Learn what deep learning is, what neural networks are, and how they can be used to analyze the large amount of data that IoT sensors gather. Then, learn how to develop cognitive IoT solutions for anomaly detection using deep learning frameworks.
- Tutorial
Introducing deep learning and long-short term memory networks
Learn what deep learning is, what neural networks are, and how they can be used to analyze the large amount of data that IoT sensors gather.
- Tutorial
Generating data for anomaly detection
Learn to use Node-RED to create a test data simulator.
- Tutorial
Archived | Using Deeplearning4j for anomaly detection
Explore a deep learning solution using Deeplearning4j and how it is used to analyze the large amount of data that IoT sensors gather.
- Tutorial
Archived | Using Apache SystemML for anomaly detection
Explore a deep learning solution using Apache SystemML and how it is used to analyze the large amount of data that IoT sensors gather.
- Tutorial
Using Keras and TensorFlow for anomaly detection
Explore a deep learning solution using Keras and TensorFlow and how it is used to analyze the large amount of data that IoT sensors gather.