Linear Regression in Tensorflow
Tensorflow is an open source machine learning (ML) library from Google. It has particularly became popular because of the support for Deep Learning. Apart from that it...
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Logistic Regression and Maximum Entropy explained with examples and code
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 pr...
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...
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...
34 External Machine Learning Resources and Related Articles
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 automatically categorizin...
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...
The Top 100 Analytics Startups of 2015
Finding The Top 100 Analytics Startups was posted by Louis Columbus from Forbes. To find the top 100 analytics startups, an initial query requesting all companies tha...
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...
Deep Learning Libraries by Language
Source for picture: click here Python Theano is a python library for defining and evaluating mathematical expressions with numerical arrays. Keras is a minimalist, hig...