Sambit Mahapatra – Medium

Sambit Mahapatra

Sambit Mahapatra
in
Geek Culture

Recurrent Circle of Machine Learning

How to manage a Machine Learning project?

Mar 29, 2021

Recurrent Circle of Machine Learning

Mar 29, 2021

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…

Aug 14, 2020

INDIA The Future Superpower

Aug 14, 2020

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…

Aug 7, 2020

Activation Functions in Neural Network

Aug 7, 2020

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…

Jul 11, 2020

Albert Vectorization (With Tensorflow Hub)

Jul 11, 2020

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…

Jun 28, 2020

Sarcasm Classification (Using FastText)

Jun 28, 2020

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…

Mar 7, 2020

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

Mar 7, 2020

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…

Nov 24, 2019

Classification Model Building and Tracking in Tensorflow 2.0

Nov 24, 2019

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…

Nov 11, 2019

Python Development Environment set up with Virtual Environment

Nov 11, 2019

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…

Mar 17, 2019

Machine Learning Models as Micro Services in Docker

Mar 17, 2019

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…

Feb 3, 2019

Transfer Learning using ELMO Embedding

Feb 3, 2019

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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