Alekhyo Banerjee – Medium

Alekhyo Banerjee

Alekhyo Banerjee

Computational Complexity of PCA

If you know the basics PCA you probably know that PCA is computationally extensive. This article gives an intuition behind all the…

3 min readAug 31, 2020

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Alekhyo Banerjee

Interview Questions on PCA

Here’s a bunch of Interview Questions asked on Principal Component Analysis

5 min readAug 31, 2020

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Interview Questions on PCA

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Alekhyo Banerjee

Computational Complexity of SVM

If you are pursuing Computer Science, probably you must have come across the notations of time complexity.

3 min readAug 31, 2020

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Alekhyo Banerjee

Interview Questions on SVM

Support Vector Machine” (SVM) is a supervised machine learning algorithm which can be used for both classification or regression problems.

8 min readAug 31, 2020

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Interview Questions on SVM

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Alekhyo Banerjee
in
Analytics Vidhya

Linear Regression from Scratch

Linear Regression needs no introduction. It’s the ‘Hello World’ of Machine Learning World. Let’s deep dive into the use cases of Linear…

4 min readJul 27, 2020

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Linear Regression from Scratch

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Alekhyo Banerjee

Importance of Distance Metrics in Machine Learning

You read the title right !!! You might be wondering how ‘Distance’ and ‘Machine Learning’ are related? Am I going out of context?

7 min readMay 30, 2020

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Importance of Distance Metrics in Machine Learning

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Alekhyo Banerjee
in
Analytics Vidhya

Role of Mathematics in Machine Learning

Nowadays many people are planning the transition to AI/ML/Data Science world which is very encouraging and matching the pace of changing…

5 min readMar 15, 2020

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Role of Mathematics in Machine Learning

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Alekhyo Banerjee

Understanding Job Roles

Data is the fuel of the 21st century:

7 min readJan 25, 2020

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Understanding Job Roles

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Alekhyo Banerjee

Alekhyo Banerjee

Data Science| Data Analysis| Data Visualisation| OOP|Python|C Second-Year Undergraduate in Computer Science and Engineering at RCCIIT,Kolkata

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