Learn how to produce actionable results and solve business problems with AWS's suite of AI/ML & IoT services. If you're looking to enhance your product offering, improve business efficiency or anticipate customer behavior, services like Amazon SageMaker & Amazon Rekognition can accelerate your path to production level solutions. Join us for a hands-on technical workshop on Amazon SageMaker and the associated tools and services enabling solutions such as predictive quality, predictive maintenance, workforce automation & supply chain optimization.
“Art of the Possible” in elevating your business with AI/ML & IoT: We’ll explore use cases on how industries are innovating with Forecasting & Prediction, Anomaly & Pattern Detection, and Machine Vision solutions powered by AWS.
Forecasting & Prediction
Solutions that involve making estimates about the unknown or the future. Use cases include estimating future customer behavior, predictive maintenance for industrial equipment, and predicting future conditions to streamline inventory in logistics and supply companies.
Anomaly & Pattern Detection
Solutions which need to identify clusters of commonality or normal/anomalous distinctions. Use cases include finding distinct customer segments & similar products in a catalog, or detecting in IoT data when conditions have had a departure from normal operating conditions.
Solutions which rely on images or video data. Use cases include identifying and/or tracking objects in video/imagery, detecting changes over time and facial recognition.
Machine Learning Hands-On Lab: Join AWS and Premier Consulting Partner Onica for a hands-on technical workshop on Amazon SageMaker. We'll provide logins to Lab Accounts and walk you through the following activities:
- Open a Jupyter cloud notebook
- Intro to K-means clustering algorithm - an unsupervised learning model
- Reinforcement Learning
- Deep dive into a real world use case with real data from a petrochemical company using AI/ML & IoT for route optimization
NOTE: This is a hands-on workshop, so please bring your laptop to participate in the lab exercises.