Swagata AshwaniDeploying custom model in AWS SagemakerIntroduction to AWS Sagemaker3 min read·Sep 5, 2022----
Swagata AshwaniA Gentle Introduction to LSTMIn the previous article, we learned about RNN’s and learnt that they have two problems that is vanishing gradients and exploding gradients…3 min read·Jun 10, 2022----
Swagata AshwaniA Gentle Introduction to Recurrent Neural Networks(RNN)What are RNN’s and how do they work?2 min read·Jun 9, 2022----
Swagata AshwaniCustom Classification using Amazon ComprehendWhat is AWS Comprehend?2 min read·Jun 8, 2022----
Swagata AshwaniOptimization in Machine LearningThe 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…3 min read·Jun 7, 2022----
Swagata AshwaniA Gentle Introduction to Markov ChainsWhat are Markov chains?3 min read·Jun 5, 2022----
Swagata AshwaniWord Embedding: Word2Vec — Skip-gram and CBOWWhat is Word Embedding?3 min read·Jun 4, 2022----
Swagata AshwaniA Complete guide to K Nearest Neighbor (KNN) in Machine LearningK Nearest Neighbor or K-NN is a supervised learning algorithm that uses a non-parametric algorithm, which means it does not make any…2 min read·Jun 2, 2022----
Swagata AshwaniText Vectorization using Bag of Words and TF-IDFIn the previous article, we talked about how we can achieve basic text processing for text data. For any machine learning model, input has…3 min read·Jun 2, 2022----