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

- 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...

152 views0 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...

112 views0 comments

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...

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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...

61 views1 comment

Sai Geetha M N

- May 6, 2021
- 10 min

Linear Regression Through Code - Part 2

Last week, in Part 1, I walked through all the preliminary steps to be done before you can build a Linear Regression model. This week we...

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Sai Geetha M N

- Apr 29, 2021
- 8 min

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...

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Sai Geetha M N

- Apr 28, 2021
- 2 min

Types of Variables - Definition

#Definition There are different characteristics of data that are used for analysis and machine learning. One very fundamental...

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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...

485 views3 comments

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