Logistic Regression is one of the most powerful classification methods within machine learning and can be used for a wide variety of tasks. Think of pre-policing or predictive… Read More »Logistic Regression and Maximum Entropy explained with examples and code
Dealing with Outliers is like searching a needle in a haystack This is a guest repost by Jacob Joseph. An Outlier is an observation or… Read More »Outlier Detection with Parametric and Non-Parametric methods
Machine Learning? Data Mining? Well, there is a little bit difference between machine learning and data mining although I don’t see any difference between them.… Read More »Introduction to Machine Learning / Data Mining
Kaggle released a series with tutorials in their blog. I recommend to anyone who is starting or want to learn more about the tool. Intro… Read More »Scikit-Learn Tutorial Series
Starred articles are candidates for the picture of the week. A comprehensive list of all past resources is found here. We are in the process of… Read More »34 External Machine Learning Resources and Related Articles
Those who follow big data technology news probably know about Apache Spark, and how it’s popularly known as the Hadoop Swiss Army Knife. For those… Read More »5 Reasons Apache Spark is So Awesome
By Matt Holzapfel, procurement/sourcing product lead, who previously held positions in Strategy at Sears Holdings and Strategic Sourcing at Dell Best-in-class procurement performers are quietly becoming a competitive… Read More »Three Reasons for Procurement's Slump
These books were added in the last few months. Some do not cost anything (those marked as eBook in the listing below). Easy R Programming… Read More »A Plethora of Data Science and Machine Learning Books
Summary: In this Lesson 2 we continue to provide a complete foundation and broad understanding of the technical issues surrounding an IoT or streaming system… Read More »IoT 101 – Lesson 2: Everything You Need to Know to Start Your IoT Project
By Kostas Pardalis Marketers have a wealth of data that they access to, containing information that waits to be harnessed. It’s this information that data… Read More »Data Science: What Marketing Professionals should Know about it
