OML feature highlight: New OML Notebook templates for ML Regression

On this weekly Office Hours for Oracle Machine Learning on Autonomous Database, we introduced the latest Notebook templates for Machine Learning Regression problems. This was a follow-along Session, since the OML Notebook templates are available to any Autonomous Database tenancy, and you were able to run it while we demonstrated it.

We also did a Year in Review for OML Office Hours in 2021.

The Oracle Machine Learning product family supports data scientists, analysts, developers, and IT to achieve data science project goals faster while taking full advantage of the Oracle platform.

Transcript

1. OML feature highlight: New OML Notebook templates for ML Regression OML Office Hours Marcos Arancibia Senior Principal Product Manager, Machine Learning Supported by Mark Hornick and Sherry LaMonica Product Management, Oracle Machine Learning Move the Algorithms; Not the Data! Copyright © 2021, Oracle and/or its affiliates. This Session will be Recorded
2. • 2021 Year in Review • Upcoming Sessions • Follow-along OML Notebooks ML Regression demo • Q&A Topics for today Copyright © 2021, Oracle and/or its affiliates 2
3. • Of our grand total of 55 AskTOM OML Office Hours sessions to date, 36 were held in 2021 • Overall average attendance of 110 people (91 average attendance for 2021) • 10,700 views of the recordings in 2021 • Product launches in 2021 • OML4Py, OML AutoML UI and OML Services on Autonomous Database • OML4Py on DB 21c on premises • Four 90-minute Hands-on • Six feature highlights – specific info on OML • Five usage highlights - internal customers using OML • Five ML Concepts sessions AskTOM OML Office Hours in 2021 Copyright © 2020, Oracle and/or its affiliates | Confidential: Internal/Restricted/Highly Restricted 3
4. We will begin a Series of Follow-along reviews of the Example Template notebooks every week, with one subject per week. These will be Hands-on if you have access to any Autonomous Database, even the Always-Free one. • Classification - done • Regression • Clustering • Feature Extraction I – Dimensionality Reduction • Feature Extraction II - Explicit Semantic Analysis • Time Series Upcoming Sessions Copyright © 2021, Oracle and/or its affiliates 4
5. Upcoming Sessions Copyright © 2021, Oracle and/or its affiliates 5
6. OML feature highlight: New OML Notebook templates for ML Regression OML Office Hours Marcos Arancibia Senior Principal Product Manager, Machine Learning
7. There are 6 Regression Demos that are specific to certain algorithms
8. Two options to access the Template Examples Copyright © 2020, Oracle and/or its affiliates | Confidential: Internal/Restricted/Highly Restricted 8
9. Select one of the Examples to create your own notebook Copyright © 2020, Oracle and/or its affiliates | Confidential: Internal/Restricted/Highly Restricted 9 1. Type "regr" in the Search Filter 2. Click on the "Lip" around the Template or on the light grey area. Note: Do NOT click its name, since it opens it as read-only
10. Two options to access the Template Examples Copyright © 2020, Oracle and/or its affiliates | Confidential: Internal/Restricted/Highly Restricted 10 Click on "Create Notebook" Give it a name Click OK
11. The new notebook will show up in the notebooks listing. Copyright © 2020, Oracle and/or its affiliates | Confidential: Internal/Restricted/Highly Restricted 11
12. Q & A Copyright © 2021, Oracle and/or its affiliates 12
13. Copyright © 2021, Oracle and/or its affiliates. 13 Thank you