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The semiconductor industry, known for its intricate manufacturing processes, generates a vast amount of sensor data crucial for analytics and machine learning. However, due to legacy systems and complex data infrastructure, collecting this data in real-time and at scale can be a challenging task. This blog post explains some challenges faced by the semiconductor industry regarding data collection and how Amazon Web Services (AWS) is developing services, like Amazon Bedrock, to address them.
Data collection challenges