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2. Cyber Network Data Processing; AI Data Architecture
Рет қаралды 43,485
4 жыл бұрынMIT RES.LL-005 Mathematics of Big Data and Machine Learning, IAP 2020
Instructor: Jeremy Kepner, Vijay Gadepally
View the complete course: ocw.mit.edu/RES-LL-005IAP20
KZfaq Playlist: • MIT RES.LL-005 Mathema...
This lecture started with anomaly detection and data conditioning in machine learning and later continued to explore the AI data architecture in data processing.
License: Creative Commons BY-NC-SA
More information at ocw.mit.edu/terms
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@douglashurd4356 3 жыл бұрын
I didn't know that there was anyone else who was so excited about naming files and folders. I no longer feel alone in the universe!
@zhinan888 2 жыл бұрын
beautiful stuff. very enjoyable.
@muhsinkhalif3621 10 ай бұрын
Wonderful lecture. Thanks for making it available on youtube
@raulsantana3846 2 жыл бұрын
Excellent discussion
@archibaldgoldking 2 жыл бұрын
its something new , what happens here , i like it very much, because i know mathematics , and like computer sciences
@swavekbu4959 2 жыл бұрын
35:03 - this pipeline represented is just like many terms in computer science, glorified terminology for concepts that have existed forever in stats and math and data analysis. Raw, parse, ingest, query, analyze . . . in other words, just getting your data file together and knowing what you're analyzing, that's pretty much it. No need for a "pipeline" term or fancy words to describe a process that has existed forever. "Ingest" data? OMG.
@lazywarrior 3 жыл бұрын
@21:51 Just curious how the "no attack" cases are tagged in this study. Is it the traffic data downloaded from that JP site? If so, then this is just the detection prob of the fake traffic that you inserted, right? You may also insert some normal traffic using that app, but then there's no point in using that JP data. I am confused here.
@kanatoko6044 2 жыл бұрын
I had the same question as you. I think that probably all data retrieved from Japan is labeled as "no attack". I am wondering if this does not include port scanning and DDoS.
@emenikeanigbogu9368 4 жыл бұрын
LETS GOOOOOO
@pnemonic 2 жыл бұрын
I am surprised that at #50:55 they don't use MM/DD/YYYY and MM-DD-YYYY naming format
@mitocw 2 жыл бұрын
The advantage of doing YYYY/MM/DD or YYYY-MM-DD is that when it is sorted alphabetically, it is also sorted chronologically. 🌈🌟
@pnemonic 2 жыл бұрын
@@mitocw Naturally. However, I was implying a satiric comment about US date formats.
@psy-chopps 2 жыл бұрын
500 points
@josephbsmalljr9268 3 жыл бұрын
Please fix the audio and repost. Background music(?) is too loud relative to speakers' voices.
Jason Derulo
Рет қаралды 128 МЛН
The Royal Institution
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