KDAG IIT KGP – Medium

KDAG IIT KGP

The Magic of Clusters: A Journey Through Image Segmentation with k-means

Explore the captivating world of image segmentation, where we delve deep into the k-means clustering algorithm, offering a blend of…

7 min readDec 13, 2023

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The Magic of Clusters: A Journey Through Image Segmentation with k-means

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KDAG IIT KGP

Demystifying AI Decisions: The Power of Explainable AI (XAI)

Unlocking the Secrets of AI Models and Building Trust with Transparency

5 min readOct 26, 2023

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Demystifying AI Decisions: The Power of Explainable AI (XAI)

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KDAG IIT KGP

Unlocking Horizons with Google Cloud Credits

Your Key to Supercharged Research, Machine Learning Mastery, and Career Opportunities

7 min readOct 16, 2023

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Unlocking Horizons with Google Cloud Credits

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KDAG IIT KGP

Unveiling the Cosmos: Discovering Exoplanets with Machine Learning

Join us as we navigate through the Transit Method, light curve preprocessing, and the art of training ML models.

8 min readOct 4, 2023

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Unveiling the Cosmos: Discovering Exoplanets with Machine Learning

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KDAG IIT KGP

GENERATING 3D-EFFECT ON A STILL IMAGE

You must’ve seen Google Photos’ new feature: The Cinematic Effect. This results in an effect quite similar to the dolly zoom which is used…

5 min readJan 7, 2023

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GENERATING 3D-EFFECT ON A STILL IMAGE

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KDAG IIT KGP

How art is generated from Algorithms?

By definition, Algorithmic art is a type of art, primarily visual, in which the design is produced by an algorithm. But what are…

7 min readOct 31, 2022

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How art is generated from Algorithms?

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KDAG IIT KGP

Bagging and Random Forests: Reducing Bias and variance using Randomness

This article will provide an overview of the famous ensemble method bagging and even cover the topic of random forests.

8 min readDec 4, 2021

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Bagging and Random Forests: Reducing Bias and variance using Randomness

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KDAG IIT KGP

How to win a Data Science Hackathon

Data hackathons are one of the best ways to prove your data science skills and to learn a lot in a short amount of time. Different…

10 min readOct 8, 2021

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How to win a Data Science Hackathon

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KDAG IIT KGP

Naive Bayes Algorithm

“Probability theory is nothing but common sense reduced to calculation.”

13 min readSep 25, 2021

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Naive Bayes Algorithm

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KDAG IIT KGP

Decision Trees — Just the everyday things!

“Waiting hurts. Forgetting hurts. But not knowing which decision to take can sometimes be the most painful…”

16 min readSep 8, 2021

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Decision Trees — Just the everyday things!

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KDAG IIT KGP

KDAG IIT KGP

We aim to provide ample opportunity & resources to all the AI/ML enthusiasts out there that are required to build a successful career in this emerging domain.

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