AWS IoT Application Development Course (Beginner to Advanced, 2025 Edition)
Predictive Analytics with Amazon SageMaker
Compact tutorial demonstrating core SageMaker capabilities for predictive analytics workflows — data → training → deployment — useful for IoT predictive use cases.
Duration: 60 Minutes
Channel: Amazon Web Services
Course Playlist
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Project 1: Secure IoT Device Fleet with IoT Core & Device Shadows6 Minutes -
Project 2: Edge Processing with Greengrass & Lambda@Edge6 Minutes -
Project 3: Real-Time Analytics & Predictive AI using Kinesis/Kafka12 Minutes -
Project 4: IoT Smart Home App Development with Serverless & Messaging15 Minutes