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【影视】 [ DevCourseWeb.com ] Udemy - Unlocking the Secrets of Data - Unsupervised Learning with R

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~Get Your Files Here !/2. Unsupervised Learning Clustering/5. Using Hierarchical Clustering in R.mp4 289.9 MB
~Get Your Files Here !/2. Unsupervised Learning Clustering/3. Getting and Loading the College Scorecard Data.mp4 174.3 MB
~Get Your Files Here !/2. Unsupervised Learning Clustering/4. Scaling The Data - Required for Clustering Analyses.mp4 169.7 MB
~Get Your Files Here !/2. Unsupervised Learning Clustering/7. Cluster Validity.mp4 136.1 MB
~Get Your Files Here !/2. Unsupervised Learning Clustering/1. Introduction to Clustering.mp4 123.5 MB
~Get Your Files Here !/2. Unsupervised Learning Clustering/6. Running a kMeans Clustering Analysis in R.mp4 116.7 MB
~Get Your Files Here !/3. Unsupervised Learning Dimensionality Reduction/3. PCA in R - Part 1.mp4 103.8 MB
~Get Your Files Here !/2. Unsupervised Learning Clustering/2. Example of using College Scorecard Data - from Industry.mp4 98.9 MB
~Get Your Files Here !/4. Unsupervised Learning Association Rule Mining (aka Market Basket Analysis)/4. Cleaning and Preparing Data for Frequent Itemset Mining and Association Rules.mp4 89.3 MB
~Get Your Files Here !/3. Unsupervised Learning Dimensionality Reduction/1. Introduction to Dimensionality Reduction.mp4 82.3 MB
~Get Your Files Here !/3. Unsupervised Learning Dimensionality Reduction/4. PCA in R - Part 2.mp4 80.8 MB
~Get Your Files Here !/4. Unsupervised Learning Association Rule Mining (aka Market Basket Analysis)/5. Frequent Itemsets.mp4 74.2 MB
~Get Your Files Here !/3. Unsupervised Learning Dimensionality Reduction/2. Feature Removal of Highly Correlated Features.mp4 73.9 MB
~Get Your Files Here !/1. Introduction/2. Instructor Welcome.mp4 68.0 MB
~Get Your Files Here !/4. Unsupervised Learning Association Rule Mining (aka Market Basket Analysis)/3. Measuring Results of Association Rules.mp4 54.8 MB
~Get Your Files Here !/4. Unsupervised Learning Association Rule Mining (aka Market Basket Analysis)/2. Introduction to Frequent Itemset Mining and Association Rule Mining - Part 2.mp4 53.2 MB
~Get Your Files Here !/1. Introduction/5. Getting Data Sets.mp4 53.2 MB
~Get Your Files Here !/4. Unsupervised Learning Association Rule Mining (aka Market Basket Analysis)/7. Sorting Itemsets and Rules.mp4 50.3 MB
~Get Your Files Here !/4. Unsupervised Learning Association Rule Mining (aka Market Basket Analysis)/6. Association Rules.mp4 48.1 MB
~Get Your Files Here !/4. Unsupervised Learning Association Rule Mining (aka Market Basket Analysis)/1. Introduction to Frequent Itemset Mining and Association Rule Mining - Part 1.mp4 46.4 MB

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【影视】 [FreeCourseSite.com] Udemy - Unsupervised Deep Learning in Python

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12. Appendix/3. Windows-Focused Environment Setup 2018.mp4 195.4 MB
9. Applications to Recommender Systems/9. Recommender RBM Code pt 3.mp4 134.8 MB
9. Applications to Recommender Systems/5. AutoRec in Code.mp4 107.3 MB
10. Basics Review/4. (Review) Tensorflow Neural Network in Code.mp4 102.1 MB
10. Basics Review/1. (Review) Theano Basics.mp4 98.0 MB
10. Basics Review/2. (Review) Theano Neural Network in Code.mp4 91.3 MB
9. Applications to Recommender Systems/10. Recommender RBM Code Speedup.vtt 87.0 MB
9. Applications to Recommender Systems/10. Recommender RBM Code Speedup.mp4 87.0 MB
10. Basics Review/3. (Review) Tensorflow Basics.mp4 85.4 MB
12. Appendix/9. Proof that using Jupyter Notebook is the same as not using it.vtt 82.1 MB
12. Appendix/9. Proof that using Jupyter Notebook is the same as not using it.mp4 82.1 MB
9. Applications to Recommender Systems/7. Recommender RBM Code pt 1.mp4 73.8 MB
9. Applications to Recommender Systems/1. Recommender Systems Section Introduction.mp4 71.5 MB
10. Basics Review/6. (Review) Keras in Code pt 1.mp4 69.4 MB
2. Principal Components Analysis/9. PCA Application Naive Bayes.mp4 56.3 MB
2. Principal Components Analysis/3. Why does PCA work (PCA derivation).mp4 53.8 MB
2. Principal Components Analysis/2. How does PCA work.mp4 53.4 MB
5. Restricted Boltzmann Machines/6. Training an RBM (part 1).mp4 51.5 MB
9. Applications to Recommender Systems/4. AutoRec.mp4 51.3 MB
5. Restricted Boltzmann Machines/10. RBM in Code (Theano) with Greedy Layer-Wise Training on MNIST.mp4 50.1 MB

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【影视】 Unsupervised Machine Learning with Python

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[TutsNode.com] - Unsupervised Machine Learning with Python/7. Gaussian Mixture Model Clustering/6. Section 7.4 Gaussian Mixture Model Code Walkthrough.mp4 294.2 MB
[TutsNode.com] - Unsupervised Machine Learning with Python/4. Hierarchical Clustering/4. Section 4.3 Hierarchical Clustering Code Walkthrough.mp4 247.4 MB
[TutsNode.com] - Unsupervised Machine Learning with Python/6. K Means Clustering/4. Section 6.3 K Means Code Walkthrough.mp4 207.9 MB
[TutsNode.com] - Unsupervised Machine Learning with Python/2. Python Demos/2. Section 2.1 Numpy Basic Demos.mp4 195.4 MB
[TutsNode.com] - Unsupervised Machine Learning with Python/10. Case Studies/6. Section 10.4 Clustering for BBC Text Dataset.mp4 195.0 MB
[TutsNode.com] - Unsupervised Machine Learning with Python/10. Case Studies/2. Section 10.2 Clustering for Iris Flower Dataset.mp4 186.5 MB
[TutsNode.com] - Unsupervised Machine Learning with Python/5. DBSCAN Clustering/4. Section 5.3 DBSCAN Code Walkthrough.mp4 183.2 MB
[TutsNode.com] - Unsupervised Machine Learning with Python/2. Python Demos/8. Section 2.4 Matplotlib Cluster Plot and Animation Demo.mp4 169.8 MB
[TutsNode.com] - Unsupervised Machine Learning with Python/9. Dimension Reduction/7. Section 9.4 PCA Applied to MNIST Digits Dataset.mp4 164.3 MB
[TutsNode.com] - Unsupervised Machine Learning with Python/8. Comparison of Clustering Algorithms/1. Section 8.1 Metrics for Measuring Quality of Clustering.mp4 153.4 MB
[TutsNode.com] - Unsupervised Machine Learning with Python/9. Dimension Reduction/2. Section 9.1 Principal Component Analysis Algorithm.mp4 148.1 MB
[TutsNode.com] - Unsupervised Machine Learning with Python/10. Case Studies/4. Section 10.3 Clustering for MNIST Digits Dataset.mp4 131.8 MB
[TutsNode.com] - Unsupervised Machine Learning with Python/7. Gaussian Mixture Model Clustering/1. Section 7.1 Normal Distribution Probability Density Function.mp4 130.6 MB
[TutsNode.com] - Unsupervised Machine Learning with Python/8. Comparison of Clustering Algorithms/3. Section 8.2 Comparison of Algorithms.mp4 120.3 MB
[TutsNode.com] - Unsupervised Machine Learning with Python/10. Case Studies/1. Section 10.1 Clustering Quality Metrics.mp4 118.4 MB
[TutsNode.com] - Unsupervised Machine Learning with Python/3. Review of Mathematical Concepts/8. Section 3.4 Singular Value Decomposition.mp4 108.8 MB
[TutsNode.com] - Unsupervised Machine Learning with Python/9. Dimension Reduction/5. Section 9.3 Principal Component Analysis Code Walkthrough.mp4 107.2 MB
[TutsNode.com] - Unsupervised Machine Learning with Python/3. Review of Mathematical Concepts/2. Section 3.1 What is Data in Unsupervised Learning.mp4 105.7 MB
[TutsNode.com] - Unsupervised Machine Learning with Python/1. Introduction/3. Section 1.3 Course Resources and Set Up.mp4 103.4 MB
[TutsNode.com] - Unsupervised Machine Learning with Python/4. Hierarchical Clustering/3. Section 4.2 Hierarchical Clustering Code Design.mp4 103.0 MB

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【影视】 [FreeCoursesOnline.Me] [Packt] Unsupervised Clustering in Mesos [Integrated Course] [FCO]

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00003 Exploratory_Data_Analysis.mp4 83.8 MB
00010 Extreme_Learning_Machine.mp4 51.9 MB
00011 The_SuperEnsemble.mp4 48.5 MB
00013 Simulated_Annealing.mp4 48.3 MB
00017 MLP_versus_DLVQ_versus_Jordan_versus_Elman.mp4 47.1 MB
00012 Genetic_Algorithms.mp4 45.3 MB
00016 Keras_and_TensorFlow.mp4 43.6 MB
00004 Outlier_Detection.mp4 40.5 MB
00009 Stacking.mp4 33.2 MB
00002 Mesos_Initial_Setup.mp4 32.2 MB
00005 Sample_Selection_and_Dimensionality_Reduction.mp4 31.1 MB
00015 Self-Control_and_Self-Training.mp4 29.9 MB
00019 Prioritizing_Attention.mp4 29.4 MB
00008 Continuous_Prediction.mp4 28.9 MB
00006 Creating_Training_and_Testing_a_model_of_Neural_Networks.mp4 28.2 MB
00018 Error_Correction_and_Boltzmann_Rule.mp4 27.2 MB
00014 Grafana_with_Webhook.mp4 18.4 MB
00007 Bayesian_Hyper-Parameterization.mp4 18.1 MB
00001 The_Course_Overview.mp4 2.1 MB
Discuss.FreeTutorials.Us.html 169.7 kB

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【影视】 Udemy - Unsupervised Deep Learning in Python - TUTSEM

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01 Introduction and Outline/001 Introduction and Outline.mp4 3.4 MB
01 Introduction and Outline/002 Where does this course fit into your deep learning studies.mp4 5.4 MB
01 Introduction and Outline/003 How to Succeed in this Course.mp4 10.0 MB
02 Principal Components Analysis/004 What does PCA do.mp4 12.1 MB
02 Principal Components Analysis/005 PCA derivation.mp4 7.0 MB
02 Principal Components Analysis/006 MNIST visualization finding the optimal number of principal components.mp4 9.8 MB
02 Principal Components Analysis/007 PCA objective function.mp4 3.9 MB
03 t-SNE t-distributed Stochastic Neighbor Embedding/008 t-SNE Theory.mp4 8.3 MB
03 t-SNE t-distributed Stochastic Neighbor Embedding/009 t-SNE on the Donut.mp4 15.8 MB
03 t-SNE t-distributed Stochastic Neighbor Embedding/010 t-SNE on XOR.mp4 9.8 MB
03 t-SNE t-distributed Stochastic Neighbor Embedding/011 t-SNE on MNIST.mp4 4.6 MB
04 Autoencoders/012 Autoencoders.mp4 6.1 MB
04 Autoencoders/013 Denoising Autoencoders.mp4 3.6 MB
04 Autoencoders/014 Stacked Autoencoders.mp4 6.9 MB
04 Autoencoders/015 Writing the autoencoder class in code Theano.mp4 40.4 MB
04 Autoencoders/016 Testing our Autoencoder Theano.mp4 11.9 MB

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【影视】 [freecourse.pro]-Data Science in Python Unsupervised Learning (2024-5)

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Udemy - Data Science in Python Unsupervised Learning (2024-5)/5. Clustering/36. DEMO DBSCAN and Silhouette Score in Python.mp4 147.8 MB
Udemy - Data Science in Python Unsupervised Learning (2024-5)/6. PROJECT Clustering Clients/4. SOLUTION Hierarchical Clustering.mp4 137.5 MB
Udemy - Data Science in Python Unsupervised Learning (2024-5)/6. PROJECT Clustering Clients/3. SOLUTION K-Means Clustering.mp4 118.3 MB
Udemy - Data Science in Python Unsupervised Learning (2024-5)/5. Clustering/23. SOLUTION Selecting the Best K-Means Model.mp4 117.4 MB
Udemy - Data Science in Python Unsupervised Learning (2024-5)/5. Clustering/42. DEMO Label Unseen Data.mp4 109.6 MB
Udemy - Data Science in Python Unsupervised Learning (2024-5)/10. PROJECT Recommending Restaurants/3. SOLUTION TruncatedSVD.mp4 103.2 MB
Udemy - Data Science in Python Unsupervised Learning (2024-5)/5. Clustering/29. DEMO Cluster Maps in Python.mp4 97.0 MB
Udemy - Data Science in Python Unsupervised Learning (2024-5)/7. Anomaly Detection/10. SOLUTION Isolation Forests.mp4 95.3 MB
Udemy - Data Science in Python Unsupervised Learning (2024-5)/8. Dimensionality Reduction/12. DEMO Interpreting PCA.mp4 86.6 MB
Udemy - Data Science in Python Unsupervised Learning (2024-5)/12. Final Project/2. SOLUTION Data Prep & EDA.mp4 86.0 MB
Udemy - Data Science in Python Unsupervised Learning (2024-5)/5. Clustering/21. DEMO Selecting the Best Model.mp4 85.0 MB
Udemy - Data Science in Python Unsupervised Learning (2024-5)/5. Clustering/19. SOLUTION Tuning a K-Means Model.mp4 82.4 MB
Udemy - Data Science in Python Unsupervised Learning (2024-5)/5. Clustering/25. Dendrograms in Python.mp4 79.1 MB
Udemy - Data Science in Python Unsupervised Learning (2024-5)/8. Dimensionality Reduction/17. T-SNE.mp4 78.8 MB
Udemy - Data Science in Python Unsupervised Learning (2024-5)/6. PROJECT Clustering Clients/6. SOLUTION Compare, Recommend and Predict.mp4 71.8 MB
Udemy - Data Science in Python Unsupervised Learning (2024-5)/8. Dimensionality Reduction/22. DEMO Dimensionality Reduction and Clustering.mp4 64.4 MB
Udemy - Data Science in Python Unsupervised Learning (2024-5)/5. Clustering/13. DEMO Plotting Inertia in Python.mp4 61.5 MB
Udemy - Data Science in Python Unsupervised Learning (2024-5)/5. Clustering/6. Visualizing K-Means Clustering.mp4 59.4 MB
Udemy - Data Science in Python Unsupervised Learning (2024-5)/8. Dimensionality Reduction/14. SOLUTION Interpreting PCA.mp4 59.3 MB
Udemy - Data Science in Python Unsupervised Learning (2024-5)/8. Dimensionality Reduction/18. T-SNE in Python.mp4 58.9 MB

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【影视】 [ TutGee.com ] Udemy - Machine Learning for BI, PART 4 - Unsupervised Learning

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~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
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~Get Your Files Here !/03 - Clustering & Segmentation/007 Intro to Hierarchical Clustering.mp4 13.3 MB
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【影视】 [ FreeCourseWeb.com ] Udemy - Unsupervised Machine Learning with 2 Capstone ML Projects

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~Get Your Files Here !/2. Introduction to Dimensionality Reduction/12. Introduction to Principal Component Analysis.mp4 77.3 MB
~Get Your Files Here !/3. Optimizing Crop Production/4. Performing Descriptive Statistics.mp4 77.0 MB
~Get Your Files Here !/1. Introduction to Clustering Analysis/7. Implementing K Means on the Mall Dataset.mp4 75.1 MB
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