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.
- 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
2. Experiment: I built a basic credit approval model using a Kaggle Dataset
Dataset
https://www.kaggle.com/datasets/rikdifos/credit-card-approval-prediction
3. Analyze financial data
4. Convert and image to panning shot movie
5. Document Analysis
6. Image Recognition
Analyze an image and tell you what is in it (YMMV)
7. File conversion
8. OCR
Extract text from an image
9. Image Editing
Resize, crop, read metadata, add text, add watermark, rotate, change color palette, etc.
No comments.