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mds:sds:start [10/05/2024 alle 08:13 (5 mesi fa)] – [Class calendar] Salvatore Ruggierimds:sds:start [23/09/2024 alle 11:19 (4 giorni fa)] (versione attuale) – [Exams] Salvatore Ruggieri
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 ====== Statistics for Data Science (628PP) A.Y. 2023/24 ====== ====== Statistics for Data Science (628PP) A.Y. 2023/24 ======
  
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 ^  Date  ^  Hour  ^  Room  ^  Notes  ^ ^  Date  ^  Hour  ^  Room  ^  Notes  ^
-|  28/5/2024  |  11:00 - 13:00  |  FIB-A1  |    | +|  6/11/2024  |  11:00 - 13:00  |  Riunioni Ovest, Dept. Computer Science  | [[https://didattica.di.unipi.it/en/appelli-straordinari/|Extra-ordinary exam]] |
-|  25/6/2024  |  11:00 - 13:00  |  FIB-A1  |    | +
-|  23/7/2024  |  11:00 - 13:00  |  FIB-A1  |    | +
-|  13/9/2024  |  9:00 - 11:00  |  TBD  |    | +
- +
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-<!-- [[https://didattica.di.unipi.it/en/appelli-straordinari/|Extra-ordinary exam]] --> +
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 =====Class calendar===== =====Class calendar=====
 +
  
 Lessons will be **NOT** be live-streamed, but recordings of past years are available here for non-attending students.\\  Lessons will be **NOT** be live-streamed, but recordings of past years are available here for non-attending students.\\ 
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 |25| 19/04 11-13 | Fib-C | Statistical decision theory (continued). Project presentation. |   | |25| 19/04 11-13 | Fib-C | Statistical decision theory (continued). Project presentation. |   |
 |26| 23/04 16-18| Fib-C | Confidence intervals: mean, proportion, linear regression.[[http://131.114.72.230/sds/video/sds26_20220422.mp4|rec26 (.mp4)]] | **[T]** Chpts. 23.1,23.2,23.4,24.3,24.4 {{ :mds:sds:s4dsln.pdf |}} Chpt. 3 {{:mds:sds:s4ds26.pdf|slides26 (.pdf)}}, {{:mds:sds:s4ds26.r|script26 (.R)}} | |26| 23/04 16-18| Fib-C | Confidence intervals: mean, proportion, linear regression.[[http://131.114.72.230/sds/video/sds26_20220422.mp4|rec26 (.mp4)]] | **[T]** Chpts. 23.1,23.2,23.4,24.3,24.4 {{ :mds:sds:s4dsln.pdf |}} Chpt. 3 {{:mds:sds:s4ds26.pdf|slides26 (.pdf)}}, {{:mds:sds:s4ds26.r|script26 (.R)}} |
-|--| 26/04 11-13 | --- | No lesson on this date   |   | 
 |27| 30/04 16-18| Fib-C | Confidence intervals (continued). Bootstrap and resampling methods.[[http://131.114.72.230/sds/video/sds27_20220426.mp4|rec27 (.mp4)]] | **[T]** Chpts. 18.1-18.3,23.3 {{:mds:sds:s4ds27.pdf|slides27 (.pdf)}}, {{:mds:sds:s4ds27.r|script27 (.R)}} | |27| 30/04 16-18| Fib-C | Confidence intervals (continued). Bootstrap and resampling methods.[[http://131.114.72.230/sds/video/sds27_20220426.mp4|rec27 (.mp4)]] | **[T]** Chpts. 18.1-18.3,23.3 {{:mds:sds:s4ds27.pdf|slides27 (.pdf)}}, {{:mds:sds:s4ds27.r|script27 (.R)}} |
 |28| 02/05 14-16| Fib-C | Bootstrap and resampling methods (continued).[[http://131.114.72.230/sds/video/sds28_20220428.mp4|rec28 (.mp4)]] |   | |28| 02/05 14-16| Fib-C | Bootstrap and resampling methods (continued).[[http://131.114.72.230/sds/video/sds28_20220428.mp4|rec28 (.mp4)]] |   |
 |29| 03/05 11-13| Fib-C | Hypotheses testing. One-sample tests of the mean and application to linear regression.[[http://131.114.72.230/sds/video/sds29_20220429.mp4|rec29 (.mp4)]]  | **[T]** Chpts. 25,26,27, **[R]** Chpts. 5.1,5.2 {{ :mds:sds:s4dsln.pdf |}} Chpt.3.3 {{:mds:sds:s4ds29.pdf|slides29 (.pdf)}}, {{:mds:sds:s4ds29.r|script29 (.R)}} | |29| 03/05 11-13| Fib-C | Hypotheses testing. One-sample tests of the mean and application to linear regression.[[http://131.114.72.230/sds/video/sds29_20220429.mp4|rec29 (.mp4)]]  | **[T]** Chpts. 25,26,27, **[R]** Chpts. 5.1,5.2 {{ :mds:sds:s4dsln.pdf |}} Chpt.3.3 {{:mds:sds:s4ds29.pdf|slides29 (.pdf)}}, {{:mds:sds:s4ds29.r|script29 (.R)}} |
-|s03| 07/05 16-18| Fib-C | **Mandatory seminar:** Introduction to causal modeling and reasoning. Speakers: I. Beretta and M. Cinquini. [[http://131.114.72.230/sds/video/sds_s03_20240507.mp4|rec_s03 (.mp4)]] | {{:mds:sds:s4ds_s03.pdf|slides_s03 (.pdf)}}|+|s03| 07/05 16-18| Fib-C | //Mandatory seminar:// Introduction to causal modeling and reasoning. Speakers: I. Beretta and M. Cinquini. [[http://131.114.72.230/sds/video/sds_s03_20240507.mp4|rec_s03 (.mp4)]] | {{:mds:sds:s4ds_s03.pdf|slides_s03 (.pdf)}}|
 |30| 09/05 14-16| Fib-C | One-sample tests of the mean and application to linear regression (continued). Classifier performance metrics in R. [[http://131.114.72.230/sds/video/sds30_2022mix.mp4|rec30 (.mp4)]] | {{:mds:sds:s4ds30.pdf|slides30 (.pdf)}}, {{:mds:sds:s4ds30.r|script30 (.R)}} | |30| 09/05 14-16| Fib-C | One-sample tests of the mean and application to linear regression (continued). Classifier performance metrics in R. [[http://131.114.72.230/sds/video/sds30_2022mix.mp4|rec30 (.mp4)]] | {{:mds:sds:s4ds30.pdf|slides30 (.pdf)}}, {{:mds:sds:s4ds30.r|script30 (.R)}} |
-|31| 10/05 11-13| Fib-C | Two-sample tests of the mean and applications to classifier comparison. [[http://131.114.72.230/sds/video/sds31_2022mix.mp4|rec31 (.mp4)]] | **[T]** Chpts. 28, **[R]** Chpts. 5.3-5.7 {{:mds:sds:s4ds31.pdf|slides31 (.pdf)}}, {{:mds:sds:s4ds31.r|script31 (.R)}} | +|31| 10/05 11-13| Fib-C | Two-sample tests of the mean and applications to classifier comparison. [[http://131.114.72.230/sds/video/sds31_2022mix.mp4|rec31 (.mp4)]] | **[T]** Chpt. 28, **[R]** Chpts. 5.3-5.7 {{:mds:sds:s4ds31.pdf|slides31 (.pdf)}}, {{:mds:sds:s4ds31.r|script31 (.R)}} | 
-|32| 14/05 16-18| Fib-C | ...   | ... |+|32| 14/05 16-18| Fib-C | Multiple-sample tests of the mean and applications to classifier comparison.[[http://131.114.72.230/sds/video/sds32_2022mix.mp4|rec32 (.mp4)]] | **[R]** Chpt. 7 {{:mds:sds:s4ds32.pdf|slides32 (.pdf)}}, {{:mds:sds:s4ds32.r|script32 (.R)}} | 
 +|33| 16/05 14-16| Fib-C | Fitting distributions. Testing independence/association.[[http://131.114.72.230/sds/video/sds33_2022mix.mp4|rec33 (.mp4)]] | **[R]** Chpt. 8 {{ :mds:smd:ks.pdf | K-S}}, {{:mds:sds:s4ds33.pdf|slides33 (.pdf)}}, {{:mds:sds:s4ds33.r|script33 (.R)}} | 
 +|34| 17/05 11-13| Fib-C  | Fitting distributions. Testing independence/association (continued). Project Q&A.  |  | 
 +|35| 21/05 16-18| Fib-C | Project Q&A.  |  |
  
-=====Class calendar of previous A. Y. ===== 
- 
- 
-^ # ^ Date ^ Room ^ Topic ^ Mandatory teaching material ^  
-|33| 10/05 9-11| Fib-C | Multiple-sample tests of the mean and applications to classifier comparison.[[http://131.114.72.230/sds/video/sds33_2022comp.mp4|rec33 (.mp4)]] | **[R]** Chpt. 7 {{:mds:sds:sds33.pdf|slides33 (.pdf)}}, {{:mds:sds:sds33.r|script33 (.R)}} | 
-|34| 11/05 11-13| Fib-C | Fitting distributions. Testing independence/association.[[http://131.114.72.230/sds/video/sds34_2022comp.mp4|rec34 (.mp4)]] | **[R]** Chpt. 8 {{ :mds:smd:ks.pdf | K-S}}, {{:mds:sds:sds34.pdf|slides34 (.pdf)}}, {{:mds:sds:sds34.r|script34 (.R)}} | 
-|35| 12/05 14-16| Fib-C  | Fitting distributions. Testing independence/association (continued). Project Q&A.  |  | 
-|36| 17/05 9-11| Fib-C | Project Q&A.  |  | 
  
  
mds/sds/start.1715328809.txt.gz · Ultima modifica: 10/05/2024 alle 08:13 (5 mesi fa) da Salvatore Ruggieri
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