Machine Learning : Unsupervised – Hierarchical Clustering and Bootstrapping
1. What is Machine Learning Humans have evolved over the years and have come to be what we say the smartest existing species on the planet Earth. Going back to ancient d...
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Machine Learning : Unsupervised – k-means Clustering and Bootstrapping
This article is in continuation to our previous topic ‘Unsupervised Machine Learning’. Today I’m giving you another powerful tool on this topic named ‘k means Clu...
How Cloud Computing Technology Helps in Big Data Analysis?
Do you know that the global business community will be spending $310 billion on the Internet of Things (IoT) by 2020? Isn’t it a huge investment! Why is this trend boom...
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...
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...
How to Create a Successful Data Strategy
With rapid advances in AI and data science, data has become an essential asset to every enterprise. Setting up a data strategy, therefore, has become every enterpriseR...
Resampling Methods: Bootstrap vs jackknife
Resampling is a way to reuse data to generate new, hypothetical samples (called resamples) that are representative of an underlying population. It’s used when: You ...
AIOT Summit – Personal Invitation
Dear colleague, I would like to personally invite you to attend a unique and interesting conference: AIoT Dev Summit which I believe is an exciting step forward in Data S...