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3 weeks ago
Agnes Obel
pelemanov
added to a playlist
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2 months ago
(ML 14.6) Forward-Backward algorithm for HMMs
The Forward-Backward algorithm for a hidden Markov model (HMM). How the Forward algorithm and Backward algorithm work together. Discussion of appli...
mathematicalmonk • 4,107 views
pelemanov
commented:
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2 months ago
(ML 18.3) Stationary distributions, Irreducibility, and Aperiodicity
Definitions of the properties of Markov chains used in the Ergodic Theorem: time-homogeneous MC, stationary distribution of a MC, irreducible MC, a...
mathematicalmonk • 1,253 views
pelemanov
commented:
For those who struggle with the same issue, check out video 18.6 starting at 06:25. Very clear intuition there and even explaining the name :-).
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4 months ago
(ML 6.1) Maximum a posteriori (MAP) estimation
Definition of maximum a posteriori (MAP) estimates, and a discussion of pros/cons.
A playlist of these Machine Learning videos is available here:
...
mathematicalmonk • 1,685 views
pelemanov
commented:
Also like it, but often I find it helpful to get a simple, but concrete example. It can be very overwhelming, working only with abstract variables and functions, and in order not to drown in this abstractness, it's nice to relate things to the real world from time to time. But of course, this is ...
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4 months ago
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5 months ago
Lec 16 | MIT 18.06 Linear Algebra, Spring 2005
Lecture 16: Projection Matrices and Least Squares.
View the complete course at: http://ocw.mit.edu/18-06S05
License: Creative Commons BY-NC-SA
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MIT • 39,048 views
pelemanov
commented:
@dylanhoggyt I get that, but that doesn't answer my question. What I mean, is that around minute 14:00 he says that the error is vertical instead of orthogonal to the line. I thought we were trying to minimize the error by orthogonal projection. I'm probably mixing things up, but I don't see it.
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5 months ago
Lec 14 | MIT 18.06 Linear Algebra, Spring 2005
Lecture 14: Orthogonal Vectors and Subspaces.
View the complete course at: http://ocw.mit.edu/18-06S05
License: Creative Commons BY-NC-SA
More ...
MIT • 43,420 views
pelemanov
commented:
@j4ckjs Thanks for the reply. It's just a confusing definition and if you google a bit on orthogonality, you find many other definitions contradicting this one. I think he should have pointed it out more clearly, but at least now I will be cautious when it comes to this topic. I guess that's good...
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5 months ago
Lec 31 | MIT 18.06 Linear Algebra, Spring 2005
Lecture 31: Change of Basis; Image Compression.
View the complete course at: http://ocw.mit.edu/18-06S05
License: Creative Commons BY-NC-SA
Mor...
MIT • 24,530 views
pelemanov
commented:
This lecture really is too compressed. He should give some examples like he did in his previous lectures.
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5 months ago
Lec 28 | MIT 18.06 Linear Algebra, Spring 2005
Lecture 28: Similar Matrices and Jordan Form.
View the complete course at: http://ocw.mit.edu/18-06S05
License: Creative Commons BY-NC-SA
More ...
MIT • 26,834 views
pelemanov
commented:
@zkhandwala I think it has much to do with the topic. Explaining the Jordan form in depth would probably lead to far, so in this course he has to stay superficial.
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5 months ago
Lec 17 | MIT 18.06 Linear Algebra, Spring 2005
Lecture 17: Orthogonal Matrices and Gram-Schmidt.
View the complete course at: http://ocw.mit.edu/18-06S05
License: Creative Commons BY-NC-SA
M...
MIT • 38,562 views
pelemanov
commented:
Capitals for vectors are really confusing...
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6 months ago
Lec 7 | MIT 18.06 Linear Algebra, Spring 2005
Lecture 7: Solving Ax = 0: Pivot Variables, Special Solutions.
View the complete course at: http://ocw.mit.edu/18-06S05
License: Creative Common...
MIT • 61,731 views
pelemanov
commented:
@13Septem13 How do you play the video at double speed?
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6 months ago
Lecture - 39 Singular Value Decomposition
Lecture Series on Adaptive Signal Processing by Prof.M.Chakraborty, Department of E and ECE, IIT Kharagpur. For more details on NPTEL visit http://...
nptelhrd • 6,932 views
pelemanov
liked
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6 months ago
Kevin Richardson - Dangerous Companions - FULL - clip (1 of 4)
http://www.lionwhisperer.co.za
The series host is Kevin Richardson. Known as the Lion Whisperer, self taught animal behavioristwho has 12 years of ...
0EyeOfEagle0 • 109,788 views
pelemanov
liked
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7 months ago
Saybia - The day after tomorrow
This was for a school project.
Enjoy
Diekexx3 • 620,130 views
pelemanov
commented:
Knap gedaan inderdaad!
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9 months ago
That should be "infer", not "inference" the second time.