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 machine learning models
- deploying models in production
- scaling machine learning applications
- building models for structured data and natural language text
- developing recommendation systems
Course objectives
- provide hands-on experience with machine learning on Google Cloud Platform
- teach advanced techniques for various types of data
- prepare learners to build production-ready models
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