Re:6.S094: Deep Learning for Self-Driving Cars
by hackernewsacct on Tuesday January 10, 2017 @01:35PM
(#13367520)
Based on Amazon reviews recommending this book to a beginner is like recommending rudin to a high school junior that wants to learn calculus for the first time. Is there a better book?
Re:6.S094: Deep Learning for Self-Driving Cars
by smalley on Tuesday January 10, 2017 @01:58PM
(#13367767)
Introduction to Statistical Learning? It's free and has an available MOOC
http://www-bcf.usc.edu/~gareth/ISL/
Re:6.S094: Deep Learning for Self-Driving Cars
by hackernewsacct on Tuesday January 10, 2017 @02:04PM
(#13367838)
Thanks for the link.
https://www.amazon.com/Elements-Statistical-Learning-Predict...
vs
https://www.amazon.com/Introduction-Statistical-Learning-App...
The former seems to assume prior knowledge and the latter seems more beginner friendly, except it uses R (in case anyone wants the distinction).
Re:6.S094: Deep Learning for Self-Driving Cars
by gubbe on Tuesday January 10, 2017 @02:24PM
(#13368038)
These books assume some degree of Linear Algebra, ESL is definitely not for a entry level.
I would like to add www.codingthe matrix.com for any developers, which has a MOOC as well (Coursera), as a complement to Strang.
Re:6.S094: Deep Learning for Self-Driving Cars
by disgruntledphd2 on Wednesday January 11, 2017 @02:08AM
(#13372320)
R is well worth learning if you're going to be doing any serious work with data. It's a weird-ass language, but it does data analysis/graphing/modelling really, really well.
Re:6.S094: Deep Learning for Self-Driving Cars
by rmonroe on Tuesday January 10, 2017 @02:14PM
(#13367937)
I support this statement. Not a book for beginners, IMO
Re:6.S094: Deep Learning for Self-Driving Cars
by windsignaling on Tuesday January 10, 2017 @03:47PM
(#13368823)
This is in no way appropriate for someone who is asking for math basics.
A lot of the material in this book makes much more sense having had experience coding machine learning algorithms.
http://statweb.stanford.edu/~tibs/ElemStatLearn/download.htm...