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.
Preview
- 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
- Describe the data
- Rank order
- Financial ratios
- Volume, seasonality, price volatility
- Correlations
- Daily moving average, daily percentage change
- Candlestick chart
- Extract Quotes
- OCR documents and ask the document questions
- Create a Word Cloud from a document
- Convert to MP3
- Convert to SRT
- WAV to MP3
- PNG to JPEG
- MP4 to GIF
1. Data Science
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2. Experiment: I built a basic credit approval model using a Kaggle Dataset
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Preview
Dataset
https://www.kaggle.com/datasets/rikdifos/credit-card-approval-prediction
3. Analyze financial data
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4. Convert and image to panning shot movie
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5. Document Analysis
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6. Image Recognition
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Analyze an image and tell you what is in it (YMMV)
7. File conversion
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8. OCR
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Extract text from an image
9. Image Editing
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Resize, crop, read metadata, add text, add watermark, rotate, change color palette, etc.
10. Code Analyzer
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11. Generate QR codes
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do is it provide the code used too, or just the results?
do you know how long the context is?