Course Description
The big data industry is getting bigger, and GCP has several management tools designed for common use cases. In this course, you'll be introduced to common concepts and use cases, including analytics tools and operations.
Learning Objectives
Further Analysis Concepts
- start the course
- recognize the process for importing data into Cloud SQL
Hadoop and GCP
- work with Apache Hadoop and GCP to manage Hadoop clusters
- work with the cloud service to run Apache Spark clusters
- use SparkML for machine learning
Analysis at Scale
- recognize best practices in big data analysis
- recall concepts related to the use of GCP Cloud Data Lab
- describe BigQuery and its benefits in GCP
- identify datasets with machine learning in GCP
- recognize machine learning concepts with TensorFlow operations
Practice: Analysis and Machine Learning
- use various machine learning operations to enhance data analysis in common use cases