Machine learning and artificial intelligence

Data Scientist Track

Google Cloud Platform Big Data and Machine Learning Fundamentals

Learn the basics of Google Cloud's big data and machine learning capabilities. Through this course, you’ll learn how to use Cloud SQL and Dataproc to migrate existing MySQL and Hadoop/Pig/Spark/Hive workloads to Google Cloud. You’ll gain practical knowledge of BigQuery and Datalab to carry out your own interactive data analysis, and you'll train a neural network using TensorFlow.

Machine Learning with TensorFlow on Google Cloud Platform

In this course you will experiment with end-to-end machine learning on Google Cloud, starting from building an ML-focused strategy and progressing into model training, optimization, and productionalization with hands-on labs.

Advanced Machine Learning with TensorFlow on Google Cloud Platform

This course picks up where Machine Learning with TensorFlow on Google Cloud Platform left off. It teaches you how to build scalable, accurate, and production-ready models for structured data, image data, time-series, and natural language text, and ends with building recommendation systems.

Hands-on practice

Resources

Look for the courses in the public classroom schedule or request a private session for your organization.

Explore Google Cloud documentation for AI and Machine Learning.