Sambit Mahapatra – Medium

Sambit Mahapatra

Sambit Mahapatra
in
Geek Culture

Recurrent Circle of Machine Learning

How to manage a Machine Learning project?

5 min readMar 29, 2021

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Recurrent Circle of Machine Learning

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Sambit Mahapatra

INDIA The Future Superpower

India is a culture rich ancient civilization that has sustained and evolved through a journey of thousand years. A civilization which…

4 min readAug 14, 2020

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INDIA The Future Superpower

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Sambit Mahapatra
in
The Startup

Activation Functions in Neural Network

A concise analysis on roles and types of activation functions in neural networks. Detailed pros and cons of 5 popularly used ones in…

6 min readAug 7, 2020

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Activation Functions in Neural Network

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Sambit Mahapatra
in
Towards Data Science

Albert Vectorization (With Tensorflow Hub)

We vectorize input texts using pre-trained Albert embeddings from tensorflow-hub. It is used as a Keras layer, so can be extended to build…

5 min readJul 11, 2020

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Albert Vectorization (With Tensorflow Hub)

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Sambit Mahapatra
in
Towards Data Science

Sarcasm Classification (Using FastText)

FastText is a library created by the Facebook Research Team for efficient learning of word representations and sentence classification. It…

5 min readJun 28, 2020

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Sarcasm Classification (Using FastText)

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Sambit Mahapatra

Demographics of Women in India (A data-centric view)

India is the fastest growing economy and the largest democracy of the world with the potential to become the next superpower in a coming…

6 min readMar 7, 2020

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Demographics of Women in India (A data-centric view)

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Sambit Mahapatra
in
Towards Data Science

Classification Model Building and Tracking in Tensorflow 2.0

Last month Tensorflow 2 got released making the model development and deployment easier with tight integration of high level keras…

6 min readNov 24, 2019

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Classification Model Building and Tracking in Tensorflow 2.0

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Sambit Mahapatra

Python Development Environment set up with Virtual Environment

Real world applications requires number of services, micro services with different service having different kind of dependencies. So It is…

4 min readNov 11, 2019

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Python Development Environment set up with Virtual Environment

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Sambit Mahapatra
in
Towards Data Science

Machine Learning Models as Micro Services in Docker

One of the biggest underrated challenges in machine learning development is the deployment of the trained models in production that too in…

6 min readMar 17, 2019

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Machine Learning Models as Micro Services in Docker

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Sambit Mahapatra
in
Towards Data Science

Transfer Learning using ELMO Embedding

Last year, the major developments in “Natural Language Processing” were about Transfer Learning. Basically, Transfer Learning is the…

6 min readFeb 3, 2019

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Transfer Learning using ELMO Embedding

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Sambit Mahapatra

Sambit Mahapatra

Putting ML to Customer Support at CSAT.AI | Natural Language Processing | Full Stack Data Scientist (sambit9238@gmail.com)

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