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

- Jun 18, 2021
- 13 min

HBase Design - Guidelines & Best Practices

We have looked at HBase Fundamentals and HBase Architecture in the last two weeks. Today I will look at a few best practices and...

495 views1 comment

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...

226 views0 comments

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...

447 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 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...

92 views2 comments

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...

104 views0 comments

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 22, 2021
- 9 min

Data Validation - During Ingestion into Data Lake

Any enterprise that wants to harness the power of data, almost always begins with building a data lake. By definition, a data lake is a...

2,099 views5 comments

Sai Geetha M N

- Apr 17, 2021
- 1 min

ACID Vs BASE - A definition

#Definitions ACID is a characteristic of RDBMS databases Atomic: Each task in a transaction succeeds or the entire transaction is rolled...

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Sai Geetha M N

- Apr 16, 2021
- 4 min

Making the Right Database Choice

#ArchitecturalDecision If someone were to ask, should I use SQL or NoSQL database, the obvious answer is "it depends". Depends on what?...

566 views3 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"....

81 views0 comments

Sai Geetha M N

- Mar 19, 2021
- 4 min

Hadoop for Analysts - Apache Druid, Apache Kylin and Interactive Query Tools

#ToolComparison #ArchitectureDecision Introduction Traditional Data Warehouses have existed in the industry for quite some time now. They...

482 views3 comments

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...

343 views0 comments

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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