Decision Trees - An Introduction

Decision trees are an algorithm class that form the foundation for Random Forests, a class of algorithms that is extensively used in...

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Sai Geetha M N

- Jul 23
- 4 min

Decision Trees - An Introduction

Decision trees are an algorithm class that form the foundation for Random Forests, a class of algorithms that is extensively used in...

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Sai Geetha M N

- Oct 8, 2021
- 6 min

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...

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Sai Geetha M N

- Oct 1, 2021
- 4 min

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...

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Sai Geetha M N

- Sep 23, 2021
- 4 min

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,...

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Sai Geetha M N

- Jul 19, 2021
- 7 min

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...

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Sai Geetha M N

- Jun 10, 2021
- 7 min

HBase Architecture

We looked at the basics of HBase in the previous article, last week. Today we will understand the Architecture of HBase. We all agree...

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Sai Geetha M N

- Jun 3, 2021
- 9 min

HBase Fundamentals

HBase is a NoSQL DB that uses some capabilities of the Hadoop ecosystem to provide its features. NoSQL DBs (a.k.a Not Only SQL) are...

285 views2 comments

Sai Geetha M N

- May 27, 2021
- 5 min

MultiCollinearity

Multicollinearity is a concept relevant to all the input data that is used in a Machine learning Algorithm. This has to be understood...

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Sai Geetha M N

- May 13, 2021
- 5 min

Feature Scaling and its Importance

Feature Scaling is a very important aspect of data preparation for many Machine Learning Algorithms. Let us understand what is feature...

58 views1 comment

Sai Geetha M N

- Apr 8, 2021
- 2 min

Regression Algorithms

#ExecutiveSummary #MLModels What is Regression? Regression is a statistical model/method used to determine the strength and character of...

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Sai Geetha M N

- Mar 16, 2021
- 4 min

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...

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Sai Geetha M N

- Mar 10, 2021
- 3 min

The Machine Learning Landscape

If you are looking to start learning about the basics of Machine learning, you are at the right place. My blog will cover overviews of...

446 views3 comments