Swagata Ashwani – Medium

Swagata Ashwani

Swagata Ashwani

Deploying custom model in AWS Sagemaker

Introduction to AWS Sagemaker

Sep 5, 2022

Deploying custom model in AWS Sagemaker

Sep 5, 2022

Swagata Ashwani

A Gentle Introduction to LSTM

In the previous article, we learned about RNN’s and learnt that they have two problems that is vanishing gradients and exploding gradients…

Jun 10, 2022

A Gentle Introduction to LSTM

Jun 10, 2022

Swagata Ashwani

A Gentle Introduction to Recurrent Neural Networks(RNN)

What are RNN’s and how do they work?

Jun 9, 2022

A Gentle Introduction to Recurrent Neural Networks(RNN)

Jun 9, 2022

Swagata Ashwani

Custom Classification using Amazon Comprehend

What is AWS Comprehend?

Jun 8, 2022

Custom Classification using Amazon Comprehend

Jun 8, 2022

Swagata Ashwani

Optimization in Machine Learning

The goal of building machine learning models is to reduce the error to the minimum so that we can have the best generic model that can…

Jun 7, 2022

Optimization in Machine Learning

Jun 7, 2022

Swagata Ashwani

A Complete Guide to Compact Prediction Trees

Introduction

Jun 6, 2022

A Complete Guide to Compact Prediction Trees

Jun 6, 2022

Swagata Ashwani

A Gentle Introduction to Markov Chains

What are Markov chains?

Jun 5, 2022

A Gentle Introduction to Markov Chains

Jun 5, 2022

Swagata Ashwani

Word Embedding: Word2Vec — Skip-gram and CBOW

What is Word Embedding?

Jun 4, 2022

Word Embedding: Word2Vec — Skip-gram and CBOW

Jun 4, 2022

Swagata Ashwani

A Complete guide to K Nearest Neighbor (KNN) in Machine Learning

K Nearest Neighbor or K-NN is a supervised learning algorithm that uses a non-parametric algorithm, which means it does not make any…

Jun 2, 2022

A Complete guide to K Nearest Neighbor (KNN) in Machine Learning

Jun 2, 2022

Swagata Ashwani

Text Vectorization using Bag of Words and TF-IDF

In the previous article, we talked about how we can achieve basic text processing for text data. For any machine learning model, input has…

Jun 2, 2022

Text Vectorization using Bag of Words and TF-IDF

Jun 2, 2022

Swagata Ashwani

Swagata Ashwani

I love talking Data! Data Scientist with a passion for finding optimized solutions in the AI space.Follow me here — https://www.linkedin.com/in/swagata-ashwani/

Following

Help
Status
About
Careers
Press
Blog
Privacy
Terms
Text to speech
Teams