At Instacart, we take pride in offering a diverse range of machine learning (ML) products that empower every aspect of our marketplace, including customers, shoppers, retailers, and brands. Along with the growth of business and ML applications, we have encountered an increasing number of use cases that require distributed ML techniques to effectively scale our ML products.
To support the emerging requests, we have designed the distributed ML system with the following key design considerations:
Our team is currently working on a variety of ML applications that utilize the power of distributed computing to efficiently solve complex problems.
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