LinkedIn Learning Advanced Predictive Modeling Mastering Ensembles and Metamodeling\01.Introduction\01.01.The most accurate machine learning models.mp4
[8b29a52444c3617b]
|
5,781,802 |
105A31AD |
LinkedIn Learning Advanced Predictive Modeling Mastering Ensembles and Metamodeling\01.Introduction\01.01.The most accurate machine learning models.srt |
2,339 |
5E49FFE0 |
LinkedIn Learning Advanced Predictive Modeling Mastering Ensembles and Metamodeling\01.Introduction\01.02.What you should know.mp4
[f0c26df3bcf3444f]
|
4,516,782 |
8CB24E79 |
LinkedIn Learning Advanced Predictive Modeling Mastering Ensembles and Metamodeling\01.Introduction\01.02.What you should know.srt |
2,633 |
717FB83F |
LinkedIn Learning Advanced Predictive Modeling Mastering Ensembles and Metamodeling\02.Key Modeling Concepts\02.03.Ensemble wins Netflix Prize.mp4
[c5f620d796c09938]
|
4,607,234 |
7CDB91B0 |
LinkedIn Learning Advanced Predictive Modeling Mastering Ensembles and Metamodeling\02.Key Modeling Concepts\02.03.Ensemble wins Netflix Prize.srt |
2,081 |
7109D5D5 |
LinkedIn Learning Advanced Predictive Modeling Mastering Ensembles and Metamodeling\02.Key Modeling Concepts\02.04.What is an ensemble.mp4
[f58769f7c0c5fc10]
|
13,647,362 |
A7B59C78 |
LinkedIn Learning Advanced Predictive Modeling Mastering Ensembles and Metamodeling\02.Key Modeling Concepts\02.04.What is an ensemble.srt |
8,920 |
1FB50A55 |
LinkedIn Learning Advanced Predictive Modeling Mastering Ensembles and Metamodeling\02.Key Modeling Concepts\02.05.Types of models and modeling algorithms.mp4
[ab0f598c6497487e]
|
2,973,014 |
5E764AB9 |
LinkedIn Learning Advanced Predictive Modeling Mastering Ensembles and Metamodeling\02.Key Modeling Concepts\02.05.Types of models and modeling algorithms.srt |
2,629 |
866DBCDA |
LinkedIn Learning Advanced Predictive Modeling Mastering Ensembles and Metamodeling\02.Key Modeling Concepts\02.06.Types of ensembles.mp4
[597a8531987d7141]
|
3,390,551 |
33F7338F |
LinkedIn Learning Advanced Predictive Modeling Mastering Ensembles and Metamodeling\02.Key Modeling Concepts\02.06.Types of ensembles.srt |
2,884 |
F91F1E36 |
LinkedIn Learning Advanced Predictive Modeling Mastering Ensembles and Metamodeling\03.Understanding Model Error\03.07.Measuring model accuracy Value estimation.mp4
[b1052508da67210b]
|
7,260,418 |
7A875A20 |
LinkedIn Learning Advanced Predictive Modeling Mastering Ensembles and Metamodeling\03.Understanding Model Error\03.07.Measuring model accuracy Value estimation.srt |
4,079 |
64C2EA0D |
LinkedIn Learning Advanced Predictive Modeling Mastering Ensembles and Metamodeling\03.Understanding Model Error\03.08.Understanding model error Classification.mp4
[a9a1f0e4d2cbb258]
|
5,810,178 |
7A4D659C |
LinkedIn Learning Advanced Predictive Modeling Mastering Ensembles and Metamodeling\03.Understanding Model Error\03.08.Understanding model error Classification.srt |
4,412 |
CEB70B4B |
LinkedIn Learning Advanced Predictive Modeling Mastering Ensembles and Metamodeling\04.Simple Heterogeneous Ensembles\04.09.Stacking.mp4
[586bb9c6b21bc33c]
|
10,850,134 |
9B112560 |
LinkedIn Learning Advanced Predictive Modeling Mastering Ensembles and Metamodeling\04.Simple Heterogeneous Ensembles\04.09.Stacking.srt |
5,639 |
0ED8476E |
LinkedIn Learning Advanced Predictive Modeling Mastering Ensembles and Metamodeling\04.Simple Heterogeneous Ensembles\04.10.Voting for classification.mp4
[33284a47e890079d]
|
9,478,968 |
D717FA0D |
LinkedIn Learning Advanced Predictive Modeling Mastering Ensembles and Metamodeling\04.Simple Heterogeneous Ensembles\04.10.Voting for classification.srt |
4,664 |
78DB5E39 |
LinkedIn Learning Advanced Predictive Modeling Mastering Ensembles and Metamodeling\05.The Bias-Variance Tradeoff\05.11.Error decomposition.mp4
[9ea2f815cd2d999e]
|
4,342,613 |
B5CC779D |
LinkedIn Learning Advanced Predictive Modeling Mastering Ensembles and Metamodeling\05.The Bias-Variance Tradeoff\05.11.Error decomposition.srt |
3,339 |
94C39BAE |
LinkedIn Learning Advanced Predictive Modeling Mastering Ensembles and Metamodeling\05.The Bias-Variance Tradeoff\05.12.Visualizing bias and variance.mp4
[f8a4b56e1fcaa809]
|
12,515,330 |
2F2169CF |
LinkedIn Learning Advanced Predictive Modeling Mastering Ensembles and Metamodeling\05.The Bias-Variance Tradeoff\05.12.Visualizing bias and variance.srt |
8,397 |
F702654A |
LinkedIn Learning Advanced Predictive Modeling Mastering Ensembles and Metamodeling\05.The Bias-Variance Tradeoff\05.13.Curse of dimensionality.mp4
[ada255384eb39044]
|
3,799,812 |
DFB2217E |
LinkedIn Learning Advanced Predictive Modeling Mastering Ensembles and Metamodeling\05.The Bias-Variance Tradeoff\05.13.Curse of dimensionality.srt |
3,102 |
DB85EB91 |
LinkedIn Learning Advanced Predictive Modeling Mastering Ensembles and Metamodeling\05.The Bias-Variance Tradeoff\05.14.Is Occam's Razor always true.mp4
[1f8292b8d929b044]
|
5,350,997 |
C5CD8D79 |
LinkedIn Learning Advanced Predictive Modeling Mastering Ensembles and Metamodeling\05.The Bias-Variance Tradeoff\05.14.Is Occam's Razor always true.srt |
4,832 |
26065F47 |
LinkedIn Learning Advanced Predictive Modeling Mastering Ensembles and Metamodeling\06.Ensemble Algorithms Fundamentals\06.15.What is Bootstrap aggregating.mp4
[267d4900ce22be8a]
|
14,622,722 |
30E1C15C |
LinkedIn Learning Advanced Predictive Modeling Mastering Ensembles and Metamodeling\06.Ensemble Algorithms Fundamentals\06.15.What is Bootstrap aggregating.srt |
8,871 |
AD2F9800 |
LinkedIn Learning Advanced Predictive Modeling Mastering Ensembles and Metamodeling\06.Ensemble Algorithms Fundamentals\06.16.What is Boosting and how does it work.mp4
[dd47a593b7245109]
|
13,409,710 |
5B2FFB31 |
LinkedIn Learning Advanced Predictive Modeling Mastering Ensembles and Metamodeling\06.Ensemble Algorithms Fundamentals\06.16.What is Boosting and how does it work.srt |
5,248 |
4F1BF113 |
LinkedIn Learning Advanced Predictive Modeling Mastering Ensembles and Metamodeling\06.Ensemble Algorithms Fundamentals\06.17.Gradient boosting demo.mp4
[2af2bd70f809dc6a]
|
7,445,421 |
552420B0 |
LinkedIn Learning Advanced Predictive Modeling Mastering Ensembles and Metamodeling\06.Ensemble Algorithms Fundamentals\06.17.Gradient boosting demo.srt |
3,986 |
504A4CEE |
LinkedIn Learning Advanced Predictive Modeling Mastering Ensembles and Metamodeling\07.Important Ensemble Algorithms\07.18.Random forest.mp4
[c0bd55b462293d40]
|
4,493,571 |
70EE4D15 |
LinkedIn Learning Advanced Predictive Modeling Mastering Ensembles and Metamodeling\07.Important Ensemble Algorithms\07.18.Random forest.srt |
4,052 |
B9C7874C |
LinkedIn Learning Advanced Predictive Modeling Mastering Ensembles and Metamodeling\07.Important Ensemble Algorithms\07.19.Model search by bumping.mp4
[1858cfa670426282]
|
3,397,974 |
0E6320E9 |
LinkedIn Learning Advanced Predictive Modeling Mastering Ensembles and Metamodeling\07.Important Ensemble Algorithms\07.19.Model search by bumping.srt |
2,255 |
9997B84D |
LinkedIn Learning Advanced Predictive Modeling Mastering Ensembles and Metamodeling\07.Important Ensemble Algorithms\07.20.AdaBoost, XGBoost, Light GBM, CatBoost.mp4
[dccc1567fe36dc73]
|
4,203,266 |
9611F303 |
LinkedIn Learning Advanced Predictive Modeling Mastering Ensembles and Metamodeling\07.Important Ensemble Algorithms\07.20.AdaBoost, XGBoost, Light GBM, CatBoost.srt |
3,599 |
F49F14EA |
LinkedIn Learning Advanced Predictive Modeling Mastering Ensembles and Metamodeling\07.Important Ensemble Algorithms\07.21.Super Learner, Subsemble, StackNet.mp4
[f67754bbe1683b3e]
|
15,033,470 |
5262CA1F |
LinkedIn Learning Advanced Predictive Modeling Mastering Ensembles and Metamodeling\07.Important Ensemble Algorithms\07.21.Super Learner, Subsemble, StackNet.srt |
7,657 |
F01A4AED |
LinkedIn Learning Advanced Predictive Modeling Mastering Ensembles and Metamodeling\07.Important Ensemble Algorithms\07.22.What are people working on now.mp4
[b8f078308ed4dd94]
|
3,491,926 |
FA762851 |
LinkedIn Learning Advanced Predictive Modeling Mastering Ensembles and Metamodeling\07.Important Ensemble Algorithms\07.22.What are people working on now.srt |
2,724 |
F4B159C8 |
LinkedIn Learning Advanced Predictive Modeling Mastering Ensembles and Metamodeling\08.Ensemble and Meta-Modeling Case Studies\08.23.Combining supervised and unsupervised.mp4
[e6852f2bbbbbed0c]
|
19,711,233 |
ADF268CF |
LinkedIn Learning Advanced Predictive Modeling Mastering Ensembles and Metamodeling\08.Ensemble and Meta-Modeling Case Studies\08.23.Combining supervised and unsupervised.srt |
9,302 |
3C9FC209 |
LinkedIn Learning Advanced Predictive Modeling Mastering Ensembles and Metamodeling\08.Ensemble and Meta-Modeling Case Studies\08.24.Routing cases to different models.mp4
[11ed8986ec43812d]
|
14,666,240 |
73643283 |
LinkedIn Learning Advanced Predictive Modeling Mastering Ensembles and Metamodeling\08.Ensemble and Meta-Modeling Case Studies\08.24.Routing cases to different models.srt |
6,602 |
7AFA3E7F |
LinkedIn Learning Advanced Predictive Modeling Mastering Ensembles and Metamodeling\09.Conclusion\09.25.Next steps.mp4
[f66ce71c5379b11d]
|
2,198,276 |
D8A17C76 |
LinkedIn Learning Advanced Predictive Modeling Mastering Ensembles and Metamodeling\09.Conclusion\09.25.Next steps.srt |
1,281 |
160FBC02 |
LinkedIn Learning Advanced Predictive Modeling Mastering Ensembles and Metamodeling\Ex_Files_Adv_Predictive_Mod.zip |
14,507,848 |
561F71FC |
LinkedIn Learning Advanced Predictive Modeling Mastering Ensembles and Metamodeling\01.Introduction |
0 |
00000000 |
LinkedIn Learning Advanced Predictive Modeling Mastering Ensembles and Metamodeling\02.Key Modeling Concepts |
0 |
00000000 |
LinkedIn Learning Advanced Predictive Modeling Mastering Ensembles and Metamodeling\03.Understanding Model Error |
0 |
00000000 |
LinkedIn Learning Advanced Predictive Modeling Mastering Ensembles and Metamodeling\04.Simple Heterogeneous Ensembles |
0 |
00000000 |
LinkedIn Learning Advanced Predictive Modeling Mastering Ensembles and Metamodeling\05.The Bias-Variance Tradeoff |
0 |
00000000 |
LinkedIn Learning Advanced Predictive Modeling Mastering Ensembles and Metamodeling\06.Ensemble Algorithms Fundamentals |
0 |
00000000 |
LinkedIn Learning Advanced Predictive Modeling Mastering Ensembles and Metamodeling\07.Important Ensemble Algorithms |
0 |
00000000 |
LinkedIn Learning Advanced Predictive Modeling Mastering Ensembles and Metamodeling\08.Ensemble and Meta-Modeling Case Studies |
0 |
00000000 |
LinkedIn Learning Advanced Predictive Modeling Mastering Ensembles and Metamodeling\09.Conclusion |
0 |
00000000 |
LinkedIn Learning Advanced Predictive Modeling Mastering Ensembles and Metamodeling |
0 |
00000000 |
|
Total size: |
211,622,379 |
|