February 2022
Intermediate to advanced
432 pages
14h 47m
Polish
Content preview from TinyML
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.
Rozdział 18. Debugowanie
Na pewno spotkasz się z niejasnymi błędami podczas wdrażania modelu uczenia maszynowego na swoim produkcie, i to prawdopodobnie wcześniej niż później. W tym rozdziale omówimy kilka sposobów na zrozumienie tego, co może się dziać, gdy coś nie działa poprawnie.
Różnica w dokładności między treningiem a wdrożeniem
Podczas przenoszenia modelu uczenia maszynowego ze środowiska takiego jak TensorFlow do aplikacji zazwyczaj pojawia się wiele problemów. Nawet jeśli Twój model działa bez zgłaszania żadnych błędów, wciąż możesz nie osiągać oczekiwanej dokładności. To może być bardzo denerwujące, ponieważ proces wnioskowania sieci neuronowych jawi się niczym czarne pudełko, które nie pozwala zobaczyć, co dzieje się w środku i co ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.