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Here I blog on all topics related to Big Data and Data Science. Articles could be of types: Executive Summaries, Tools analysis, Tool Comparisons, Architectural Patterns, Introductions to complex topics, and 'How to' or Tutorial types that share code snippets.
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Hierarchical Clustering Through an Example
I have taken a problem statement of an NGO wanting to find the top 5-10 countries from a list of 169 who are in dire need of aid, in the...
Sai Geetha M N
Jan 23, 20224 min read
720 views
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Hierarchical Clustering - Types of Linkages
We have seen in the previous post about Hierarchical Clustering, when it is used and why. We glossed over the criteria for creating...
Sai Geetha M N
Jan 16, 20223 min read
4,130 views
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Hierarchical Clustering: A Deep Dive
In the last five blog posts, I have discussed the basics of Clustering and then, K-Means clustering in detail. In my "Introduction to...
Sai Geetha M N
Nov 26, 20215 min read
224 views
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K-Means Clustering through An Example
Now that we have understood the basics of K-Means Clustering, let us dive a little deeper today. Let us look at one practical problem and...
Sai Geetha M N
Nov 4, 202110 min read
341 views
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K-Means Clustering: Part 3 of 3
Theoretically and mathematically, we have understood a great deal about K-Means Clustering through Part 1 and Part 2 of this series. If...
Sai Geetha M N
Oct 8, 20216 min read
59 views
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K-Means Clustering: Part 2 of 3
Last week, we looked at the basic understanding of how K-Means Clustering works through the 5-step process where the two steps of...
Sai Geetha M N
Oct 1, 20214 min read
40 views
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K-Means Clustering: Part 1 of 3
Having looked at Clustering in general and also having heard that K-Means is one of the simplest and most popular clustering algorithms,...
Sai Geetha M N
Sep 23, 20214 min read
99 views
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Introduction to Clustering Algorithms
As mentioned in one of my introductory articles on "Machine Learning Algorithms Categories", Clustering Algorithms are a set of...
Sai Geetha M N
Sep 16, 20216 min read
170 views
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Machine Learning Algorithms Categories
Machine Learning Algorithms learn from data as humans learn from experience. But the type of learning and the goal varies from algorithm...
Sai Geetha M N
Mar 16, 20214 min read
358 views
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