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Nibedita Dutta

Nibedita Dutta

Author: since 27 Apr, 2021 Article: 49 Claps: 204

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 Artificial Intelligence Generative AI Guide LLMs

    Bilingual Powerhouse EXAONE 3.5 Sets New AI Standards

    EXAONE 3.5 is a cutting-edge bilingual AI model with advanced long-context processing, designed for diverse real-world applications.

    Nibedita Dutta 20 Mar, 2025
    Bilingual Powerhouse EXAONE 3.5 Sets New AI Standards
  • Advanced Generative AI LLMs

    Marco-o1 vs Llama 3.2: Which is Better?

    Marco-o1 vs Llama 3.2: Which is Better? Find out which model performs better for the given tasks and why. Checkout now.

    Nibedita Dutta 31 Dec, 2024
    Marco-o1 vs Llama 3.2: Which is Better?
  • Advanced Generative AI Generative AI Application Guide LLMs

    Corrective RAG (CRAG) in Action

    How Corrective RAG (CRAG) improves document retrieval by enhancing response accuracy with corrective actions and web search integration.

    Nibedita Dutta 20 Mar, 2025
    Corrective RAG (CRAG) in Action
  • Beginner Computer Vision Deep Learning Guide LLMs

    What is Mixture of Experts?

    Explore the performance differences in Mixture of Experts (MoE) models and how they impact output predictions across various tasks. Read Now!

    Nibedita Dutta 20 Mar, 2025
    What is Mixture of Experts?
  • Advanced AI Agents conversational AI

    Building a Multi-Agent System with CAMEL AI

    CAMEL AI enables autonomous, scalable multi-agent systems, fostering collaboration and innovation in AI research and applications.

    Nibedita Dutta 23 Dec, 2024
    Building a Multi-Agent System with CAMEL AI
  • Advanced Generative AI Guide LLMs

    OLMoE: Open Mixture-of-Experts Language Models

    OLMoE is a powerful, efficient MoE model that activates only relevant experts, optimizing performance and saving computational resources.

    Nibedita Dutta 20 Mar, 2025
    OLMoE: Open Mixture-of-Experts Language Models
  • Advanced Classification Generative AI Generative AI Application RAG

    News Classification by Fine-tuning Small Language Model

    Learn Fine-tuning Small Language Models for efficiency, accuracy, and cost-effectiveness in resource-constrained environments.

    Nibedita Dutta 17 Dec, 2024
    News Classification by Fine-tuning Small Language Model
  • Advanced Generative AI Generative AI Application Guide

    OpenAI Swarm: A Hands-On Guide to Multi-Agent Systems

    Explore OpenAI Swarm, a user-friendly framework for managing multi-agent systems. Learn its features, use & Python implementation.

    Nibedita Dutta 20 Mar, 2025
    OpenAI Swarm: A Hands-On Guide to Multi-Agent Systems
  • Advanced Generative AI Generative AI Application

    Performance Evaluation of Small Language Models: Insights and Comparisons

    Discover the Performance Evaluation of Small Language Models, comparing outputs, strengths, and efficiency for diverse tasks.

    Nibedita Dutta 04 Dec, 2024
    Performance Evaluation of Small Language Models: Insights and Comparisons
  • Advanced Github LLMs RAG

    GraphRAG: A Complete Guide from Concept to Implementation

    Explore how GraphRAG enhances knowledge retrieval by combining graph databases and retrieval-augmented generation techniques.

    Nibedita Dutta 14 Feb, 2025
    GraphRAG: A Complete Guide from Concept to Implementation

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