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
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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.
Die TF-Agents-Bibliothek
Die TF-Agents-Bibliothek (https://gibthub.com/tensorflow/agents) ist eine Bibliothek zum Reinforcement Learning, die auf TensorFlow basiert, bei Google entwickelt und 2018 als Open Source veröffentlicht wurde. Wie OpenAI Gym stellt sie viele fertige Umgebungen bereit (unter anderem Wrapper für alle OpenAI-Gym-Umgebungen), zudem unterstützt sie die PyBullet-Bibliothek (zur 3-D-Physik-Simulation), die DM-Control-Bibliothek von DeepMind (basierend auf der Physik-Engine von MuJoCo) und die ML-Agents-Bibliothek von Unity (die viele 3-D-Umgebungen simuliert). Außerdem implementiert sie viele RL-Algorithmen, unter anderem REINFORCE, DQN und DDQN, sowie verschiedene RL-Komponenten wie effiziente Replay Buffer und Metriken.
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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.