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[ FreeCourseWeb.com ] Linkedin - Machine Learning and AI Foundations - Decision Trees with KNIME
magnet:?xt=urn:btih:b68a5c879ef9d3f50dc9d0ec319f5ba21516067b&dn=[ FreeCourseWeb.com ] Linkedin - Machine Learning and AI Foundations - Decision Trees with KNIME
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Hash值:
b68a5c879ef9d3f50dc9d0ec319f5ba21516067b
点击数:
163
文件大小:
308.53 MB
文件数量:
37
创建日期:
2024-2-12 02:47
最后访问:
2024-5-15 00:29
访问标签:
FreeCourseWeb
com
Linkedin
-
Machine
Learning
and
AI
Foundations
-
Decision
Trees
with
KNIME
文件列表详情
~Get Your Files Here !/01 - Introduction/01 - The basics of decision trees.mp4 7.18 MB
~Get Your Files Here !/01 - Introduction/02 - What you should know.mp4 1.96 MB
~Get Your Files Here !/01 - Introduction/03 - How to use the practice files.mp4 4.52 MB
~Get Your Files Here !/02 - 1. Introducing Decision Trees/01 - What is a decision tree.mp4 7.2 MB
~Get Your Files Here !/02 - 1. Introducing Decision Trees/02 - The pros and cons of decision trees.mp4 10.06 MB
~Get Your Files Here !/02 - 1. Introducing Decision Trees/03 - Introducing KNIME.mp4 12.78 MB
~Get Your Files Here !/02 - 1. Introducing Decision Trees/04 - A quick review of machine learning basics with examples.mp4 20.28 MB
~Get Your Files Here !/02 - 1. Introducing Decision Trees/05 - An overview of decision tree algorithms.mp4 12.49 MB
~Get Your Files Here !/03 - 2. Introducing the C5.0 Algorithm/01 - Ross Quinlan, ID3, C4.5, and C5.0.mp4 5.68 MB
~Get Your Files Here !/03 - 2. Introducing the C5.0 Algorithm/02 - Understanding the entropy calculation.mp4 11.72 MB
~Get Your Files Here !/03 - 2. Introducing the C5.0 Algorithm/03 - How C4.5 handles missing data.mp4 5.97 MB
~Get Your Files Here !/03 - 2. Introducing the C5.0 Algorithm/04 - The Give Me Some Credit data set.mp4 7.94 MB
~Get Your Files Here !/03 - 2. Introducing the C5.0 Algorithm/05 - Working with the prebuilt example.mp4 15.95 MB
~Get Your Files Here !/03 - 2. Introducing the C5.0 Algorithm/06 - KNIME settings for C4.5.mp4 8.62 MB
~Get Your Files Here !/03 - 2. Introducing the C5.0 Algorithm/07 - How C4.5 handles nominal variables.mp4 7.4 MB
~Get Your Files Here !/03 - 2. Introducing the C5.0 Algorithm/08 - How C4.5 handles continuous variables.mp4 4.18 MB
~Get Your Files Here !/03 - 2. Introducing the C5.0 Algorithm/09 - Equal size sampling.mp4 6.42 MB
~Get Your Files Here !/03 - 2. Introducing the C5.0 Algorithm/10 - A quick look at the complete C4.5 tree.mp4 6.44 MB
~Get Your Files Here !/03 - 2. Introducing the C5.0 Algorithm/11 - Evaluating the accuracy of your C4.5 tree.mp4 9.29 MB
~Get Your Files Here !/03 - 2. Introducing the C5.0 Algorithm/12 - When to turn off pruning.mp4 16.45 MB
~Get Your Files Here !/04 - 3. Introducing Classification Trees/01 - Introducing Leo Breiman and CART.mp4 11.64 MB
~Get Your Files Here !/04 - 3. Introducing Classification Trees/02 - What is the Gini coefficient.mp4 6.95 MB
~Get Your Files Here !/04 - 3. Introducing Classification Trees/03 - How CART handles missing data using surrogates.mp4 9.77 MB
~Get Your Files Here !/04 - 3. Introducing Classification Trees/04 - Changing the settings in KNIME.mp4 7.82 MB
~Get Your Files Here !/04 - 3. Introducing Classification Trees/05 - How CART handles nominal variables.mp4 4.61 MB
~Get Your Files Here !/04 - 3. Introducing Classification Trees/06 - A quick look at the complete CART tree.mp4 7.15 MB
~Get Your Files Here !/04 - 3. Introducing Classification Trees/07 - Evaluating the accuracy of your CART tree.mp4 3.41 MB
~Get Your Files Here !/05 - 4. Introducing Regression Trees/01 - MPG data set.mp4 4.52 MB
~Get Your Files Here !/05 - 4. Introducing Regression Trees/02 - The regression tree prebuilt example.mp4 11.99 MB
~Get Your Files Here !/05 - 4. Introducing Regression Trees/03 - The math behind regression trees.mp4 4 MB
~Get Your Files Here !/05 - 4. Introducing Regression Trees/04 - How RT handles nominal variables.mp4 11.11 MB
~Get Your Files Here !/05 - 4. Introducing Regression Trees/05 - Ordinal variable handling.mp4 10.08 MB
~Get Your Files Here !/05 - 4. Introducing Regression Trees/06 - Closer look at a full regression tree.mp4 9.08 MB
~Get Your Files Here !/05 - 4. Introducing Regression Trees/07 - KNIME's missing data options for regression trees.mp4 7.67 MB
~Get Your Files Here !/05 - 4. Introducing Regression Trees/08 - Line plot.mp4 7.93 MB
~Get Your Files Here !/05 - 4. Introducing Regression Trees/09 - Accuracy.mp4 6.59 MB
~Get Your Files Here !/06 - Conclusion/01 - Next steps.mp4 1.71 MB
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