This introductory video on the Smart Programming, Analytics & Computing Environment (SPACE) describes the high level benefits of a programming environment for clinical programmers and data scientists, showcases the SPACE environment, and demos how two programmers and their manager can upload, review, and manage clinical code in the computing environment.
This demo also showcases SPACE’s AutoML capabilities – where a data scientist unfamiliar with machine learning principles uses AutoML to generate a supervised learning model.
Timestamps:
- 0:00 PACE Introduction and Benefits
- 2:18 IDEs in SPACE
- 4:25 Visual Studio Code Example
- 7:02 Reviewing our Python Script & Output in SPACE
- 10:00 Remote Desktop Editor (Spyder) Example
- 12:35 Reviewing our updated script in SPACE
- 13:38 Universal File Search
- 14:42 Auto ML
- 15:36 Creating an Experiment in AutoML
- 19:59 Using our Supervised Model to make Predictions
- 22:52 Repository & User Space
- 25:05 Version Control in SPACE
- 27:39 Quality Checks & Validation
- 31:06 Job Management
- 32:27 Administrator Tasks & Workflow in SPACE
- 36:19 SPACE Dashboard
