AWS, Data Preparation and K-nearest Neighbors

Build a multimodal social media content generator using Amazon Bedrock

AWS Machine Learning Blog

SEPTEMBER 25, 2024

Solution overview In this solution, we start with data preparation, where the raw datasets can be stored in an Amazon Simple Storage Service (Amazon S3) bucket. We provide a Jupyter notebook to preprocess the raw data and use the Amazon Titan Multimodal Embeddings model to convert the image and text into embedding vectors.

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AWS K-nearest Neighbors ML ML

Understanding and Building Machine Learning Models

Pickl AI

NOVEMBER 18, 2024

Key steps involve problem definition, data preparation, and algorithm selection. Data quality significantly impacts model performance. K-Nearest Neighbors), while others can handle large datasets efficiently (e.g., Key Takeaways Machine Learning Models are vital for modern technology applications.

Machine Learning

Machine Learning Machine Learning Decision Trees Algorithm

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Build a multimodal social media content generator using Amazon Bedrock

Understanding and Building Machine Learning Models

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