Advanced Machine Learning on Google Cloud
About this course
This 5-course specialization focuses on advanced machine learning topics using Google Cloud Platform where you will get hands-on experience optimizing, deploying, and scaling production ML models of various types in hands-on labs. This specialization picks up where “Machine Learning on GCP” left off and teaches you how to build scalable, accurate, and production-ready models for structured data, image data, time-series, and natural language text. It ends with a course on building recommendation systems. Topics introduced in earlier courses are referenced in later courses, so it is recommended that you take the courses in exactly this order.
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What you'll learn
- optimizing production machine learning models
- deploying models on Google Cloud Platform
- scaling machine learning applications
- handling structured, image, time-series, and text data
- building recommendation systems
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