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Serverless Machine Learning: a beginner's guide by Bret McGowen and Yufeng Guo
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New to serverless or new to machine learning? We'll introduce both and show how serverless technology can make it even easier to use machine learning in your applications.
You will get an overview of machine learning today, how it's been typically done, and then we will dive into how to create a complete serverless machine learning pipeline, from training to prediction. No machine learning background needed!
Typically machine learning has been reserved for large datasets that take a long time to process, and require hefty backend systems. Serverless lets you stop worrying about managing those large datasets and infrastructure and instead on getting the most value out of your data.
# Bret McGowen
Bret earned a bachelor’s degree in computer science from Texas A&M University.
# Yufeng Guo
Yufeng is a Developer Advocate for the Google Cloud Platform, where he is trying to make machine learning more understandable and usable for all. He is enjoys hearing about new and interesting applications of machine learning, share your use case with him on Twitter @YufengG
You will get an overview of machine learning today, how it's been typically done, and then we will dive into how to create a complete serverless machine learning pipeline, from training to prediction. No machine learning background needed!
Typically machine learning has been reserved for large datasets that take a long time to process, and require hefty backend systems. Serverless lets you stop worrying about managing those large datasets and infrastructure and instead on getting the most value out of your data.
# Bret McGowen
Bret earned a bachelor’s degree in computer science from Texas A&M University.
# Yufeng Guo
Yufeng is a Developer Advocate for the Google Cloud Platform, where he is trying to make machine learning more understandable and usable for all. He is enjoys hearing about new and interesting applications of machine learning, share your use case with him on Twitter @YufengG