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Computer Science and Programming

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Computer Science and Programming

6 лет назад
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End to End Machine Learning: From Data Collection to Deployment.

- Collect and scrape data with Scrapy / Selenium
- Train a deep character CNN for (English) sentiment analysis using PyTorch
- Build an interactive web app with Dash to serve the model in real-time
- Put everything in Docker Compose
- Deploy to AWS on a custom domain name