In this advanced-level quest, you will learn how to harness serious Google Cloud computing power to run big data and machine learning jobs. The hands-on labs will give you use cases, and you will be tasked with implementing big data and machine learning practices utilized by Google’s very own Solutions Architecture team. From running Big Query analytics on tens of thousands of basketball games, to training TensorFlow image classifiers, you will quickly see why Google Cloud is the go-to platform for running big data and machine learning jobs.
Overview
Syllabus
- Google Cloud Solutions II: Data and Machine Learning
- Exploring NCAA Data with BigQuery
- Classify Images of Cats and Dogs using Transfer Learning
- Using OpenTSDB to Monitor Time-Series Data on Cloud Platform
- Scanning User-generated Content Using the Cloud Video Intelligence and Cloud Vision APIs
- Your Next Steps
- Course Badge