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planting decision trees...
🌱
planting decision trees...
16 followers · 8 following
  • Indore, Madhya Pradesh

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PragyanTiwari/README.md

👋 Hi There, I'm Pragyan!

Aspiring Data Scientist with expertise in statistical modeling 📈, supervised ML 🤖, and GenAI Agentic frameworks 🧠. Passionate about solving real-world problems 🌍, contributing to innovative solutions 💡, and 🏗️ building data-driven insights.

A bit about me 🪽

  • ⚒️ Currently working on: JSON Schema for dataset using Pydantic
  • 🔎 Explore my all projects here
  • 💬 Ask me about: Decision Trees, PCA, Statistics & Probability, LangChain, Supervised ML, Data Modeling, Data Validation

Tools 🔫

LangChain Pydantic Python Pandas scikit-learn Numpy Plotly Scipy Typer uv git-cli Arduino

🔗 Connect with me at:

Pinned Loading

  1. Breast-Cancer-Prediction-with-DecisionTree-Classifier Breast-Cancer-Prediction-with-DecisionTree-Classifier Public

    DecisionTree Classifier to predict breast cancer. Tuning model with feature engineering techniques and interpreting model behaviour with SHAP.

    Jupyter Notebook 3

  2. LangChain-GenAI-Data-Assistant LangChain-GenAI-Data-Assistant Public

    Generative AI Data Assistant powered with LLAMA3-70B built on LangChain Framework

    Python 3

  3. Hypothesis-Testing-Medical-Insurance-Data Hypothesis-Testing-Medical-Insurance-Data Public

    Testing Hypothesis on Medical Insurance dataset to analyze & gain insights using Normality Test, T-Test, Chi-Square Test etc. Along with Power Analysis to check the statistical significance.

    Jupyter Notebook 3

  4. SpaceX-Falcon_9-Landing-Prediction SpaceX-Falcon_9-Landing-Prediction Public

    SpaceX falcon 9 landing prediction using machine learning classification algorithms with Interactive Visual Analytics

    Jupyter Notebook 2

  5. Linear-Regression-with-outlier-detection Linear-Regression-with-outlier-detection Public

    Developing a robust linear regression model to accurately predict the galaxy mass based on observable properties

    Jupyter Notebook 3

  6. Spotify-Exploratory-Data-Analysis Spotify-Exploratory-Data-Analysis Public

    Exploratory Data Analysis on Spotify Streaming songs 2024 data. Extracting and interpreting insights with multiple plots.

    Jupyter Notebook 2