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didattica:magistrale:ml:ay_2021:main [2020/12/12 12:29] marcop |
didattica:magistrale:ml:ay_2021:main [2021/12/24 02:34] (current) marcop [Study material] |
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| * 03/11/2020 {{didattica:magistrale:ml:ay_2021:lezione5_20_21_protetta.pdf|Lezione 4}} | * 03/11/2020 {{didattica:magistrale:ml:ay_2021:lezione5_20_21_protetta.pdf|Lezione 4}} | ||
| * 09/11/2020 [[https://unicam.webex.com/recordingservice/sites/unicam/recording/playback/cbe2187327fe45899356a12183d83f16|Video_ML_09_11_2020_Trees]]{{didattica:magistrale:ml:ay_2021:lezione6_20_21_protetta.pdf|Lezione 5}} | * 09/11/2020 [[https://unicam.webex.com/recordingservice/sites/unicam/recording/playback/cbe2187327fe45899356a12183d83f16|Video_ML_09_11_2020_Trees]]{{didattica:magistrale:ml:ay_2021:lezione6_20_21_protetta.pdf|Lezione 5}} | ||
| - | * 10/11/2020 [[https://unicam.webex.com/recordingservice/sites/unicam/recording/playback/cbe2187327fe45899356a12183d83f16|Video_ML_09_11_2020_EnsembleMethods]]{{didattica:magistrale:ml:ay_2021:lezione7_20_21_protetta.pdf|Lezione 6}} | + | * 10/11/2020 [[https://unicam.webex.com/unicam/ldr.php?RCID=5530db06e26e4dbeb9376f44186bff98|Video_ML_09_11_2020_EnsembleMethods]]{{didattica:magistrale:ml:ay_2021:lezione7_20_21_protetta.pdf|Lezione 6}} |
| * 16/11/2020 {{didattica:magistrale:ml:ay_2021:protetto_lezione8_20_21.pdf|Lezione 7}} | * 16/11/2020 {{didattica:magistrale:ml:ay_2021:protetto_lezione8_20_21.pdf|Lezione 7}} | ||
| * 17/11/2020 See 23/11/2020 for material | * 17/11/2020 See 23/11/2020 for material | ||
| * 23/11/2020 {{didattica:magistrale:ml:ay_2021:lezione9_20_21_protetta.pdf|Lezione 8 (I and II)}}[[ | * 23/11/2020 {{didattica:magistrale:ml:ay_2021:lezione9_20_21_protetta.pdf|Lezione 8 (I and II)}}[[ | ||
| - | https://unicam.webex.com/unicam/ldr.php?RCID=989573c949f448d9bc318fd4bc3a555c|Video_ML_23_11_2020_Usupervised_Learning]] | + | https://unicam.webex.com/unicam/ldr.php?RCID=989573c949f448d9bc318fd4bc3a555c|Video_ML_23_11_2020_Unsupervised_Learning]] |
| - | * 24/11/2020 ML_01_12_2020_Probabilistic_Learning_IV | + | * 24/11/2020 ML_01_12_2020_Probabilistic_Learning_I |
| * 30/11/2019 [[https://unicam.webex.com/unicam/ldr.php?RCID=1ddc4e3feffd4400ada2fd484a91f15a|ML_30_11_2020_Probabilistic_Learning_II]] | * 30/11/2019 [[https://unicam.webex.com/unicam/ldr.php?RCID=1ddc4e3feffd4400ada2fd484a91f15a|ML_30_11_2020_Probabilistic_Learning_II]] | ||
| * 01/12/2020 [[https://unicam.webex.com/unicam/ldr.php?RCID=29899eb25b514dd9877d9b9419762b81|ML_01_12_2020_Probabilistic_Learning_III]] | * 01/12/2020 [[https://unicam.webex.com/unicam/ldr.php?RCID=29899eb25b514dd9877d9b9419762b81|ML_01_12_2020_Probabilistic_Learning_III]] | ||
| * 07/12/2020 **Academic Holiday** | * 07/12/2020 **Academic Holiday** | ||
| * 08/12/2020 **Academic Holiday** | * 08/12/2020 **Academic Holiday** | ||
| - | * 14/12/2020 | + | * 14/12/2020 [[https://unicam.webex.com/unicam/ldr.php?RCID=cd25c093b30b47de892ab21a8eca43bc|ML_14_12_2020_Probabilistic_Learning_IV]] |
| - | * 15/12/2020 | + | * 15/12/2020 Probabilistic_Learning_V |
| + | * 21/12/2020 [[https://unicam.webex.com/unicam/ldr.php?RCID=54bb9b2fa47e44b393a1d97be1543667|Probabilistic_Learning_VI_Bias_variance_tradeoff]] | ||
| + | * 22/12/2020 [[https://unicam.webex.com/unicam/ldr.php?RCID=65c67820645f11e526fac63ae145ccc7|ML_22_12_2020_bias_variance_II]] | ||
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| * 12/11/2019 {{didattica:magistrale:ml:ay_1020:explaining_adaboost_schapire.pdf|Explaining AdaBoost- Schapire}} | * 12/11/2019 {{didattica:magistrale:ml:ay_1020:explaining_adaboost_schapire.pdf|Explaining AdaBoost- Schapire}} | ||
| * 12/11/2019 {{didattica:magistrale:ml:ay_2021:ensemble_methods_zhou.pdf|Ensemble Methods - Zhou}} | * 12/11/2019 {{didattica:magistrale:ml:ay_2021:ensemble_methods_zhou.pdf|Ensemble Methods - Zhou}} | ||
| - | * 12/12/2019 {{didattica:magistrale:ml:ay_2021:bias_variance_restriceted.pdf|Bias-Variance I}} | + | * 12/12/2019 {{didattica:magistrale:ml:ay_1920:bias_variance_restriceted.pdf|Bias-Variance I}} |
| * 12/12/2019 {{didattica:magistrale:ml:ay_2021:bias_varianceii_restricted.pdf|Bias-Variance II}} | * 12/12/2019 {{didattica:magistrale:ml:ay_2021:bias_varianceii_restricted.pdf|Bias-Variance II}} | ||
| * 16/12/2019 {{didattica:magistrale:ml:ay_2021:vapnik_recap_protetto.pdf|Vapnik's Inequality}} | * 16/12/2019 {{didattica:magistrale:ml:ay_2021:vapnik_recap_protetto.pdf|Vapnik's Inequality}} | ||
