Why Decision Trees?

As we saw in the last article introducing Decision Trees, decision trees can be used for classification or regression. But the same can...

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Sai Geetha M N

- Jul 30, 2022
- 2 min

Why Decision Trees?

As we saw in the last article introducing Decision Trees, decision trees can be used for classification or regression. But the same can...

108 views0 comments

Sai Geetha M N

- Jan 16, 2022
- 3 min

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...

2,200 views0 comments

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

- Sep 16, 2021
- 6 min

Introduction to Clustering Algorithms

As mentioned in one of my introductory articles on "Machine Learning Algorithms Categories", Clustering Algorithms are a set of...

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Sai Geetha M N

- Aug 3, 2021
- 4 min

Prediction Vs Forecasting in Supervised Learning

In supervised learning and especially in the context of Linear regression, we often use these two terms: Prediction and Forecast. We also...

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Sai Geetha M N

- Jun 25, 2021
- 6 min

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...

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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 20, 2021
- 4 min

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...

102 views2 comments

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

- Apr 1, 2021
- 6 min

Machine Learning Process - A Success Recipe

#MachineLearningProcess #ExecutiveSummary Introduction It is said that "The world's most valuable resource is no longer oil, but data"....

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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...

561 views3 comments

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