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
   

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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
   

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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
   

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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
   

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5. Upcoming Sessions
   Copyright © 2021, Oracle and/or its affiliates
   5
   

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6. OML feature highlight: New OML Notebook
   templates for ML Regression
   OML Office Hours
   Marcos Arancibia
   Senior Principal Product Manager, Machine Learning
   

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7. There are 6 Regression Demos that are specific to certain algorithms
   

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8. Two options to access the Template Examples
   Copyright © 2020, Oracle and/or its affiliates | Confidential: Internal/Restricted/Highly Restricted
   8
   

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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
   

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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
    

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11. The new notebook will show up in the notebooks listing.
    Copyright © 2020, Oracle and/or its affiliates | Confidential: Internal/Restricted/Highly Restricted
    11
    

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12. Q & A
    Copyright © 2021, Oracle and/or its affiliates
    12
    

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13. Copyright © 2021, Oracle and/or its affiliates.
    13
    Thank you
    

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