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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
  • Advanced AI Agents Data Analysis Generative AI Generative AI Application

    Using AI Agents to Create Customized Customer Experiences

    Learn how AI agents enhance customized customer experiences through personalization and real-time engagement strategies.

    Nibedita Dutta 04 Dec, 2024
    Using AI Agents to Create Customized Customer Experiences
  • Advanced chatbot Generative AI LLMs

    Enhancing AI Conversations with LangChain Memory

    Discover how LangChain Memory enhances AI conversations with advanced memory techniques for personalized, context-aware interactions.

    Nibedita Dutta 15 Nov, 2024
    Enhancing AI Conversations with LangChain Memory
  • Advanced Generative AI Generative AI Application LLMs

    Agentic RAG for Analyzing Customer Issues

    Analyzing Customer Issues with Agentic RAG: Enhanced insights and decision-making for complex, industry-specific queries.

    Nibedita Dutta 06 Nov, 2024
    Agentic RAG for Analyzing Customer Issues
  • Advanced AI Agents Generative AI Generative AI Application

    AI Agents with CrewAI: Transforming Edtech Solutions

    AI agents with CrewAI collaborate to deliver effective and personalized course recommendations, enhancing the Edtech experience.

    Nibedita Dutta 18 Mar, 2025
    AI Agents with CrewAI: Transforming Edtech Solutions
  • Beginner BERT Classification NLP Python

    Unveiling the Inner Workings: A Deep Dive into BERT’s Attention Mechanism

    Dive into the heart of BERT's attention mechanism. Explore the intricate workings that power this revolutionary NLP model.

    Nibedita Dutta 02 Jan, 2024
    Unveiling the Inner Workings: A Deep Dive into BERT’s Attention Mechanism
  • Artificial Intelligence Data Analysis Generative AI Intermediate LLMs

    Unlocking LangChain & Flan-T5 XXL | A Guide to Efficient Document Querying

    Learn how to create document querying system using LangChain & Flan-T5 XXL leveraging in building large-language based applications.

    Nibedita Dutta 20 Sep, 2023
    Unlocking LangChain & Flan-T5 XXL | A Guide to Efficient Document Querying
  • AWS Beginner Cloud Computing Data Engineering Data Science

    A primer on AWS Lambda Function

    Lambda function enables users to run code in the cloud without requiring them to set up infrastructural systems.

    Nibedita Dutta 02 Sep, 2022
    A primer on AWS Lambda Function
  • Beginner Data Engineering Data Warehouse Docker

    Building a simple Flask App using Docker vs Code

    In this article, you will learn how to build a simple flask app using docker vs code. Sounds interesting, right?

    Nibedita Dutta 13 Nov, 2024
    Building a simple Flask App using Docker vs Code
  • Algorithm Beginner Machine Learning Python Python

    Adding Explainability to Clustering

    Clustering is an unsupervised algorithm that is used for determining the intrinsic groups present in unlabelled data.

    Nibedita Dutta 26 May, 2022
    Adding Explainability to Clustering
  • Deep Learning Intermediate Machine Learning Python Python

    Impact of Hyperparameters on a Deep Learning Model

    In this article we will learn about the hyperparameters and look at how changing them impacts the model performance.

    Nibedita Dutta 26 May, 2022
    Impact of Hyperparameters on a Deep Learning Model

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