Wie strukturiert man eine Machine Learning-Lösung?
Author
Participating institute
Institut für Technik der Informationsverarbeitung (ITIV)
Zentrum für Mediales Lernen (ZML)
Fakultät für Elektrotechnik und Informationstechnik (ETIT)
Zentrale Einrichtungen (Zentrale Einrichtungen)
Genre
Description
- 00:00:00 Start
- 00:00:04 QUA³CK-Prozess
- 00:00:29 Standardprozesse KDD und CRISP-DM
- 00:00:48 Vergleich Standardprozesse zu QUA³CK
- 00:01:45 Question
- 00:02:15 Understanding the data
- 00:03:01 Das dreimal A
- 00:03:02 Algorithm selection and training
- 00:03:15 Data adaptation
- 00:03:29 Hyperparameter adjustment
- 00:04:16 Random search
- 00:04:39 Grid search
- 00:05:42 Conclude and compare
- 00:06:16 Knowledge transfer
Duration (hh:mm:ss)
00:07:35
Series
Angewandte Machine Learning Algorithmen (AMALEA)
Published on
19.10.2021
Subject area
License
| Resolution | 1280 x 720 Pixel |
| Aspect ratio | 16:9 |
| Audio bitrate | 123597 bps |
| Audio channels | 2 |
| Audio Codec | aac |
| Audio Sample Rate | 48000 Hz |
| Total Bitrate | 929278 bps |
| Color Space | yuv420p |
| Container | mov,mp4,m4a,3gp,3g2,mj2 |
| Media Type | video/mp4 |
| Duration | 455 s |
| Filename | DIVA-2021-417_hd.mp4 |
| File Size | 52.824.856 byte |
| Frame Rate | 25 |
| Video Bitrate | 799582 bps |
| Video Codec | h264 |
Media URL
Embed Code
Angewandte Machine Learning Algorithmen (AMALEA)
Episodes 1-24
of 24
