FreeTutorials Us UDEMY Fundamentals of Decision Trees in Machine Learning FTU

FreeTutorials Us UDEMY Fundamentals of Decision Trees in Machine Learning FTU

Name	[FreeTutorials.Us] [UDEMY] Fundamentals of Decision Trees in Machine Learning [FTU]	DOWNLOAD Copy Link
Total Size	1.4 GB
Total Files	39
Hash	A6D5E5E1AC1988EBBE723F012E271E47AFFC36B1

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/01 Introduction/
001 Welcome.mp4	14.7 MB
002 Introduction.mp4	11.1 MB
003 Getting started.mp4	21.8 MB
/01 Introduction/attached files/
003 Ex-Files-MachineLearning-Trees.zip	77.9 KB
/02 Decision Trees in IBM SPSS Modeler/
004 Decision tree options in SPSS Modeler.mp4	31.7 MB
005 Building CHAID model and add a second model with CRT.mp4	67.3 MB
006 Analysis nodes.mp4	28.1 MB
007 Lift and gains chart.mp4	40.7 MB
/03 CHAID/
008 Whats an algorithm.mp4	17.8 MB
009 Chi-squared.mp4	30.2 MB
010 Buliding a tree interactively.mp4	31.7 MB
011 Bonferonni adjustment and level of measurement.mp4	67.7 MB
012 CHAID.mp4	96.9 MB
/04 CRT/
013 Gini coefficient.mp4	22.3 MB
014 Understanding CRT.mp4	88.1 MB
015 The complete CRT tree.mp4	27.9 MB
016 Stopping rules in CHAID and CRT.mp4	49.5 MB
017 Improving your model.mp4	63.9 MB
/05 QUEST/
018 Understanding QUEST.mp4	6.9 MB
019 How QUEST handles variables.mp4	75.7 MB
020 How QUEST handles missing data.mp4	27.8 MB
021 Pruning and stopping rules in QUEST.mp4	47.1 MB
/05 QUEST/attached files/
018 Ex-Files-ML-Adv-DecisionTrees.zip	894.2 KB
/06 C5.0/
022 ID3 and C4.5.mp4	16.9 MB
023 Winnowing attributes and rule sets.mp4	66.1 MB
024 Understanding information gain.mp4	26.1 MB
025 Pruning in C5.0.mp4	81.2 MB
026 How C5.0 handles missing data.mp4	16.0 MB
/07 Advanced Topics/
027 Ensembles.mp4	64.7 MB
028 Bagging.mp4	106.3 MB
029 Random forests.mp4	29.5 MB
030 Boosting.mp4	44.0 MB
031 Costs and priors.mp4	43.7 MB
Total files 39