Complexity Explorer Santa Fe Institute

Fundamentals of Machine Learning

Lead instructor: Brendan Tracey & Artemy Kolchinsky

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When you are finished, clicking the "Score" button at the bottom of the test will show you the correct responses.

Question 1: Select true or false for all of the following developments which first led to the growth of deep learning in the early 2010s:
(a): Appearance of the first machine learning competitions
Answer 1: A. True
Answer 2: B. False
(b): Neural networks with more connections per neuron
Answer 1: A. True
Answer 2: B. False
(c): Neural networks with more layers
Answer 1: A. True
Answer 2: B. False
(d): Neural networks with more structured connectivity patterns
Answer 1: A. True
Answer 2: B. False
(e): The appearance of book about neural networks by Minsky & Papert
Answer 1: A. True
Answer 2: B. False
(f): Growing prevalence of large training datasets
Answer 1: A. True
Answer 2: B. False
(g): Increasingly fast hardware, especially graphics cards (GPUs)
Answer 1: A. True
Answer 2: B. False
(h): Increased investment from government research funding bodies
Answer 1: A. True
Answer 2: B. False