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Janvi Kumari

Janvi Kumari

Author: since 26 Feb, 2024 Article: 110 Claps: 2470

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

    Building a Real Image Matching Project with Gemini Embedding 2

    A step-by-step guide to building a real image matching and classification project using Google's new Gemini Embedding 2.

    Janvi Kumari 12 Mar, 2026
    Building a Real Image Matching Project with Gemini Embedding 2
  • Beginner MongoDB NoSQL

    MongoDB Compass: A Beginner-Friendly Guide to MongoDB’s Visual Interface 

    MongoDB Compass: how to use it to manage MongoDB databases visually. Explore features like schema analysis, queries, and aggregation.

    Janvi Kumari 11 Mar, 2026
    MongoDB Compass: A Beginner-Friendly Guide to MongoDB’s Visual Interface 
  • Beginner Guide Python

    Pyright Guide: Installation, Configuration, and Use Cases

    Pyright: how to install and configure it, and how it delivers fast static type checking for Python with real-time editor diagnostics.

    Janvi Kumari 08 Mar, 2026
    Pyright Guide: Installation, Configuration, and Use Cases
  • Beginner Machine Learning

    Deterministic vs Stochastic – Machine Learning Fundamentals

    Difference between deterministic and stochastic models with examples, pros cons, and applications in machine learning and risk assessment.

    Janvi Kumari 03 Mar, 2026
    Deterministic vs Stochastic – Machine Learning Fundamentals
  • Beginner Guide Machine Learning

    PyCaret Tutorial: Beginner’s Guide to Automating ML Workflows

    An in-depth guide to PyCaret, the open-source, low-code machine learning library. Learn how it simplifies the end-to-end ML workflow.

    Janvi Kumari 17 Feb, 2026
    PyCaret Tutorial: Beginner’s Guide to Automating ML Workflows
  • Beginner GenAI Tools Generative AI

    Is OpenAI’s GPT-5.3 Codex Worth the Hype?

    We tested the all new GPT-5.3 Codex on real coding tasks. Here’s what worked, what didn’t, and what surprised us.

    Janvi Kumari 09 Feb, 2026
    Is OpenAI’s GPT-5.3 Codex Worth the Hype?
  • Beginner Cyber Security LLMs

    What is Prompt Injection? Types, Examples, Case Studies & More

    A complete guide to prompt injection attacks in LLMs. Learn what they are, why they are dangerous, and how to defend your AI systems.

    Janvi Kumari 06 Feb, 2026
    What is Prompt Injection? Types, Examples, Case Studies & More
  • Beginner Machine Learning Transformer Models

    Gradient Boosting vs AdaBoost vs XGBoost vs CatBoost vs LightGBM: Finding the Best Gradient Boosting Method

    A practical comparison of AdaBoost, GBM, XGBoost, AdaBoost, LightGBM, and CatBoost to find the best gradient boosting model.

    Janvi Kumari 02 Feb, 2026
    Gradient Boosting vs AdaBoost vs XGBoost vs CatBoost vs LightGBM: Finding the Best Gradient Boosting Method
  • Beginner Generative AI LLMs

    What is Context Window in LLM? Explained in 2 Minutes

    What is context window in LLMs, why it matters, how sizes differ across models, and how to write better prompts using focused context.

    Janvi Kumari 19 Jan, 2026
    What is Context Window in LLM? Explained in 2 Minutes
  • Beginner Machine Learning

    Dummy Variable Trap in Machine Learning Explained Simply

    Learn what the dummy variable trap is, why it causes multicollinearity, and how to avoid it using pandas and scikit-learn examples.

    Janvi Kumari 06 Jan, 2026
    Dummy Variable Trap in Machine Learning Explained Simply

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