Python: Implementing a k-means algorithm with sklearn
Originally posted by Michael Grogan. The below is an example of how sklearn in Python can be used to develop a k-means clustering algorithm. The purpose of k-means cl...
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Predicting Hotel Cancellations with Support Vector Machines and SARIMA
This is Part 1 of a three part study on predicting hotel cancellations with machine learning. Originally posted by Michael Grogan. Logistic Regression and SVM Hotel can...
How to Leverage Model-Driven Architecture for Better Application?
Designing an application is not a child’s play in any sense and developing an enhanced user experience for the same is quite a task at hand. For this matter, there ...
Making Sense of the Wild World of Hadoop PART II: Clustering
In my last blog I introduced us to Hadoop, which allows companies to process, store and analyze Petabytes, Exabytes and even Yottabytes worth of data. And not just the ki...
Leverage AI to Create Autonomous Policies that Adapts without Human Intervention
Leverage AI to Create Autonomous Policies that Adapts without Human Intervention Policies are the foundation for any successful organization. Policies are the rules, or...
Automated Speech Processing using Filter Banks and MFCCs
This article was written by Haytham Fayek. Speech processing plays an important role in any speech system whether its Automatic Speech Recognition (ASR) or speaker recogn...
Machine Learning’s Limits (Part 1): Why machine learning works in some cases and not in others.
This article was written by Ed Sperling. Semiconductor Engineering sat down with Rob Aitken, an Arm fellow; Raik Brinkmann, CEO of OneSpin Solutions; Patrick Soheil...
Machine Learning vs Statistics vs Statistical Learning in One Picture
Statistics, Statistical Learning, and Machine Learning are three different areas with a large amount of overlap. Despite that overlap, they are distinct fields in their o...
The Power of Machine Learning Models
Properly implemented Machine Learning (ML) models can have a positive effect on organizational efficiency. It is first necessary to understand how these models are create...
Breaking the HDFS Performance Barrier; An Object Storage First
By Siddartha Mani Few would argue with the statement that Hadoop HDFS is in decline. In fact, the HDFS part of the Hadoop ecosystem is in more than just decline – i...