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Technical Program Manager Machine Learning Interview Questions

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Machine Learning Engineer Data Scientist Technical Program Manager Product Manager Software Engineer

Asked at Meta (Facebook) • 10 months ago
Design a fake news detection system.
Technical Program Manager
Machine Learning
+3 more
1 answer I was asked this
" Functional Requirements Content Ingestion\: Ingest news articles from various sources (websites, social media, etc.). Handle different types of content (text, images, videos). Content Analysis\: Extract and preprocess text from articles. Analyze the content for potential indicators of fake news. Model Training and Prediction\: Use machine learning models to classify content as fake or real. Continuously improve models with new data and f"
Scott S. - " Functional Requirements Content Ingestion\: Ingest news articles from various sources (websites, social media, etc.). Handle different types of content (text, images, videos). Content Analysis\: Extract and preprocess text from articles. Analyze the content for potential indicators of fake news. Model Training and Prediction\: Use machine learning models to classify content as fake or real. Continuously improve models with new data and f"See full answer
Technical Program Manager
Machine Learning
+3 more
Asked at Amazon • 3 years ago
Design an app where customer listening history is collected after they have listened to a song for more than 30 seconds for analytics use.
Technical Program Manager
Machine Learning
+1 more
1 answer I was asked this
"I gave multiple answers including polling the service every 10 sec to see customer. Or we can have the client side call which will send this data after 10 sec to us. We will store in dynamo DB and then send through pipelines to redshift DB for analytics."
Deepti K. - "I gave multiple answers including polling the service every 10 sec to see customer. Or we can have the client side call which will send this data after 10 sec to us. We will store in dynamo DB and then send through pipelines to redshift DB for analytics."See full answer
Technical Program Manager
Machine Learning
+1 more