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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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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
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Steps towards Data Science or Machine Learning Models
Having completed the basics of K-Means clustering in the last 3 weeks, I was tempted to take you through an example problem through code....
Sai Geetha M N
Oct 21, 20214 min read
124 views
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When can you use Linear Regression?
It's been a while since my last post, as I was caught up with a couple of talking engagements - one at a university for engineering...
Sai Geetha M N
Sep 9, 20215 min read
271 views
1 comment
Feature Selection in Machine Learning
Selecting the right features that contribute to your model is an art and a science. I call it art because much pain can be saved if you...
Sai Geetha M N
Jul 19, 20217 min read
897 views
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Machine Learning - Rendezvous Architecture
The Rendezvous architecture proposed by Ted Dunning and Ellen Friedman in their book on Machine Learning Logistics was a wonderful...
Sai Geetha M N
Jul 8, 20218 min read
522 views
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Data Scientists, Data Engineers, ML Engineers And More - Demystified
As the world of Big Data, Machine Learning and Artificial Intelligence is taking off, there is an overlap of roles and responsibilities...
Sai Geetha M N
Jun 25, 20216 min read
192 views
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MultiCollinearity
Multicollinearity is a concept relevant to all the input data that is used in a Machine learning Algorithm. This has to be understood...
Sai Geetha M N
May 27, 20215 min read
196 views
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Outliers and their treatment
Outliers in data analysis and data preparation are to be considered in specific ways so that the data that is fed to a machine learning...
Sai Geetha M N
May 20, 20214 min read
127 views
2 comments
Linear Regression Through Code - Part 1
#Tutorial In an earlier blog post, I have spoken about "What is Regression?" and the basic linear equation too. This is one of the...
Sai Geetha M N
Apr 29, 20218 min read
134 views
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