Machine Learning with Large Datasets 10-605 in Spring 2012

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William Cohen (CMU)

11/26/14

-- William W. Cohen wco...@cs.cmu.edu http://www.wcohen.com Professor, Machine Learning Dept Carnegie

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-- William W. Cohen wco...@cs.cmu.edu http://www.wcohen.com Professor, Machine Learning Dept Carnegie

11/26/14

12/21/12

Apologies for a previous unsolicited email: potential spam/virus

Please note that you may have received an email from this account that was illegitimate. My email

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Apologies for a previous unsolicited email: potential spam/virus

Please note that you may have received an email from this account that was illegitimate. My email

12/21/12

10/30/12

Java/J2EE Developer / Architect with hands on experience of Hadoop / Architect####### Denver, CO / Multiple

Hi There, Just wondering, if you can help me out on this position by applying, if you've skills

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Java/J2EE Developer / Architect with hands on experience of Hadoop / Architect####### Denver, CO / Multiple

Hi There, Just wondering, if you can help me out on this position by applying, if you've skills

10/30/12

William Cohen (CMU)

5/18/12

final grades and project writeups

The final grades for everyone are in. I also put a grade in blackbook for your project writeup - but

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final grades and project writeups

The final grades for everyone are in. I also put a grade in blackbook for your project writeup - but

5/18/12

Ni Lao, Alona Fyshe2

5/11/12

reminder of final write up deadline

Hi Everyone, One student has reported having trouble with blackboard. Still, it appears that many of

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reminder of final write up deadline

Hi Everyone, One student has reported having trouble with blackboard. Still, it appears that many of

5/11/12

Phil Brown, … William Cohen (CMU)4

5/8/12

Is there a final exam?

We'd be forced to say "everyone's a Canadian" :-) There is no final, just the

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Is there a final exam?

We'd be forced to say "everyone's a Canadian" :-) There is no final, just the

5/8/12

Ni Lao, … Ni Lao3

5/3/12

Just to clarify

Thanks! Ni On Thu, May 3, 2012 at 11:52 AM, Ben Eckart <ben.e...@gmail.com> wrote: > Ni,

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Just to clarify

Thanks! Ni On Thu, May 3, 2012 at 11:52 AM, Ben Eckart <ben.e...@gmail.com> wrote: > Ni,

5/3/12

William Cohen (CMU)

5/2/12

Fwd: Important:: Faculty Course Evaluations Reminder

I didn't remind people but the feedback from the FCEs are often very helpful - especially for a

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Fwd: Important:: Faculty Course Evaluations Reminder

I didn't remind people but the feedback from the FCEs are often very helpful - especially for a

5/2/12

William Cohen (CMU), Tianle Huang3

5/1/12

Extension for final project write up

Someone noted that May 11 is Friday, not Wed. To clarify the deadline is Friday noon on May 11. On

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Extension for final project write up

Someone noted that May 11 is Friday, not Wed. To clarify the deadline is Friday noon on May 11. On

5/1/12

5/1/12

Presentation slides

Hi everyone Just a reminder that you should send your presentation slides to Ni (nl...@cs.cmu.edu) by

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Presentation slides

Hi everyone Just a reminder that you should send your presentation slides to Ni (nl...@cs.cmu.edu) by

5/1/12

Ni Lao, … Malcolm Greaves4

4/28/12

Schedule of Presentations

right. if your presentation is on Thursday, you can send me your slides before noon on that day.

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Schedule of Presentations

right. if your presentation is on Thursday, you can send me your slides before noon on that day.

4/28/12

William Cohen (CMU)

4/18/12

Fwd: LDC holdings at CMU

FYI - more information on large datasets ---------- Forwarded message ---------- From: Alex Rudnicky

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Fwd: LDC holdings at CMU

FYI - more information on large datasets ---------- Forwarded message ---------- From: Alex Rudnicky

4/18/12

4/15/12

No office hours for me April 18, 25

Hi everyone I'm out of town for the next two Wednesdays. On the off chance anyone was planning to

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No office hours for me April 18, 25

Hi everyone I'm out of town for the next two Wednesdays. On the off chance anyone was planning to

4/15/12

William Cohen (CMU)

4/12/12

Fwd: [BioNLP] ECML PKDD 2012 Discovery Challenge: 3rd Challenge on Large Scale Hierarchical Text Classification

of possible interest .... -W ---------- Forwarded message ---------- From: Grigorios Tsoumakas <

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Fwd: [BioNLP] ECML PKDD 2012 Discovery Challenge: 3rd Challenge on Large Scale Hierarchical Text Classification

of possible interest .... -W ---------- Forwarded message ---------- From: Grigorios Tsoumakas <

4/12/12

4/6/12

Some of the visualizations look quite good, such as the one attached. Cheers, Ni

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Some of the visualizations look quite good, such as the one attached. Cheers, Ni

4/6/12

William Cohen (CMU), … Debadeepta Dey9

4/4/12

final project - comments and questions

Hi William, I am auditing the course. I have no problems with my AWS credits being reallocated to

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final project - comments and questions

Hi William, I am auditing the course. I have no problems with my AWS credits being reallocated to

4/4/12

Alona Fyshe, 刁轶夫(Yifu Diao)6

3/30/12

Hadoop HW Marks

Oh, I saw it.Thanks 在 2012年3月30日上午7:59，Alona Fyshe <amf...@gmail.com>写道： Can you check your

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Hadoop HW Marks

Oh, I saw it.Thanks 在 2012年3月30日上午7:59，Alona Fyshe <amf...@gmail.com>写道： Can you check your

3/30/12

Malcolm Greaves, Elmer Garduno3

3/29/12

Setting Node Size in Gephi

Thanks Elmer! On Thu, Mar 29, 2012 at 9:09 AM, Elmer Garduno <gar...@gmail.com> wrote: You can

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Setting Node Size in Gephi

Thanks Elmer! On Thu, Mar 29, 2012 at 9:09 AM, Elmer Garduno <gar...@gmail.com> wrote: You can

3/29/12

Ni Lao, Mahesh Joshi2

3/29/12

SGD hw is graded

Hi Ni, is there a good explanation for the decrease in likelihood over iterations that I know some of

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SGD hw is graded

Hi Ni, is there a good explanation for the decrease in likelihood over iterations that I know some of

3/29/12

Malcolm Greaves, ben.eckart3

3/28/12

HW6 : lowest conductance subgraph

thanks! On Wed, Mar 28, 2012 at 6:56 PM, ben.eckart <ben.e...@gmail.com> wrote: From what I

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HW6 : lowest conductance subgraph

thanks! On Wed, Mar 28, 2012 at 6:56 PM, ben.eckart <ben.e...@gmail.com> wrote: From what I

3/28/12

Malcolm Greaves, … Yilun Cui5

3/28/12

HW6 Getting Sort to recognize scientific notation

Or the -g flag....... On Mar 28, 2012 11:16 AM, "Yilun Cui" <yilu...@gmail.com>

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HW6 Getting Sort to recognize scientific notation

Or the -g flag....... On Mar 28, 2012 11:16 AM, "Yilun Cui" <yilu...@gmail.com>

3/28/12

Malcolm Greaves, Ni Lao3

3/27/12

HW6 Input Data for Sweep Operation

So my in-memory approach is on-track and acceptable. Thanks. On Tue, Mar 27, 2012 at 10:46 PM, Ni Lao

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HW6 Input Data for Sweep Operation

So my in-memory approach is on-track and acceptable. Thanks. On Tue, Mar 27, 2012 at 10:46 PM, Ni Lao

3/27/12

Ni Lao, Kai Xia3

3/27/12

visualization for the large graph

right On Tue, Mar 27, 2012 at 10:35 PM, Kai Xia <kx...@cmu.edu> wrote: > By "make demo

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visualization for the large graph

right On Tue, Mar 27, 2012 at 10:35 PM, Kai Xia <kx...@cmu.edu> wrote: > By "make demo

3/27/12

Phil Brown, … Malcolm Greaves3

3/27/12

[10-605] Hw 06 Sweep Operation

It only considers nodes that have a non-zero PPR. - Malcolm On Tue, Mar 27, 2012 at 6:43 PM, Ni Lao

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[10-605] Hw 06 Sweep Operation

It only considers nodes that have a non-zero PPR. - Malcolm On Tue, Mar 27, 2012 at 6:43 PM, Ni Lao

3/27/12

Tianle Huang, … 刁轶夫(Yifu Diao)4

3/26/12

question 1 and 2 for large data set

Oh, I just found out right click on the graph can drag it. Sorry. 2012/3/26 刁轶夫(Yifu Diao) <

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question 1 and 2 for large data set

Oh, I just found out right click on the graph can drag it. Sorry. 2012/3/26 刁轶夫(Yifu Diao) <

3/26/12

William Cohen (CMU)

3/26/12

extension of the approximate pagerank assignment deadline

The deadline for this is being extended 48 hours to Thursday 3/29 at 1:30. -- William W. Cohen wcohen

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extension of the approximate pagerank assignment deadline

The deadline for this is being extended 48 hours to Thursday 3/29 at 1:30. -- William W. Cohen wcohen

3/26/12

Eliot Knudsen, … William Cohen (CMU)12

3/25/12

PageRank Convergence

This is correct - you should scan all the way to the end before you restart. On Sunday, March 25,

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PageRank Convergence

This is correct - you should scan all the way to the end before you restart. On Sunday, March 25,

3/25/12

Ni Lao, … Ni Lao9

3/25/12

Re: Assignment 6

I guess it is fine as long as |boundary|<= |volume|. So either count out/in links only or both in

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Re: Assignment 6

I guess it is fine as long as |boundary|<= |volume|. So either count out/in links only or both in

3/25/12

William Cohen (CMU), Malcolm Greaves2

3/23/12

Fwd: Job opportunities

Hahahaha! Your description as of the project as "the soulless pursuit of vast quantities of

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Fwd: Job opportunities

Hahahaha! Your description as of the project as "the soulless pursuit of vast quantities of

3/23/12

William Cohen (CMU)

3/22/12

Fwd: student project on large-scale distributional semantics

Possible projects (if anyone has plans to switch) on neuroscience - see below. -W ----------

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Fwd: student project on large-scale distributional semantics

Possible projects (if anyone has plans to switch) on neuroscience - see below. -W ----------

3/22/12

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