Master Generative AI with 10+ Real-world Projects in 2025!

  • d
  • :
  • h
  • :
  • m
  • :
  • s
Analytics Vidhya
  • Free Courses
  • Learning Paths
  • GenAI Pinnacle Plus New
  • Agentic AI Pioneer
  • DHS 2026
    • Switch Mode
    • Logout
Interview Prep
Career
GenAI
Prompt Engg
ChatGPT
LLM
Langchain
RAG
AI Agents
Machine Learning
Deep Learning
GenAI Tools
LLMOps
Python
NLP
SQL
AIML Projects
  1. Dashboard
  2. Blog
  3. Janvi Kumari
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 Large Language Models LLMs PyTorch

    Optimizing LLM Tasks with AdalFlow: Achieving Efficiency with Minimal Abstraction

    AdalFlow bridges RAG research and product development, offering a flexible, PyTorch-inspired library that simplifies LLM task pipelines.

    Janvi Kumari 28 Aug, 2024
    Optimizing LLM Tasks with AdalFlow: Achieving Efficiency with Minimal Abstraction
  • Beginner

    How to Install Git?

    Learn why Git is essential for developers & follow a guide to install Git on Linux, macOS, and Windows to streamline your project management.

    Janvi Kumari 09 May, 2025
    How to Install Git?
  • Beginner GenAI Tools Generative AI

    Swiggy’s Hermes: AI Solution for Seamless Data-Driven Decisions

    Swiggy’s Hermes, a generative AI-based tool, transforms data access by allowing teams to query and retrieve SQL results directly in Slack.

    Janvi Kumari 22 Aug, 2024
    Swiggy’s Hermes: AI Solution for Seamless Data-Driven Decisions
  • Beginner Data Analysis Excel

    How to Remove Duplicates in Excel?

    Master Excel is a powerful tool for removing duplicates, ensuring clean, accurate data for confident decision-making. Follow simple steps.

    Janvi Kumari 09 May, 2025
    How to Remove Duplicates in Excel?
  • Beginner Excel

    How to Freeze Panes in Excel?

    Learn how to use Excel's Freeze Panes feature to keep rows and columns visible while scrolling, making data navigation easier and more.

    Janvi Kumari 02 Aug, 2024
    How to Freeze Panes in Excel?
  • Beginner SQL

    How to Add a Column in SQL?

    Learn to add columns to an existing table in SQL using the ALTER TABLE statement. This guide covers single, multiple column additions & more.

    Janvi Kumari 01 Aug, 2024
    How to Add a Column in SQL?
  • Beginner SQL

    What is CONCAT in SQL?

    SQL's CONCAT function to merge strings, including syntax, examples, handling NULL values, and the CONCAT_WS function for adding separators.

    Janvi Kumari 14 May, 2025
    What is CONCAT in SQL?
  • Beginner NLP Python Python

    How Do You Convert Text Documents to a TF-IDF Matrix with tfidfvectorizer?

    Explore TF-IDF matrix, an NLP technique for text analysis. Guide covers key terms, numerical calculations, Python implementation, and more.

    Janvi Kumari 25 Feb, 2025
    How Do You Convert Text Documents to a TF-IDF Matrix with tfidfvectorizer?
  • Beginner Data Science Statistics

    What’s the Difference Between Type I and Type II Errors ?

    Type I and Type II errors through relatable COVID-19 scenarios. Hypothesis testing basics, error probabilities, strategies to minimize errors

    Janvi Kumari 25 Jul, 2024
    What’s the Difference Between Type I and Type II Errors ?
  • Beginner Large Language Models LLMs

    How to Run LLM Models Locally with Ollama?

    Ollama simplifies running large language models (LLMs) locally, offering ease of setup, customization & powerful open-source AI capabilities

    Janvi Kumari 23 Jul, 2024
    How to Run LLM Models Locally with Ollama?

Previous 1 … 6 7 8 … 10 Next

Flagship Programs

GenAI Pinnacle Program| GenAI Pinnacle Plus Program| AI/ML BlackBelt Program| Agentic AI Pioneer Program

Free Courses

Generative AI| DeepSeek| OpenAI Agent SDK| LLM Applications using Prompt Engineering| DeepSeek from Scratch| Stability.AI| SSM & MAMBA| RAG Systems using LlamaIndex| Building LLMs for Code| Python| Microsoft Excel| Machine Learning| Deep Learning| Mastering Multimodal RAG| Introduction to Transformer Model| Bagging & Boosting| Loan Prediction| Time Series Forecasting| Tableau| Business Analytics| Vibe Coding in Windsurf| Model Deployment using FastAPI| Building Data Analyst AI Agent| Getting started with OpenAI o3-mini| Introduction to Transformers and Attention Mechanisms

Popular Categories

AI Agents| Generative AI| Prompt Engineering| Generative AI Application| News| Technical Guides| AI Tools| Interview Preparation| Research Papers| Success Stories| Quiz| Use Cases| Listicles

Generative AI Tools and Techniques

GANs| VAEs| Transformers| StyleGAN| Pix2Pix| Autoencoders| GPT| BERT| Word2Vec| LSTM| Attention Mechanisms| Diffusion Models| LLMs| SLMs| Encoder Decoder Models| Prompt Engineering| LangChain| LlamaIndex| RAG| Fine-tuning| LangChain AI Agent| Multimodal Models| RNNs| DCGAN| ProGAN| Text-to-Image Models| DDPM| Document Question Answering| Imagen| T5 (Text-to-Text Transfer Transformer)| Seq2seq Models| WaveNet| Attention Is All You Need (Transformer Architecture) | WindSurf| Cursor

Popular GenAI Models

Llama 4| Llama 3.1| GPT 4.5| GPT 4.1| GPT 4o| o3-mini| Sora| DeepSeek R1| DeepSeek V3| Janus Pro| Veo 2| Gemini 2.5 Pro| Gemini 2.0| Gemma 3| Claude Sonnet 3.7| Claude 3.5 Sonnet| Phi 4| Phi 3.5| Mistral Small 3.1| Mistral NeMo| Mistral-7b| Bedrock| Vertex AI| Qwen QwQ 32B| Qwen 2| Qwen 2.5 VL| Qwen Chat| Grok 3

AI Development Frameworks

n8n| LangChain| Agent SDK| A2A by Google| SmolAgents| LangGraph| CrewAI| Agno| LangFlow| AutoGen| LlamaIndex| Swarm| AutoGPT

Data Science Tools and Techniques

Python| R| SQL| Jupyter Notebooks| TensorFlow| Scikit-learn| PyTorch| Tableau| Apache Spark| Matplotlib| Seaborn| Pandas| Hadoop| Docker| Git| Keras| Apache Kafka| AWS| NLP| Random Forest| Computer Vision| Data Visualization| Data Exploration| Big Data| Common Machine Learning Algorithms| Machine Learning| Google Data Science Agent

Company

  • About Us
  • Contact Us
  • Careers

Discover

  • Blogs
  • Expert Sessions
  • Learning Paths
  • Comprehensive Guides

Learn

  • Free Courses
  • AI&ML Program
  • Pinnacle Plus Program
  • Agentic AI Program

Engage

  • Community
  • Hackathons
  • Events
  • Podcasts

Contribute

  • Become an Author
  • Become a Speaker
  • Become a Mentor
  • Become an Instructor

Enterprise

  • Our Offerings
  • Trainings
  • Data Culture
  • AI Newsletter

Terms & conditions Refund Policy Privacy Policy Cookies Policy © Analytics Vidhya 2025.All rights reserved.

Av Logo White

Continue your learning for FREE

Forgot your password?
Av Logo White

Enter email address to continue

Av Logo White

Enter OTP sent to

Edit

Wrong OTP.

Enter the OTP

Resend OTP

Resend OTP in 45s