few days, I have been getting an interest in Machine Learning. We all have heard that machine learning is the most hyped concept right now. So, what is Machine Learning? How could we describe this concept? Well, Machine Learning has a lot of definitions and usually there’s no precise definition for ML. According to Arthur Samuel, Machine Learning is a field of study Continue Reading

Knoldus Pune Careers - Hiring Freshers

Get a head start on your career at Knoldus. Join us!