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.
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