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Practical AI: Machine Learning, Data Science, LLM
Machine learning in your database
Jun 22, 2022
49:04
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Quick takeaways
- Machine learning models can be simplified using relational data predictions with algorithms like linear regression and XGBoost.
- Implementing PostgresML in databases can solve real-time join problems, streamline data processing, and simplify model training.
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Simplifying Machine Learning Workflows
In practical AI applications at Instacart, complex machine learning models can often be simplified to tackling relational data predictions. Utilizing linear regression, XGBoost, and other algorithms on relational data with select functionalities like joins can yield accurate predictions without leaning heavily on deep learning methods.
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highlights
Listen to the best highlights from the podcasts you love and dive into the full episode