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Nibedita Dutta

Nibedita Dutta

Author: since 27 Apr, 2021 Article: 49 Claps: 190

Nibedita completed her master’s in Chemical Engineering from IIT Kharagpur in 2014 and is currently working as a Senior Data Scientist. In her current capacity, she works on building intelligent ML-based solutions to improve business processes.

Writes on Generative AI Generative AI Application LLMs Python AI Agents Python RAG NLP Guide Machine Learning Intermediate Text Data Analysis Data Engineering Model Deployment Artificial Intelligence AWS Best of Tech Classification Cloud Computing Deep Learning Docker Project Word Embeddings Algorithm BERT chatbot Clustering Computer Vision conversational AI Data Science Data Warehouse Github Kubernetes Libraries Technique Topic Modeling Unstructured Data Unsupervised AdvancedBeginner More
  • AWS Beginner Model Deployment Python Python

    Deploying a Flask App on AWS Elastic Beanstalk

    This article is a quick introductory guide to building your own Flask app and deploying the application using AWS Elastic Beanstalk.

    Nibedita Dutta 02 Nov, 2021
    Deploying a Flask App on AWS Elastic Beanstalk
  • Beginner Machine Learning Python Python

    Tracking Your Machine Learning Project Changes with Neptune

    In this article we will be looking into how to Track Your Machine Learning Project Changes with Neptune and keep track of your work

    Nibedita Dutta 22 Oct, 2021
    Tracking Your Machine Learning Project Changes with Neptune
  • Beginner Libraries Python Python Text

    Fuzzy String Matching – A Hands-on Guide

    Fuzzy string matching is the technique of finding strings that match with a given string partially and not exactly. Let's see how to do it.

    Nibedita Dutta 01 May, 2025
    Fuzzy String Matching – A Hands-on Guide
  • Beginner Machine Learning NLP Python Text

    Bag-of-words vs TFIDF vectorization –A Hands-on Tutorial

    Bow and TFIDF are pre-processing techniques that generate a numeric form from an input text. We will see bag-of-words-vs-tfidf-vectorization.

    Nibedita Dutta 14 Jul, 2021
    Bag-of-words vs TFIDF vectorization –A Hands-on Tutorial
  • Beginner NLP Python Python Text

    Word2Vec For Word Embeddings -A Beginner’s Guide

    In this article we will explore word2vec a word embeddings technology. Initially we will see the basic concepts and later the implementation. Read it Now!

    Nibedita Dutta 04 Apr, 2025
    Word2Vec For Word Embeddings -A Beginner’s Guide
  • Advanced Cloud Computing Kubernetes Model Deployment

    Kubernetes -Let’s Learn The Basic Tenets

    Kubernetes is an open-source container orchestration tool that helps in managing containerized applications in development environments.

    Nibedita Dutta 10 Jul, 2021
    Kubernetes -Let’s Learn The Basic Tenets
  • Advanced Clustering NLP Project Python

    Topic Modelling With LDA -A Hands-on Introduction

    LDA is one of the ways to implement Topic Modelling. It is clustering a collection of documents based on the topics they cover.

    Nibedita Dutta 17 Oct, 2024
    Topic Modelling With LDA -A Hands-on Introduction
  • Advanced Data Engineering Docker Machine Learning Model Deployment

    Shipping your Machine Learning Models With Dockers

    Docker is a platform that deals with building, running,distributing applications with containers. Dockers csn be used to distribute ML models.

    Nibedita Dutta 27 Aug, 2021
    Shipping your Machine Learning Models With Dockers
  • Advanced NLP Project Technique

    Building a Conversational Bot using LUIS

    Using LUIS, we will see how to build a conversational bot that will aid in natural language understanding in our applications.

    Nibedita Dutta 27 Apr, 2021
    Building a Conversational Bot using LUIS

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