Tag: Machine Learning

Machine Learning : Training Set – Validation Set – Test Set
Classification, Data Analysis, Data Science, Machine Learning, Supervised Learning

Machine Learning : Training Set – Validation Set – Test Set

This tutorial talks about the importance of Testing set and Validation sets for predictive analytic algorithms and different techniques which can be wisely used to get a reliable measure of accuracy.

Continue reading “Machine Learning : Training Set – Validation Set – Test Set”

Machine Learning : Accuracy & Memorization vs Learning
Data Analysis, Data Science, Machine Learning, Supervised Learning

Machine Learning : Accuracy & Memorization vs Learning

This tutorial talks about various measures of accuracy in in various predictive analytics and machine learning scenarios. It also talks about potential pitfall of over fitting resulting in memorization vs the learning which is desirable.

Continue reading “Machine Learning : Accuracy & Memorization vs Learning”

Introduction to Machine Learning
Machine Learning, Reinforced Learning, Supervised Learning, Unsupervised Learning

Introduction to Machine Learning

The tutorial introduces you to the basics of machine learning and different types of machine learning algorithms and how to kick start career in the field of data science by understanding the basics.

Continue reading “Introduction to Machine Learning”

Mahout Tutorial : Introduction & Setting up Mahout
Bigdata, Installation, Machine Learning, Mahout

Mahout Tutorial : Introduction & Setting up Mahout

In this article we will try to introduce you and walk you through a step by step Mahout Installation. Mahout is a Scalable Machine Learning library by Apache .

Continue reading “Mahout Tutorial : Introduction & Setting up Mahout”