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Janvi Kumari

Janvi Kumari

Author: since 26 Feb, 2024 Article: 95 Claps: 2354

Hi, I am Janvi, a passionate data science enthusiast currently working at Analytics Vidhya. My journey into the world of data began with a deep curiosity about how we can extract meaningful insights from complex datasets.

Writes on Generative AI LLMs Machine Learning Generative AI Application Python Data Science AI Agents Python Artificial Intelligence Data Analysis SQL Large Language Models Statistics ChatGPT Deep Learning NLP RAG GenAI Tools Github Guide Langchain Prompt Engineering Prompt Engineering Computer Vision Data Exploration Database Datasets Excel Probability PyTorch Vector Database Algorithm AWS Blockchain Business Intelligence Career chatbot Classification Data Mining Data Visualization Interview Prep Interviews Learning Path Listicle LLMOps MongoDB News Pandas Regression Structured Data Supervised Text Videos Word Embeddings BeginnerAdvancedIntermediate More
  • Advanced Generative AI LLMs Structured Data

    A Comprehensive Guide to Output Parsers

    Output Parsers help convert unstructured LLM text into structured formats like JSON and XML, supporting tools like Pydantic and more.

    Janvi Kumari 20 Nov, 2024
    A Comprehensive Guide to Output Parsers
  • Advanced Generative AI Langchain LLMs

    3 Advanced Strategies for Retrievers in LangChain

    Learn how Retrievers in LangChain, from vector stores to contextual compression, streamline data retrieval for complex queries and more.

    Janvi Kumari 01 Nov, 2024
    3 Advanced Strategies for Retrievers in LangChain
  • Advanced Generative AI Langchain Large Language Models LLMs

    How to Build a Simple LLM Application with LCEL?

    Learn how to build a simple LLM application with LCEL for English-to-Japanese translation. Create & deploy your LangChain-based tool.

    Janvi Kumari 20 Oct, 2024
    How to Build a Simple LLM Application with LCEL?
  • Advanced Deep Learning PyTorch

    Memory-Efficient Model Weight Loading in PyTorch

    Learn about memory-efficient methods for loading model weights in PyTorch. Streamline your deep learning processes and maximize it!

    Janvi Kumari 21 Oct, 2024
    Memory-Efficient Model Weight Loading in PyTorch
  • Advanced Large Language Models LLMs RAG

    Evaluating and Monitoring LLM & RAG Applications with Opik

    Opik is an open-source platform that helps developers evaluate, monitor, and trace LLM and RAG applications, ensuring accurate AI performance.

    Janvi Kumari 09 Oct, 2024
    Evaluating and Monitoring LLM & RAG Applications with Opik
  • Beginner Generative AI Generative AI Application

    A Comprehensive Guide on Replit Agent

    Learn more about Replit Agent, how to install it, use cases, best practices and challenges and limitations.

    Janvi Kumari 21 Sep, 2024
    A Comprehensive Guide on Replit Agent
  • Advanced Generative AI Large Language Models LLMs NLP

    What is the Chinchilla Scaling Law?

    How the Chinchilla Scaling Law redefines NLP by optimizing large language models, balancing model size, data, and computational efficiency?

    Janvi Kumari 19 Sep, 2024
    What is the Chinchilla Scaling Law?
  • ChatGPT Generative AI Intermediate

    How to Access the OpenAI o1 API?

    Explore OpenAI o1-mini and o1-preview models, pricing, API access, and coding with step-by-step guidance for code generation and reasoning.

    Janvi Kumari 01 Oct, 2024
    How to Access the OpenAI o1 API?
  • Advanced Artificial Intelligence Generative AI Large Language Models LLMs

    Claude vs Gemini: A Guide to Choose the Right Model

    Compare AI models Claude vs Gemini: strengths, architecture, use cases, and benchmarks. Claude are great models in their use cases.

    Janvi Kumari 12 Sep, 2024
    Claude vs Gemini: A Guide to Choose the Right Model
  • Advanced Artificial Intelligence Generative AI Machine Learning

    What are Diffusion Models?

    What are Diffusion Models: Explore cutting-edge techniques for generating realistic data, from images to text and more. Read More!

    Janvi Kumari 24 Feb, 2025
    What are Diffusion Models?

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