[ FreeCourseWeb.com ] Leveraging Cloud-Based Machine Learning on AWS: Real-World Applications



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MP4 | Video: AVC, 1280x720 30 fps | Audio: AAC, 48 KHz, 2 Ch | Duration: 1h 28m

Skill Level: Intermediate | Genre: eLearning | Language: English + Subtitles | Size: 155 MB



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 nstrate 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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