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Published in Gousto Engineering & Data

·Mar 18

Using Deep Learning and Transformers to train Recipe Embeddings

How we used state-of-the-art Natural Language Processing to learn recipe embeddings! Authors: Sheng Chai, Alexander Marinov, DoYoung Kim At Gousto, we have very comprehensive dataset on recipes. Not only do we have raw data on ingredient list, nutritional information and cooking steps, we also have a lot of human labelled…

Machine Learning

9 min read

Teaching computers to learn what recipes are
Teaching computers to learn what recipes are

Published in Gousto Engineering & Data

·Mar 9

Ways of Working in a cross-functional data science team

It can be tricky to fit agile ways of working in a data science team — perhaps even harder when there’s a mix of data scientists and software engineers! In my previous blog post, I discussed tips and tricks in doing this in a purely data science team. Since then…

Agile

5 min read

Ways of Working in a cross-functional data science team
Ways of Working in a cross-functional data science team

Published in Gousto Engineering & Data

·Feb 22, 2021

Making Agile work in Data Science

Agile methodology is widely adopted in software engineering but its strict methods make it hard to apply to the field of data science. The uncertainty in data science means we need more creativity, flexibility and research. Yet, the benefits of agile methods make it attractive for any team to use…

Data Science

4 min read

Making Agile work in Data Science
Making Agile work in Data Science
DoYoung Kim

DoYoung Kim

Data scientist at Gousto https://www.linkedin.com/in/doyoung-kim1/

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