Leveraging Cloud-Based Machine Learning on AWS Real-World Applications
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Leveraging Cloud-Based Machine Learning on AWS: Real-World Applications
.MP4, AVC, 1280x720, 30 fps | English, AAC, 2 Ch | 1h 28m | 155 MB
Instructor: David Linthicum
The cost and efficiency of the cloud puts machine learning and artificial intelligence (AI) within the grasp of enterprises big and small. Help your organization tap into their power with Amazon Web Services. This course is a practical approach to leveraging AWS for AI-based applications across a variety of industries, including healthcare, finance, law enforcement, manufacturing, and education. Instructor David Linthicum introduces SageMaker, Amazon's AI platform, and presents a variety of use cases that demonstrate current best practices, tools, and techniques. He shows how to build and train machine learning models with SageMaker, and integrate them into real-world apps. David also dispels some concerns around AI, such as cost and security, by showcasing real AWS solutions.
Topics include:
AI basics
AI use cases
Building, training, and deploying apps with SageMaker
Creating test data and training your SageMaker model
AI application walk-through
AI costs
AI security
AI governance
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