Cloud technology on its own only provides a fraction of the true value to a business; When combined with data–lots and lots of it–it has the power to truly unlock value and create new experiences for customers. In this course, you'll learn what data is, historical ways companies have used it to make decisions, and why it is so critical for machine learning. This course also introduces learners to technical concepts such as structured and unstructured data. database, data warehouse, and data lakes. It then covers the most common and fastest growing Google Cloud products around data.
Overview
Syllabus
- Introduction
- Course Introduction
- Student Slides
- The Value of Data
- Introduction
- The role of data in digital transformation
- Leveraging data in your organization
- Understanding data types
- Important data considerations
- Module 1: Quiz
- Module 1: Quiz Answers
- Data Consolidation and Analytics
- Introduction
- Migrating your data to the cloud
- Cloud databases
- Cloud data warehouses
- Cloud data lakes
- Business intelligence solutions
- Module 2: Quiz
- Module 2: Quiz
- Innovation with Machine Learning
- Introduction
- What is machine learning?
- Data Quality
- AI and ML with Google Cloud
- Real-world use cases for ML
- Module 3: Quiz
- Module 3: Quiz Answers
- Summary
- Summary
- What's next?
- Your Next Steps
- Course Badge
