|
RAR-files |
| skillshare.decision.trees.random.forests.and.gradient.boosting.in.r-skilledhares.rar |
200,000,000 |
5078587E |
| skillshare.decision.trees.random.forests.and.gradient.boosting.in.r-skilledhares.r00 |
200,000,000 |
D372102E |
| skillshare.decision.trees.random.forests.and.gradient.boosting.in.r-skilledhares.r01 |
200,000,000 |
8B8E0E03 |
| skillshare.decision.trees.random.forests.and.gradient.boosting.in.r-skilledhares.r02 |
200,000,000 |
55D0E8DE |
| skillshare.decision.trees.random.forests.and.gradient.boosting.in.r-skilledhares.r03 |
200,000,000 |
1B6938CC |
| skillshare.decision.trees.random.forests.and.gradient.boosting.in.r-skilledhares.r04 |
200,000,000 |
C429C0D8 |
| skillshare.decision.trees.random.forests.and.gradient.boosting.in.r-skilledhares.r05 |
200,000,000 |
5A7C970A |
| skillshare.decision.trees.random.forests.and.gradient.boosting.in.r-skilledhares.r06 |
200,000,000 |
9B362BD1 |
| skillshare.decision.trees.random.forests.and.gradient.boosting.in.r-skilledhares.r07 |
200,000,000 |
1B7851E6 |
| skillshare.decision.trees.random.forests.and.gradient.boosting.in.r-skilledhares.r08 |
106,859,911 |
9BA40BCB |
|
| Total size: |
1,906,859,911 |
|
|
| Archived
files |
|
01-welcome_to_the_course.mkv
[52b76235cc231130]
|
44,663,508 |
7BF71E72 |
|
02-section_introduction.mkv
[5b70fbb4df115681]
|
12,578,246 |
55723AC6 |
|
03-introduction_to_decision_trees.mkv
[7039757be53bb04d]
|
56,858,561 |
98BB0C9B |
|
04-building_decision_trees_a.mkv
[8b9dc86f8ece0b99]
|
55,680,715 |
BAAD83BE |
|
05-building_decision_trees_b.mkv
[64b481d9f4202651]
|
61,475,341 |
80EBF99D |
|
06-building_decision_trees_c.mkv
[60f0a8e77fc70e8]
|
65,821,312 |
59260541 |
|
07-building_decision_trees_d.mkv
[635d8f70cc2b4c08]
|
56,433,338 |
51600FD3 |
|
08-section_introduction.mkv
[b90890bc7ff2e521]
|
10,565,317 |
9C0CE1A0 |
|
09-edutravel_case.mkv
[6da21e75c1551550]
|
30,280,133 |
CAE9CF30 |
|
10-describing_the_dataset.mkv
[6d6ca68054361b10]
|
61,190,459 |
AC6D6D21 |
|
11-importing_csv_data_into_r.mkv
[f69d5db8868ade3d]
|
30,202,209 |
D426F9A0 |
|
12-changing_the_data_type.mkv
[712cb377abca6265]
|
49,330,874 |
E19D9F25 |
|
13-dealing_with_missing_data1.mkv
[d92ccb28df49ba18]
|
74,112,991 |
77189CA5 |
|
14-combining_rare_categories.mkv
[ed29db7c646ca7b3]
|
32,156,916 |
41FDF462 |
|
15-data_split_training_and_testing_datasets.mkv
[ac6b52da236df637]
|
60,966,271 |
6B9CB578 |
|
16-section_introduction.mkv
[45b2b25fa34f1fe8]
|
13,713,909 |
F536DAFF |
|
17-decision_trees_with_ctree.mkv
[f28fcca7f9ca6dcd]
|
58,340,296 |
4DE1B69A |
|
18-interpretation_of_results.mkv
[e7ff3099f4be53c0]
|
29,984,036 |
7657E930 |
|
19-prediction_with_ctree.mkv
[3ec56ec25dcc9865]
|
90,308,177 |
D1A0DC6B |
|
20-confusion_matrix.mkv
[17b53a85099484cf]
|
66,371,012 |
1AF26782 |
|
21-roc_curve.mkv
[20e9397787f5065f]
|
81,309,975 |
FFB3D3F7 |
|
22-auc_.mkv
[c8ba836e0b0474ed]
|
45,759,024 |
CF2BA32B |
|
23-section_introduction.mkv
[ab4a739582d10c19]
|
11,827,003 |
914FBB93 |
|
24-decisions_trees_with_rpart.mkv
[746aa2ed545f3a15]
|
73,579,022 |
74D475FC |
|
25-choosing_complexity_parameter.mkv
[1bad07fd7b718ba4]
|
40,712,636 |
62DCD2F6 |
|
26-classification_and_confusion_matrix.mkv
[a441b3aafdb31244]
|
77,657,909 |
A34A6209 |
|
27-roc_and_auc_rpart.mkv
[909ab6cabd0e92b7]
|
57,837,813 |
F7DB2394 |
|
28-section_introduction.mkv
[d519d0d3b765a50c]
|
12,911,101 |
7A643953 |
|
29-introduction_to_random_forests.mkv
[12cd1c7569601120]
|
57,259,019 |
7D6B906A |
|
30-building_a_random_forest_in_r.mkv
[82f0486afefb0403]
|
89,559,612 |
3F03B583 |
|
31-classification_and_confusion_matrix.mkv
[a2e977104b2d5ef]
|
77,662,758 |
7A55196D |
|
32-roc_and_auc_(rf).mkv
[1227d5dc70af5141]
|
54,290,066 |
FDD3395A |
|
33-section_introduction.mkv
[a3155654dfa11139]
|
11,545,573 |
87DC733E |
|
34-theoretical_introduction_to_gradient_boost.mkv
[834b94c274b8de43]
|
50,506,448 |
39538243 |
|
35-xgboost_model.mkv
[d48abdda41b4ea7a]
|
96,853,947 |
4110A6BE |
|
36-prediction_and_confusion_matrix.mkv
[e17cae54584ae42b]
|
36,592,551 |
3C435B0F |
|
37-roc_and_auc.mkv
[804aeac60301624f]
|
54,546,395 |
BA9A598B |
|
38-conclusion.mkv
[ec8dfad52c36287b]
|
14,933,620 |
FD3527D4 |
|
edutravel.csv.csv |
412,579 |
00B9A28C |
|
edutravel.R.R |
26,092 |
2F4992E6 |
|
heart.xlsx.xlsx |
39,459 |
4F9FC200 |
|
| Total size: |
1,906,856,223 |
|
|
