map and classify products in aws

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i want to train a model that automatically map and classify products from different data sources into one category, for example:

big red apples with free shipping at $5 -> fuits

1 pound onions at $10 -> veggies

big orange -> fuits

2 bananas at $99 -> fuits

this is an example, i will use medical supplies that are not easy to infer

what aws service could help me to do this?

ignacio
asked 4 days ago65 views
1 Answer
0
Accepted Answer

Data Preparation: First, ensure that your data is properly prepared and labeled for training. This might involve collecting product descriptions and their corresponding categories.

Use Amazon SageMaker for Model Training: Amazon SageMaker is a fully managed service that provides every developer and data scientist with the ability to build, train, and deploy machine learning models quickly.

Example:

  1. Data Labeling: Use SageMaker Ground Truth to label data.
  2. Model Training: Train the model using SageMaker.
  3. Model Deployment: Deploy the model using SageMaker.
  4. Inference: Use the deployed model to classify products.

https://aws.amazon.com/sagemaker/

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EXPERT
answered 4 days ago
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EXPERT
reviewed 4 days ago
  • thank you. Is it possible to use SageMaker Ground Truth and then SageMaker Canvas to train and deploy a model using the labeled data?