Unleashing the Power of Amazon Glue Crawler and Athena for Unsupervised ML
Date: Apr 24, 2025
Time: 9:00 AM – 12:30 PM (Registration starts at 8:30 AM)
Venue: AWS Training Room, 20/F, Tower 535, Jaffe Road 535 Causeway Bay, Hong Kong
In this workshop, we will explore the capabilities of Amazon Glue Crawler and Amazon Athena for unsupervised machine learning tasks. You'll learn how to perform tasks like anomaly detection, customer cohort analysis, and sales predictions without the need for server management.
• Introduction to Amazon Glue Crawler and Amazon Athena for Unsupervised ML (9:00 - 9:30)
• Understanding the Capabilities of Glue Crawler and Athena for ML Tasks (9:30 - 10:00)
• Hands-on Session: Using Glue Crawler and Athena for Unsupervised ML Algorithms (10:00 - 11:00)
• Case Studies and Success Stories of Using Glue Crawler and Athena for ML (11:00 - 11:30)
• Group Activity: Applying Unsupervised ML with Glue Crawler and Athena (11:30 - 12:00)
• Wrap-up and Conclusion (12:00 - 12:30)
• Data Analysts and Scientists interested in unsupervised ML techniques
• Developers and Engineers looking to streamline ML workflows with Glue Crawler and Athena
• Anyone keen on leveraging ML for efficient data analysis and processing
• Bring your own laptop [no laptop will be provided onsite]
• Basic knowledge of machine learning concepts
• Familiarity with Amazon Glue Crawler and Amazon Athena services
• Access to an AWS account with appropriate permissions