Dear LBL Cloud Users,
On Friday 1/29 from 8am-3pm, Science IT has made arrangements with the Lab’s AWS Team to host a Machine Learning Immersion Day for LBNL researchers, please see the agenda below:
Date: Friday, January 29
Time: 8:00am-3:00pm
Location: https://chime.aws/1747421123
- 8:00am – 9:00am PST: Introductions of AWS Team and ML Overview on AWS 40 min – AWS AI/ML Overview – Powerpoint 20 min – AWS Account Creation
- 9:00am – 10:00am PST: AI/ML Services Demos – Rekognition / Comprehend / Transcribe
- 10:00am – 11:00am PST: Tabular Data Lab – Topics Covered: Built-in Algorithms / Jupyter Notebooks / Gradient Boosted Trees / Spot Instance Training
- 11:00am – 11:30am PST: Lunch
- 11:30am – 1:00pm PST: Image Classification Lab – Topics Covered: Script Mode / Keras / CNN / Elastic Inference / Hyperparameter Optimization
- 1:00pm – 1:30pm PST: Amazon SageMaker GroundTruth Data Labeling
- 1:30pm – 2:30pm PST: Autoencoder Anomaly Detection – Topics Covered: Containers / Pipe Mode / Unsupervised Learning
- 2:30pm – 3:00pm PST: Question and Answers with Aaron Sengstacken
If you’re interested in joining the AWS Machine Learning Immersion Day, please fill out the reservation sheet (division & email: your email address will be used to create a temporary AWS account for the training).