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最近下载：2025-05-14
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文档列表

~Get Your Files Here !/03 - Clustering & Segmentation/006 CASE STUDY K-Means.mp4 92.5 MB
~Get Your Files Here !/05 - Outlier Detection/005 CASE STUDY Cross-Sectional Outlier.mp4 57.5 MB
~Get Your Files Here !/04 - Association Mining & Basket Analysis/008 CASE STUDY Apriori.mp4 55.0 MB
~Get Your Files Here !/04 - Association Mining & Basket Analysis/010 CASE STUDY Markov Chains.mp4 30.0 MB
~Get Your Files Here !/01 - Getting Started/001 Course Structure & Outline.mp4 29.9 MB
~Get Your Files Here !/04 - Association Mining & Basket Analysis/009 Markov Chains.mp4 26.0 MB
~Get Your Files Here !/04 - Association Mining & Basket Analysis/004 Basket Analysis Examples.mp4 24.7 MB
~Get Your Files Here !/05 - Outlier Detection/004 Cross-Sectional Outlier Example.mp4 22.4 MB
~Get Your Files Here !/04 - Association Mining & Basket Analysis/006 Infrequent Itemsets.mp4 19.7 MB
~Get Your Files Here !/01 - Getting Started/004 Machine-Learning-Part-4-Unsupervised.pdf 17.9 MB
~Get Your Files Here !/03 - Clustering & Segmentation/003 Intro to K-Means.mp4 15.9 MB
~Get Your Files Here !/06 - Dimensionality Reduction/005 Interpreting Components.mp4 15.8 MB
~Get Your Files Here !/05 - Outlier Detection/007 Time-Series Outlier Example.mp4 15.4 MB
~Get Your Files Here !/06 - Dimensionality Reduction/002 Dimensionality Reduction Basics.mp4 15.1 MB
~Get Your Files Here !/06 - Dimensionality Reduction/004 PCA Example.mp4 14.9 MB
~Get Your Files Here !/06 - Dimensionality Reduction/006 Scree Plots.mp4 14.6 MB
~Get Your Files Here !/03 - Clustering & Segmentation/007 Intro to Hierarchical Clustering.mp4 13.3 MB
~Get Your Files Here !/01 - Getting Started/005 Setting Expectations.mp4 12.1 MB
~Get Your Files Here !/05 - Outlier Detection/003 Cross-Sectional Outliers.mp4 11.7 MB
~Get Your Files Here !/03 - Clustering & Segmentation/004 WSS & Elbow Plots.mp4 11.2 MB
~Get Your Files Here !/02 - Intro to Unsupervised ML/001 Supervised vs. Unsupervised Learning.mp4 11.0 MB
~Get Your Files Here !/03 - Clustering & Segmentation/002 Clustering Basics.mp4 10.9 MB
~Get Your Files Here !/05 - Outlier Detection/002 Outlier Detection Basics.mp4 10.6 MB
~Get Your Files Here !/03 - Clustering & Segmentation/009 Hierarchical Clustering FAQs.mp4 9.9 MB
~Get Your Files Here !/02 - Intro to Unsupervised ML/003 Unsupervised ML Workflow.mp4 9.5 MB
~Get Your Files Here !/04 - Association Mining & Basket Analysis/003 The Apriori Algorithm.mp4 9.4 MB
~Get Your Files Here !/03 - Clustering & Segmentation/008 Anatomy of a Dendrogram.mp4 9.0 MB
~Get Your Files Here !/05 - Outlier Detection/006 Time-Series Outliers.mp4 8.9 MB
~Get Your Files Here !/04 - Association Mining & Basket Analysis/011 KEY TAKEAWAYS Association Mining.mp4 8.9 MB
~Get Your Files Here !/04 - Association Mining & Basket Analysis/007 Multiple Item Sets.mp4 8.2 MB
~Get Your Files Here !/06 - Dimensionality Reduction/003 Principle Component Analysis.mp4 8.2 MB
~Get Your Files Here !/05 - Outlier Detection/001 Introduction.mp4 8.0 MB
~Get Your Files Here !/04 - Association Mining & Basket Analysis/002 Association Mining Basics.mp4 8.0 MB
~Get Your Files Here !/03 - Clustering & Segmentation/010 KEY TAKEAWAYS Clustering & Segmentation.mp4 7.6 MB
~Get Your Files Here !/02 - Intro to Unsupervised ML/002 Common Unsupervised Techniques.mp4 7.5 MB
~Get Your Files Here !/04 - Association Mining & Basket Analysis/005 Minimum Support Thresholds.mp4 7.3 MB
~Get Your Files Here !/02 - Intro to Unsupervised ML/004 Feature Engineering.mp4 7.0 MB
~Get Your Files Here !/03 - Clustering & Segmentation/005 K-Means FAQs.mp4 6.9 MB
~Get Your Files Here !/06 - Dimensionality Reduction/008 KEY TAKEAWAYS Dimensionality Reduction.mp4 6.5 MB
~Get Your Files Here !/02 - Intro to Unsupervised ML/005 KEY TAKEAWAYS Intro to Unsupervised ML.mp4 6.4 MB
~Get Your Files Here !/05 - Outlier Detection/008 KEY TAKEAWAYS Outlier Detection.mp4 6.3 MB
~Get Your Files Here !/06 - Dimensionality Reduction/007 Advanced Techniques.mp4 5.3 MB
~Get Your Files Here !/03 - Clustering & Segmentation/001 Introduction.mp4 4.7 MB
~Get Your Files Here !/04 - Association Mining & Basket Analysis/001 Introduction.mp4 4.4 MB
~Get Your Files Here !/01 - Getting Started/004 Maven-ML-Demos-Part-4.xlsx 3.6 MB
~Get Your Files Here !/07 - Wrapping Up/001 Series Conclusion.mp4 3.5 MB
~Get Your Files Here !/06 - Dimensionality Reduction/001 Introduction.mp4 2.7 MB
~Get Your Files Here !/01 - Getting Started/003 About This Series.mp4 2.3 MB
~Get Your Files Here !/03 - Clustering & Segmentation/006 CASE STUDY K-Means_en.srt 17.4 kB
~Get Your Files Here !/04 - Association Mining & Basket Analysis/008 CASE STUDY Apriori_en.srt 11.0 kB
~Get Your Files Here !/05 - Outlier Detection/005 CASE STUDY Cross-Sectional Outlier_en.srt 8.7 kB
~Get Your Files Here !/07 - Wrapping Up/002 BONUS LECTURE.html 8.2 kB
~Get Your Files Here !/04 - Association Mining & Basket Analysis/009 Markov Chains_en.srt 7.2 kB
~Get Your Files Here !/04 - Association Mining & Basket Analysis/004 Basket Analysis Examples_en.srt 7.0 kB
~Get Your Files Here !/04 - Association Mining & Basket Analysis/010 CASE STUDY Markov Chains_en.srt 6.4 kB
~Get Your Files Here !/03 - Clustering & Segmentation/003 Intro to K-Means_en.srt 5.1 kB
~Get Your Files Here !/03 - Clustering & Segmentation/007 Intro to Hierarchical Clustering_en.srt 5.0 kB
~Get Your Files Here !/01 - Getting Started/002 READ ME Important Notes for New Students.html 4.9 kB
~Get Your Files Here !/04 - Association Mining & Basket Analysis/006 Infrequent Itemsets_en.srt 4.8 kB
~Get Your Files Here !/05 - Outlier Detection/004 Cross-Sectional Outlier Example_en.srt 4.4 kB
~Get Your Files Here !/06 - Dimensionality Reduction/005 Interpreting Components_en.srt 3.6 kB
~Get Your Files Here !/06 - Dimensionality Reduction/006 Scree Plots_en.srt 3.5 kB
~Get Your Files Here !/03 - Clustering & Segmentation/004 WSS & Elbow Plots_en.srt 3.4 kB
~Get Your Files Here !/06 - Dimensionality Reduction/004 PCA Example_en.srt 3.4 kB
~Get Your Files Here !/05 - Outlier Detection/007 Time-Series Outlier Example_en.srt 3.3 kB
~Get Your Files Here !/06 - Dimensionality Reduction/002 Dimensionality Reduction Basics_en.srt 3.3 kB
~Get Your Files Here !/01 - Getting Started/005 Setting Expectations_en.srt 3.1 kB
~Get Your Files Here !/01 - Getting Started/001 Course Structure & Outline_en.srt 3.0 kB
~Get Your Files Here !/05 - Outlier Detection/003 Cross-Sectional Outliers_en.srt 2.9 kB
~Get Your Files Here !/03 - Clustering & Segmentation/002 Clustering Basics_en.srt 2.9 kB
~Get Your Files Here !/03 - Clustering & Segmentation/008 Anatomy of a Dendrogram_en.srt 2.9 kB
~Get Your Files Here !/02 - Intro to Unsupervised ML/001 Supervised vs. Unsupervised Learning_en.srt 2.9 kB
~Get Your Files Here !/05 - Outlier Detection/002 Outlier Detection Basics_en.srt 2.9 kB
~Get Your Files Here !/03 - Clustering & Segmentation/009 Hierarchical Clustering FAQs_en.srt 2.8 kB
~Get Your Files Here !/02 - Intro to Unsupervised ML/003 Unsupervised ML Workflow_en.srt 2.6 kB
~Get Your Files Here !/04 - Association Mining & Basket Analysis/007 Multiple Item Sets_en.srt 2.6 kB
~Get Your Files Here !/05 - Outlier Detection/006 Time-Series Outliers_en.srt 2.3 kB
~Get Your Files Here !/02 - Intro to Unsupervised ML/002 Common Unsupervised Techniques_en.srt 2.1 kB
~Get Your Files Here !/04 - Association Mining & Basket Analysis/003 The Apriori Algorithm_en.srt 2.1 kB
~Get Your Files Here !/04 - Association Mining & Basket Analysis/011 KEY TAKEAWAYS Association Mining_en.srt 2.1 kB
~Get Your Files Here !/03 - Clustering & Segmentation/010 KEY TAKEAWAYS Clustering & Segmentation_en.srt 2.0 kB
~Get Your Files Here !/04 - Association Mining & Basket Analysis/002 Association Mining Basics_en.srt 2.0 kB
~Get Your Files Here !/02 - Intro to Unsupervised ML/004 Feature Engineering_en.srt 2.0 kB
~Get Your Files Here !/06 - Dimensionality Reduction/003 Principle Component Analysis_en.srt 2.0 kB
~Get Your Files Here !/02 - Intro to Unsupervised ML/005 KEY TAKEAWAYS Intro to Unsupervised ML_en.srt 2.0 kB
~Get Your Files Here !/05 - Outlier Detection/001 Introduction_en.srt 1.9 kB
~Get Your Files Here !/03 - Clustering & Segmentation/005 K-Means FAQs_en.srt 1.9 kB
~Get Your Files Here !/04 - Association Mining & Basket Analysis/005 Minimum Support Thresholds_en.srt 1.6 kB
~Get Your Files Here !/06 - Dimensionality Reduction/008 KEY TAKEAWAYS Dimensionality Reduction_en.srt 1.5 kB
~Get Your Files Here !/03 - Clustering & Segmentation/001 Introduction_en.srt 1.5 kB
~Get Your Files Here !/05 - Outlier Detection/008 KEY TAKEAWAYS Outlier Detection_en.srt 1.4 kB
~Get Your Files Here !/06 - Dimensionality Reduction/007 Advanced Techniques_en.srt 1.4 kB
~Get Your Files Here !/04 - Association Mining & Basket Analysis/001 Introduction_en.srt 1.2 kB
~Get Your Files Here !/07 - Wrapping Up/001 Series Conclusion_en.srt 930 Bytes
~Get Your Files Here !/01 - Getting Started/004 DOWNLOAD Course Resources.html 784 Bytes
~Get Your Files Here !/06 - Dimensionality Reduction/001 Introduction_en.srt 687 Bytes
~Get Your Files Here !/01 - Getting Started/003 About This Series_en.srt 442 Bytes
~Get Your Files Here !/Bonus Resources.txt 386 Bytes
Get Bonus Downloads Here.url 176 Bytes

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