July 2020
Intermediate to advanced
852 pages
25h 44m
German
book
Praxiseinstieg Machine Learning mit Scikit-Learn, Keras und TensorFlow, 2nd Edition
by Aurélien Géron
Content preview from Praxiseinstieg Machine Learning mit Scikit-Learn, Keras und TensorFlow, 2nd EditionBecome an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
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.
KAPITEL 2
Ein Machine-Learning-Projekt von A bis Z
In diesem Kapitel werden Sie ein Beispielprojekt vom Anfang bis zum Ende durchleben. Wir nehmen dazu an, Sie seien ein frisch angeheuerter Data Scientist in einer Immobilienfirma.1 Dies sind die wichtigsten Schritte, die es zu bearbeiten gilt:
- Betrachte das Gesamtbild.
- Beschaffe die Daten.
- Erkunde und visualisiere die Daten, um daraus Erkenntnisse zu gewinnen.
- Bereite die Daten für Machine-Learning-Algorithmen vor.
- Wähle ein Modell aus und trainiere es.
- Verfeinere das Modell.
- Präsentiere die Lösung.
- Nimm das System in Betrieb, beobachte und warte es.
Der Umgang mit realen Daten
Wenn Sie Machine Learning gerade erst erlernen, experimentieren Sie am besten mit realen Daten, nicht mit künstlich ...
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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.