Introduction
Learn about Google Cloud big data capabilities. This one-day instructor-led course introduces participants to the big data capabilities of Google Cloud Platform. Through a combination of presentations and demos, you will get an overview of the Google Cloud Platform and a detailed view of the data processing and machine learning capabilities. This course showcases the ease, flexibility, and power of big data solutions on Google Cloud Platform.
Program Objectives
This program aims to:
- Understand what is Google Cloud Platform and its capabilities
- Gives an idea on how to compute and store data on Google Cloud Platform
- Learn to conduct data analytics on Google Cloud
- Develop a basic setup of Google Cloud Platform for businesses
Learning Outcomes
After completing this training, participants shall be able to:
- Purpose and value of the key Big Data and Machine Learning products in the Google Cloud Platform
- Use Cloud SQL and Cloud Dataproc to migrate existing MySQL and Hadoop/Pig/Spark/Hive workloads to Google Cloud Platform
- Employ BigQuery and Cloud Datalab to carry out interactive data analysis
- Train and use a neural network using TensorFlow
- Employ ML APIs
- Choose between different data processing products on the Google Cloud Platform