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cover title author isbn 0192821962
isbn13 9780192821966
asin 0192821962
num pages
272
pp
avg rating 4.06
num ratings 82
date pub 1987
date pub edition Jan 01, 1988
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Oct 16, 2024
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cover title author isbn 1439824142
isbn13 9781439824146
asin 1439824142
num pages
305
pp
avg rating 4.00
num ratings 25
date pub Oct 25, 2011
date pub edition Oct 25, 2011
Rohin's rating
really liked it
my rating review
I think this book might very well have saved me from failing my statistical machine learning course! They introduce all the mathematical concepts you
I think this book might very well have saved me from failing my statistical machine learning course! They introduce all the mathematical concepts you need (results from linear algebra, vector calculus, and the properties of multivariate Gaussians) as the need arises, which makes it far far easier to remember/internalise the relevant mathematics. Additionally there are beautiful explanations of Gaussian Processes and famous sampling algorithms like Metropolis-Hastings. The only downside is that the authors claim that there is python code available for the whole book on their website, but when I went there to take a look, all I saw was yucky R and Matlab code. Still, a very good resource for statistical ML, particularly the Bayesian approach, and for the mathematics and ML concepts needed to dive into deep learning.
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cover title author isbn 0521518148
isbn13 9780521518147
asin 0521518148
num pages
735
pp
avg rating 4.10
num ratings 192
date pub Jan 31, 2012
date pub edition Mar 12, 2012
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Oct 12, 2024
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cover title author isbn
isbn13
asin B007HURAUY
num pages
274
pp
avg rating 0.00
num ratings 0
date pub unknown
date pub edition Jan 01, 1963
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cover title author isbn
isbn13
asin B0DN8L6NTH
num pages unknown
avg rating 4.56
num ratings 50
date pub unknown
date pub edition unknown
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cover title author isbn 0201508672
isbn13 9780201508673
asin 0201508672
num pages
502
pp
avg rating 4.50
num ratings 12
date pub unknown
date pub edition Jan 01, 1990
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Sep 15, 2024
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cover title author isbn 0882752391
isbn13 9780882752396
asin 0882752391
num pages
347
pp
avg rating 0.00
num ratings 0
date pub Jun 1975
date pub edition Jan 01, 1975
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Sep 10, 2024
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cover title author isbn 0977985202
isbn13 9780977985203
asin 0977985202
num pages
248
pp
avg rating 4.78
num ratings 27
date pub Sep 01, 2006
date pub edition Sep 01, 2006
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Aug 30, 2024
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cover title author isbn 1440153485
isbn13 9781440153488
asin 1440153485
num pages
408
pp
avg rating 5.00
num ratings 3
date pub Aug 27, 2010
date pub edition Aug 27, 2010
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Aug 26, 2024
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cover title author isbn 0871502151
isbn13 9780871502155
asin 0871502151
num pages
214
pp
avg rating 5.00
num ratings 1
date pub Jun 01, 1976
date pub edition Jan 01, 1976
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Aug 25, 2024
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cover title author isbn 0486484521
isbn13 9780486484525
asin 0486484521
num pages
1,008
pp
avg rating 3.90
num ratings 31
date pub 1976
date pub edition Feb 15, 2012
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2
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cover title author isbn 0521245133
isbn13 9780521245135
asin 0521245133
num pages
304
pp
avg rating 3.83
num ratings 18
date pub Mar 10, 1983
date pub edition Apr 29, 1983
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Aug 25, 2024
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cover title author isbn 0883850362
isbn13 9780883850367
asin 0883850362
num pages
414
pp
avg rating 4.67
num ratings 9
date pub Aug 01, 2004
date pub edition Mar 10, 2005
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Aug 24, 2024
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cover title author isbn 0387255303
isbn13 9780387255309
asin 0387255303
num pages
240
pp
avg rating 4.18
num ratings 55
date pub Aug 09, 2005
date pub edition Aug 09, 2005
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Aug 23, 2024
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cover title author isbn 0387984232
isbn13 9780387984230
asin B00EZ0RGE4
num pages
349
pp
avg rating 4.00
num ratings 3
date pub Jun 10, 1999
date pub edition Jun 10, 1999
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cover title author isbn 1441930663
isbn13 9781441930668
asin 1441930663
num pages
268
pp
avg rating 4.58
num ratings 19
date pub Dec 03, 2010
date pub edition Dec 03, 2010
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cover title author isbn 0486428869
isbn13 9780486428864
asin 0486428869
num pages
144
pp
avg rating 4.27
num ratings 26
date pub Mar 02, 1979
date pub edition Jul 22, 2003
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Aug 22, 2024
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cover title author isbn 038798464X
isbn13 9780387984643
asin 038798464X
num pages
307
pp
avg rating 4.33
num ratings 15
date pub Oct 01, 1998
date pub edition Oct 01, 1998
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cover title author isbn 3540602976
isbn13 9783540602972
asin 3540602976
num pages
264
pp
avg rating 4.00
num ratings 3
date pub Dec 14, 1995
date pub edition Dec 14, 1995
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cover title author isbn 1118290275
isbn13 9781118290279
asin 1118290275
num pages
768
pp
avg rating 4.19
num ratings 159
date pub Nov 27, 2012
date pub edition Mar 18, 2013
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