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Deep Learning For Coders—36 hours of lessons for free
fast.ai's practical deep learning MOOC for coders. Learn CNNs, RNNs, computer vision, NLP, recommendation systems, pytorch, time series, and much more
course  ai  data  learning  machinelearning  deeplearning  ml  machine-learning  deep-learning  courses 
september 2018 by otlib
Preserving Outputs Precisely while Adaptively Rescaling Targets | DeepMind
We show that applying a PopArt normalisation to the state-of-the art reinforcement learning agent results in a single agent that can play a whole set of 57 diverse Atari video games, with above-human median performance across the set.
dl  ml  learning  ai  hn 
september 2018 by otlib
Data mining with WEKA, Part 1: Introduction and regression
Data mining is the talk of the tech industry, as companies are generating millions of data points about their users and looking for a way to turn that information into increased revenue. Data mining is a collective term for dozens of techniques to glean information from data and turn it into something meaningful. This article will introduce you to open source data-mining software and some of the most common techniques to interpret data.
ibm  datamining  ml  machienlearning 
september 2018 by otlib
How to navigate the coming A.I. hypestorm | The Outline
Many machine learning studies don’t actually show anything meaningful, but they spread fear, uncertainty, and doubt.
ml  hype  critique  ai  machinelearning  IFTTT  Pocket  Tech  article  artificialintelligence  theoutline  Unread 
september 2017 by otlib
DeepLearning10: The 8x NVIDIA GTX 1080 Ti GPU Monster (Part 1)
We built an 8 GPU deep learning machine with 8x NVIDIA GTX 1080 Ti Founders Edition cards and break down what you need to know to do the same
ml  hardware  diy  cpu  gpu  nvidia  intel  machinelearning 
june 2017 by otlib
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