Outlier Detection with Parametric and Non-Parametric methods
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 point that is distant from other ob...
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Scikit-Learn Tutorial Series
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 to machine learning with scikit-l...
Detecting Money Laundering with Unsupervised ML
Financial institutions have a regulatory requirement to monitor account activity for anti-money laundering (AML). Regulators take the monitoring and reporting requirement...
Introduction to ARM Processors
1. Introduction to Microcontroller: A microprocessor system consists of a microprocessor with memory, input ports and output ports connected to it externally. A microco...
The challenges of word embeddings
In recent times deep learning techniques have become more and more prevalent in NLP tasks; just take a look at the list of accepted papers at this year’s NAACL confer...
Theano Tensors Explained in a Picture
Lately I’ve been doing some experiences with Theano and Deep Learning. One thing that I really thought could help is to understand the workflow of a Theano algorith...
Adopting Self-Service BI with Tableau – Notes from the field
Part 1. Business scenarios. I have spent many hours planning and executing in-company self-service BI implementation. This enabled me to gain several insights. Now that t...
Impala vs Hive: Difference between Sql on Hadoop components
This article is no longer available. We apologize for the inconvenience. To read more about Impala versus Hive, click here for Impala, and click here for Hive....
Storytelling in Social Media Analytics: Beyond the Bar Chart II
In marketing, everybody talks about telling stories. Stories about audiences. Stories about ad concepts. Stories about brands … and about consumers who use them. Analys...
TensorFlow: Why Google's AI Engine is a Gamechanger
In May 2006, Larry page, one of Google’s co-founders had said “The ultimate search engine would understand everything in the world. It would understand everything tha...