Nikita Sharma – Medium

Nikita Sharma

Nikita Sharma
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Exploring Sign Language Recognition techniques with Machine Learning

Understanding Indian Sign Language recognition and its Techniques with a Focus on the State-of-the-Art hierarchical neural network approach

9 min readJan 14, 2021

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Exploring Sign Language Recognition techniques with Machine Learning

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Nikita Sharma
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Introduction to Graph Neural Networks

Graph neural networks — their need, real-world applications, and basic architecture with the NetworkX library

9 min readOct 28, 2020

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An image of a light fixture with multiple bulbs. All of the lights are connected with straight or bent lines to the plug.

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Nikita Sharma
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Semantic Image Inpainting with Context Encoders

Understanding Image Inpainting and its Techniques

9 min readOct 20, 2020

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Semantic Image Inpainting with Context Encoders

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Nikita Sharma
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Exploring Optimizers in Machine Learning

A guide to the widely used Optimizer functions, and a breakdown of their benefits and limitations

8 min readSep 29, 2020

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Exploring Optimizers in Machine Learning

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Nikita Sharma
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Image Super-Resolution Using Generative Adversarial Networks

Exploring image super-resolution techniques with focus on the state-of-the-art GAN-based approach

8 min readSep 9, 2020

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Image Super-Resolution Using Generative Adversarial Networks

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Nikita Sharma
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Exploring Activation and Loss Functions in Machine Learning

A guide to the most frequently used activation and loss functions, and a breakdown of their benefits and limitations

8 min readAug 11, 2020

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Exploring Activation and Loss Functions in Machine Learning

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Nikita Sharma
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A Guide to Ensemble Learning

Ensemble learning: Need, benefits and detailed coverage of bagging, boosting, and stacking

9 min readJun 15, 2020

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A Guide to Ensemble Learning

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Nikita Sharma
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Understanding the Mathematics behind Linear Regression Part II

Exploring linear regression: Mathematical foundations and benefits and limitations

8 min readMay 29, 2020

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Understanding the Mathematics behind Linear Regression Part II

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Nikita Sharma
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Spam Filtering using Bag-of-Words

Guide to building your own spam filter in Python

9 min readMay 12, 2020

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Spam Filtering using Bag-of-Words

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Nikita Sharma
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Understanding the Mathematics Behind Linear Regression (Part 1)

Exploring regression and feature engineering on the facebook-comment-prediction dataset

9 min readMay 6, 2020

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Understanding the Mathematics Behind Linear Regression (Part 1)

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Nikita Sharma

Nikita Sharma

SDE Intern @ Amazon| Ex-SDE-Intern @ Microsoft | Finding joy in the absolute intelligence and ignorance of neural networks:)

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