Magnetz

Title: Linkedin - Machine Learning and AI FoundationsGroup: NOGRPSource: Linkedin

Info Hash

B68A5C879EF9D3F50DC9D0EC319F5BA21516067B

Source

Unverified

Total Size

311.01 MB

Total Files

79

Seeders

1

Leechers

1

Health

0.50

Score

3

Type

Bookware

File List

File	Size
Get Bonus Downloads Here.url	183 B
~Get Your Files Here !/01 - Introduction/01 - The basics of decision trees.mp4	7.18 MB
~Get Your Files Here !/01 - Introduction/01 - The basics of decision trees.srt	2.13 KB
~Get Your Files Here !/01 - Introduction/02 - What you should know.mp4	1.96 MB
~Get Your Files Here !/01 - Introduction/02 - What you should know.srt	1.56 KB
~Get Your Files Here !/01 - Introduction/03 - How to use the practice files.mp4	4.52 MB
~Get Your Files Here !/01 - Introduction/03 - How to use the practice files.srt	2.21 KB
~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/01 - What is a decision tree.srt	4.93 KB
~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/02 - The pros and cons of decision trees.srt	8.11 KB
~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/03 - Introducing KNIME.srt	6.02 KB
~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/04 - A quick review of machine learning basics with examples.srt	10.36 KB
~Get Your Files Here !/02 - 1. Introducing Decision Trees/05 - An overview of decision tree algorithms.mp4	12.49 MB
~Get Your Files Here !/02 - 1. Introducing Decision Trees/05 - An overview of decision tree algorithms.srt	5.75 KB
~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/01 - Ross Quinlan, ID3, C4.5, and C5.0.srt	3.61 KB
~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/02 - Understanding the entropy calculation.srt	9.15 KB
~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/03 - How C4.5 handles missing data.srt	4.4 KB
~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/04 - The Give Me Some Credit data set.srt	4.63 KB
~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/05 - Working with the prebuilt example.srt	8.82 KB
~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/06 - KNIME settings for C4.5.srt	4.89 KB
~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/07 - How C4.5 handles nominal variables.srt	3.64 KB
~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/08 - How C4.5 handles continuous variables.srt	2.32 KB
~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/09 - Equal size sampling.srt	3.32 KB
~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/10 - A quick look at the complete C4.5 tree.srt	4.33 KB
~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/11 - Evaluating the accuracy of your C4.5 tree.srt	4.4 KB
~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 !/03 - 2. Introducing the C5.0 Algorithm/12 - When to turn off pruning.srt	8.61 KB
~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/01 - Introducing Leo Breiman and CART.srt	5.92 KB
~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/02 - What is the Gini coefficient.srt	3.97 KB
~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/03 - How CART handles missing data using surrogates.srt	8.04 KB
~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/04 - Changing the settings in KNIME.srt	4.52 KB
~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/05 - How CART handles nominal variables.srt	2.62 KB
~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/06 - A quick look at the complete CART tree.srt	3.63 KB
~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 !/04 - 3. Introducing Classification Trees/07 - Evaluating the accuracy of your CART tree.srt	2.03 KB
~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/01 - MPG data set.srt	1.91 KB
~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/02 - The regression tree prebuilt example.srt	6.32 KB
~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/03 - The math behind regression trees.srt	3.59 KB
~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/04 - How RT handles nominal variables.srt	6.47 KB
~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/05 - Ordinal variable handling.srt	5.43 KB
~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/06 - Closer look at a full regression tree.srt	5.26 KB
~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/07 - KNIME's missing data options for regression trees.srt	4.49 KB
~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/08 - Line plot.srt	3.83 KB
~Get Your Files Here !/05 - 4. Introducing Regression Trees/09 - Accuracy.mp4	6.59 MB
~Get Your Files Here !/05 - 4. Introducing Regression Trees/09 - Accuracy.srt	3.57 KB
~Get Your Files Here !/06 - Conclusion/01 - Next steps.mp4	1.71 MB
~Get Your Files Here !/06 - Conclusion/01 - Next steps.srt	1.63 KB
~Get Your Files Here !/Bonus Resources.txt	386 B
~Get Your Files Here !/Ex_Files_ML_and_AI_Foundations_Decision_Trees_KNIME/Exercise Files/Chapter_2_Example_for_Learning_a_Decision_Tree.knwf	787.17 KB
~Get Your Files Here !/Ex_Files_ML_and_AI_Foundations_Decision_Trees_KNIME/Exercise Files/Chapter_3_Example_for_Learning_a_Decision_Tree.knwf	787.15 KB
~Get Your Files Here !/Ex_Files_ML_and_AI_Foundations_Decision_Trees_KNIME/Exercise Files/Chapter_4_Example_for_Learning_a_Decision_Tree.knwf	787.15 KB

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