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10 reasons why ChatGPT code interpreter is epic

I have been waiting for this ChatGPT plugin with bated breath. This is a data scientist's dream come true—end-to-end data science with natural language and much more. The things you can do with this plugin are remarkable.

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    1. Data Science

    • Exploratory Data Analysis
    • Identify data quality issues
    • Data Cleansing / Imputation
    • Build Machine learning models: train and evaluate models
    • Data Visualization diagrams: Bar, Line, Scatterplot, Box, Treemap
    • Python code output
    • Runs pandas, numpy, matplotlib, scikit learn
    • Merge multiple files
    • Post Analysis and Insights => Report

    2. Experiment: I built a basic credit approval model using a Kaggle Dataset

    Preview

    Dataset

    https://www.kaggle.com/datasets/rikdifos/credit-card-approval-prediction

    3. Analyze financial data

    • Describe the data
    • Rank order
    • Financial ratios
    • Volume, seasonality, price volatility
    • Correlations
    • Daily moving average, daily percentage change
    • Candlestick chart

    4. Convert and image to panning shot movie

    https://twitter.com/chaseleantj/status/1677651054551523329

    5. Document Analysis

    • Extract Quotes
    • OCR documents and ask the document questions
    • Create a Word Cloud from a document

    6. Image Recognition

    Analyze an image and tell you what is in it (YMMV)

    7. File conversion

    • Convert to MP3
    • Convert to SRT
    • WAV to MP3
    • PNG to JPEG
    • MP4 to GIF

    8. OCR

    Extract text from an image

    9. Image Editing

    Resize, crop, read metadata, add text, add watermark, rotate, change color palette, etc.

    10. Code Analyzer

    11. Generate QR codes

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