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Artificial Intelligence and Machine Learning Lecture Series - Data Requirements for Machine Learning

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JS
John Schattel, modified 3 Years ago.

Artificial Intelligence and Machine Learning Lecture Series - Data Requirements for Machine Learning

Youngling Posts: 559 Join Date: 11/21/11 Recent Posts

VLab Forum Members,

The first Roebber Lecture Series presentation will occur on Thursday, February 3rd at 11:00 – 12:00pm (Eastern Time). The presentation features a talk by Dr. Paul Roebber titled "Data Requirements for Machine Learning". We hope you can attend.

To participate in the lecture, please register for the webinar.

Abstract:

The National Weather Service (NWS) has a long history of leveraging available data in support of weather forecasting efforts. These efforts are ongoing and with the advent of more advanced techniques (e.g., machine learning), the NWS is in the process of determining where and how to apply them.

This series of four lectures is designed to provide some background on these techniques. No assumptions will be made regarding the statistical background of participants. The first lecture will cover: (1) understanding your data, with demonstrations of techniques for visualizing and measuring data characteristics; (2) examples of different machine learning techniques; (3) discussion of the data requirements for effective machine learning, using the above techniques.

Agenda:

You can find the agenda for the Forum at the following link:

Agenda

Add to Your Calendar:

To add this VLab Forum meeting to your calendar, please click on the following button.

For more information on the Roebber Lecture Series, please visit the following VLab page.

The Roebber Lectures

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JS
John Schattel, modified 3 Years ago.

RE: Artificial Intelligence and Machine Learning Lecture Series - Data Requirements for Machine Learning

Youngling Posts: 559 Join Date: 11/21/11 Recent Posts

VLab Forum Members,

The first Roebber Lecture Series presentation has been rescheduled from February 3rd at 11:00 AM – 12:00 PM (EST) to February 9th at 11:00 AM – 12:00 PM (EST). The presentation still features a talk by Dr. Paul Roebber titled "Data Requirements for Machine Learning". We hope you can attend.

To participate in the lecture, please register for the webinar (No need to sign up again if you signed up for the original date).

Abstract:

The National Weather Service (NWS) has a long history of leveraging available data in support of weather forecasting efforts. These efforts are ongoing and with the advent of more advanced techniques (e.g., machine learning), the NWS is in the process of determining where and how to apply them.

This series of four lectures is designed to provide some background on these techniques. No assumptions will be made regarding the statistical background of participants. The first lecture will cover: (1) understanding your data, with demonstrations of techniques for visualizing and measuring data characteristics; (2) examples of different machine learning techniques; (3) discussion of the data requirements for effective machine learning, using the above techniques.

Agenda:

You can find the agenda for the Forum at the following link:

Agenda

Add to Your Calendar:

To add this VLab Forum meeting to your calendar, please click on the following button.

For more information on the Roebber Lecture Series, please visit the following VLab page.

The Roebber Lectures

Unsubscribe/subscribe to VLab Forum announcements (You must be logged into the VLab)
RL
Robert LaPlante, modified 3 Years ago.

RE: Artificial Intelligence and Machine Learning Lecture Series - Data Requirements for Machine Learning

Youngling Posts: 1 Join Date: 9/25/12 Recent Posts
All,

Will the picture be recorded?

Bob

On Mon, Jan 31, 2022 at 9:13 PM John Schattel <VLab.Notifications@noaa.gov> wrote:

VLab Forum Members,

The first Roebber Lecture Series presentation has been rescheduled from February 3rd at 11:00 AM – 12:00 PM (EST) to February 9th at 11:00 AM – 12:00 PM (EST). The presentation still features a talk by Dr. Paul Roebber titled "Data Requirements for Machine Learning". We hope you can attend.

To participate in the lecture, please register for the webinar (No need to sign up again if you signed up for the original date).

Abstract:

The National Weather Service (NWS) has a long history of leveraging available data in support of weather forecasting efforts. These efforts are ongoing and with the advent of more advanced techniques (e.g., machine learning), the NWS is in the process of determining where and how to apply them.

This series of four lectures is designed to provide some background on these techniques. No assumptions will be made regarding the statistical background of participants. The first lecture will cover: (1) understanding your data, with demonstrations of techniques for visualizing and measuring data characteristics; (2) examples of different machine learning techniques; (3) discussion of the data requirements for effective machine learning, using the above techniques.

Agenda:

You can find the agenda for the Forum at the following link:

Agenda

Add to Your Calendar:

To add this VLab Forum meeting to your calendar, please click on the following button.

For more information on the Roebber Lecture Series, please visit the following VLab page.

The Roebber Lectures

Unsubscribe/subscribe to VLab Forum announcements (You must be logged into the VLab)

--
Posted By: John Schattel
Posted to Community: VLab Forum
Read Entire Thread: https://vlab.noaa.gov/web/vlab-forum/discussions-forums-/-/message_boards/view_message/20214938

JS
John Schattel, modified 3 Years ago.

RE: Artificial Intelligence and Machine Learning Lecture Series - Data Requirements for Machine Learning

Youngling Posts: 559 Join Date: 11/21/11 Recent Posts

Bob,

Yes, we plan to record each Roebber Lecture and make then available via YouTube.

JS
John Schattel, modified 3 Years ago.

RE: Artificial Intelligence and Machine Learning Lecture Series - Data Requirements for Machine Learning

Youngling Posts: 559 Join Date: 11/21/11 Recent Posts

VLab Forum Members,

Just a quick reminder that the first Roebber Lecture Series presentation is rescheduled for this Wednesday, February 9th at 11:00 AM – 12:00 PM (EST). The presentation features a talk by Dr. Paul Roebber titled "Data Requirements for Machine Learning". We hope you can attend.

To participate in the lecture, please register for the webinar 

Abstract:

The National Weather Service (NWS) has a long history of leveraging available data in support of weather forecasting efforts. These efforts are ongoing and with the advent of more advanced techniques (e.g., machine learning), the NWS is in the process of determining where and how to apply them.

This series of four lectures is designed to provide some background on these techniques. No assumptions will be made regarding the statistical background of participants. The first lecture will cover: (1) understanding your data, with demonstrations of techniques for visualizing and measuring data characteristics; (2) examples of different machine learning techniques; (3) discussion of the data requirements for effective machine learning, using the above techniques.

Agenda:

You can find the agenda for the Forum at the following link:

Agenda

Add to Your Calendar:

To add this VLab Forum meeting to your calendar, please click on the following button.

For more information on the Roebber Lecture Series, please visit the following VLab page.

The Roebber Lectures

Unsubscribe/subscribe to VLab Forum announcements (You must be logged into the VLab)
JS
John Schattel, modified 3 Years ago.

RE: Artificial Intelligence and Machine Learning Lecture Series - Data Requirements for Machine Learning

Youngling Posts: 559 Join Date: 11/21/11 Recent Posts

VLab Forum Attendees,

The slides for the today's Roebber Lecture Series talk, featuring a presentation by Dr. Paul Roebber titled "Data Requirements for Machine Learning" are now available using the following link:

Lecture Slides

Have you registered for the webinar? If not, sign up now.

 

 

JS
John Schattel, modified 3 Years ago.

RE: Artificial Intelligence and Machine Learning Lecture Series - Data Requirements for Machine Learning

Youngling Posts: 559 Join Date: 11/21/11 Recent Posts

VLab Forum Members,

For those of you who were unable to attend the February 9, 2022 Roebber Lecture, I have posted a recording of Dr. Roebber's presentation titled "Data Requirements for Machine Learning" to YouTube (see link below).

Roebber Lecture Recording