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| Name | Last modified | Size | Description |
|---|---|---|---|---|
| Parent Directory | - | ||
| 10601-notation.pdf | 2021-01-27 15:48 | 63K | |
| 10601-objectives.pdf | 2021-01-27 15:48 | 75K | |
| lecture1-overview.pdf | 2021-01-27 15:48 | 4.4M | |
| lecture1-overview.pdf.quartz | 2020-01-12 15:19 | 0 | |
| lecture2-dt.pdf | 2021-01-27 15:48 | 468K | |
| lecture3-dt.pdf | 2021-01-27 15:48 | 694K | |
| lecture4-knn.pdf | 2021-01-27 15:48 | 5.3M | |
| lecture5-ms.pdf | 2021-01-27 15:48 | 6.2M | |
| lecture6-perc.pdf | 2021-01-27 15:48 | 2.1M | |
| lecture7-linreg.pdf | 2021-01-27 15:48 | 5.7M | |
| lecture8-opt.pdf | 2021-01-27 15:48 | 3.6M | |
| lecture9-logreg-ink.pdf | 2021-01-27 15:48 | 1.9M | |
| lecture9-logreg.pdf | 2020-04-29 10:28 | 13M | |
| lecture10-multi-ink.pdf | 2021-01-27 15:48 | 3.7M | |
| lecture10-multi.pdf | 2020-04-29 10:28 | 6.7M | |
| lecture11-reg-ink.pdf | 2021-01-27 15:48 | 3.7M | |
| lecture11-reg.pdf | 2020-04-29 10:28 | 8.5M | |
| lecture12-nn-ink.pdf | 2021-01-27 15:48 | 5.2M | |
| lecture12-nn.pdf | 2020-04-29 10:28 | 5.0M | |
| lecture13-backprop-ink.pdf | 2021-01-27 15:48 | 7.4M | |
| lecture13-backprop.pdf | 2020-04-29 10:28 | 13M | |
| lecture14-deep-ink.pdf | 2021-01-27 15:48 | 15M | |
| lecture14-deep.pdf | 2020-04-29 10:28 | 63M | |
| lecture15-pac.pdf | 2021-01-27 15:48 | 11M | |
| lecture16-pac-ink.pdf | 2021-01-27 15:48 | 2.5M | |
| lecture16-pac.pdf | 2020-04-29 10:28 | 6.1M | |
| lecture17-mle-map-ink.pdf | 2021-01-27 15:48 | 1.1M | |
| lecture17-mle-map.pdf | 2020-04-29 10:28 | 5.8M | |
| lecture18-nb-ink.pdf | 2021-01-27 15:48 | 14M | |
| lecture18-nb.pdf | 2020-04-29 10:28 | 8.2M | |
| lecture19-hmm-ink.pdf | 2021-01-27 15:48 | 3.1M | |
| lecture19-hmm.pdf | 2020-04-29 10:28 | 5.7M | |
| lecture20-hmm-ink.pdf | 2021-01-27 15:48 | 2.7M | |
| lecture20-hmm.pdf | 2020-04-29 10:28 | 5.2M | |
| lecture21-bayesnet-ink.pdf | 2021-01-27 15:48 | 6.6M | |
| lecture21-bayesnet.pdf | 2020-04-29 10:28 | 8.1M | |
| lecture22-mdp-ink.pdf | 2021-01-27 15:48 | 2.8M | |
| lecture22-mdp.pdf | 2020-04-29 10:28 | 4.5M | |
| lecture23-rl.pdf | 2021-01-27 15:48 | 1.1M | |
| lecture24-qlearn-ink.pdf | 2021-01-27 15:48 | 2.3M | |
| lecture24-qlearn.pdf | 2020-04-29 10:28 | 3.8M | |
| lecture25-kmeans-ink.pdf | 2021-01-27 15:48 | 5.6M | |
| lecture25-kmeans.pdf | 2020-04-29 10:28 | 4.6M | |
| lecture26-pca-ink.pdf | 2021-01-27 15:48 | 1.7M | |
| lecture26-pca.pdf | 2020-04-29 10:28 | 5.4M | |
| lecture27-svm-ink.pdf | 2021-01-27 15:48 | 4.0M | |
| lecture27-svm.pdf | 2020-04-29 10:28 | 7.6M | |
| lecture28-ensemble-mf-ink.pdf | 2021-01-27 15:48 | 14M | |
| lecture28-ensemble-mf.pdf | 2020-04-29 10:28 | 13M | |
| lecture29-final-ink.pdf | 2021-01-27 15:48 | 32M | |
| lecture29-final.pdf | 2020-04-29 10:28 | 31M | |