[FEATURE]Add AI-Driven ML and Data Science Assistant

Description

I would like to contribute an AI-Driven ML and Data Science Assistant to this awesome list.

Project Overview

An intelligent, LLM-powered assistant for automated machine learning and data science tasks built with:

• LangGraph for agentic workflows
• Groq/OpenAI for LLM integration
• Scikit-learn for ML model training

Key Features

• Data Exploration: Dataset structure, columns, and statistics
• Data Cleaning: Missing values, outliers, and anomaly detection
• Data Type Detection: Auto-detect and validate column types
• Statistical Analysis: Column distributions and summaries
• Model Training: Classification and regression models with cross-validation
• Natural Language Interface: simple Chat-based interaction with AI assistant
• Visualization: Seaborn and Matplotlib integration

Technologies Used

• Python, Pandas, NumPy, Scikit-learn

• LangChain, LangGraph, LangSmith

• Groq, OpenAI API

• Matplotlib, Seaborn

• Colab Notebook: https://colab.research.google.com/drive/1y_oz6CqCsjPIdG8jwqM4SByWE1fVUMk-#scrollTo=PdfLryzBFTF6

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Should the Destination be advance_ai_agents or starter_ai_agents

Would love feedback on whether this is a good fit for the repository!