[FreeTutorials.Us] Udemy - machine-learning-course-with-python

Torrent Hash:
03705FE20E1D0BCA7E1938D98089710EC067E809
Number of Files:
176
Content Size:
2.94GB
Convert On:
2020-06-23
Magnet Link:
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File Name
Size
02 Getting Started with Anaconda/attached_files/008 Navigating the Spyder Jupyter Notebook Interface/0204.zip
42.29KB
02 Getting Started with Anaconda/attached_files/009 Downloading the IRIS Datasets/0205.zip
228.57KB
02 Getting Started with Anaconda/attached_files/010 Data Exploration and Analysis/0206.zip
44.72KB
02 Getting Started with Anaconda/attached_files/011 Presenting Your Data/0207.zip
1.05MB
03 Regression/attached_files/014 Working with Scikit-Learn/0303.zip
911.87KB
03 Regression/attached_files/015 Boston Housing Data - EDA/0304.zip
1.89MB
03 Regression/attached_files/016 Correlation Analysis and Feature Selection/0305.zip
2.13MB
03 Regression/attached_files/017 Simple Linear Regression Modelling with Boston Housing Data/0306.zip
2.57MB
03 Regression/attached_files/018 Robust Regression/0307.zip
2.75MB
03 Regression/attached_files/019 Evaluate Model Performance/0308.zip
2.98MB
03 Regression/attached_files/020 Multiple Regression with statsmodel/0309.zip
2.62MB
03 Regression/attached_files/021 Multiple Regression and Feature Importance/0310.zip
2.7MB
03 Regression/attached_files/022 Ordinary Least Square Regression and Gradient Descent/0311.zip
141.36KB
03 Regression/attached_files/023 Regularised Method for Regression/0312.zip
258.65KB
03 Regression/attached_files/024 Polynomial Regression/0313.zip
374.85KB
03 Regression/attached_files/025 Dealing with Non-linear relationships/0314.zip
180.73KB
03 Regression/attached_files/026 Feature Importance Revisited/0315.zip
225.86KB
03 Regression/attached_files/027 Data Pre-Processing 1/0316.zip
155.83KB
03 Regression/attached_files/028 Data Pre-Processing 2/0317.zip
156.89KB
03 Regression/attached_files/029 Variance Bias Trade Off - Validation Curve/0318.zip
528.12KB
03 Regression/attached_files/030 Variance Bias Trade Off - Learning Curve/0319.zip
716.5KB
03 Regression/attached_files/031 Cross Validation/0320.zip
94.74KB
04 Classification/attached_files/033 Logistic Regression 1/0403.zip
19.42KB
04 Classification/attached_files/034 Logistic Regression 2/0404.zip
20.07KB
04 Classification/attached_files/035 MNIST Project 1 - Introduction/0405.zip
565.83KB
04 Classification/attached_files/036 MNIST Project 2 - SGDClassifier/0406.zip
565.83KB
04 Classification/attached_files/037 MNIST Project 3 - Performance Measures/0407.zip
566.17KB
04 Classification/attached_files/038 MNIST Project 4 - Confusion Matrix Precision Recall and F1 Score/0408.zip
573.92KB
04 Classification/attached_files/039 MNIST Project 5 - Precision and Recall Tradeoff/0409.zip
630.15KB
04 Classification/attached_files/040 MNIST Project 6 - The ROC Curve/0410.zip
684.19KB
05 Support Vector Machine SVM/attached_files/043 Support Vector Machine SVM Concepts/0502.zip
218.57KB
05 Support Vector Machine SVM/attached_files/044 Linear SVM Classification/0503.zip
446.64KB
05 Support Vector Machine SVM/attached_files/045 Polynomial Kernel/0504.zip
491.12KB
05 Support Vector Machine SVM/attached_files/046 Gaussian Radial Basis Function/0505.zip
533.45KB
05 Support Vector Machine SVM/attached_files/047 Support Vector Regression/0506.zip
573.08KB
06 Tree/attached_files/050 What is Decision Tree/0602.zip
113.33KB
06 Tree/attached_files/051 Training a Decision Tree/0603.zip
113.71KB
06 Tree/attached_files/052 Visualising a Decision Trees/0604.zip
158.7KB
06 Tree/attached_files/053 Decision Tree Learning Algorithm/0605.zip
229.29KB
06 Tree/attached_files/054 Decision Tree Regression/0606.zip
277.9KB
06 Tree/attached_files/055 Overfitting and Grid Search/0607.zip
297.92KB
06 Tree/attached_files/056 Where to From Here/0608.zip
309.73KB
06 Tree/attached_files/057 Project HR - Loading and preprocesing data/0609.zip
63.35KB
06 Tree/attached_files/058 Project HR - Modelling/0610.zip
64.03KB
07 Ensemble Machine Learning/attached_files/060 Ensemble Learning Methods Introduction/0702.zip
2.22KB
07 Ensemble Machine Learning/attached_files/061 Bagging Part 1/0703.zip
7.64KB
07 Ensemble Machine Learning/attached_files/062 Bagging Part 2/0704.zip
8.08KB
07 Ensemble Machine Learning/attached_files/063 Random Forests/0705.zip
8.74KB
07 Ensemble Machine Learning/attached_files/064 Extra-Trees/0706.zip
9.1KB
07 Ensemble Machine Learning/attached_files/065 AdaBoost/0707.zip
8.83KB
07 Ensemble Machine Learning/attached_files/066 Gradient Boosting Machine/0708.zip
60.46KB
07 Ensemble Machine Learning/attached_files/067 XGBoost/0709.zip
2.94KB
07 Ensemble Machine Learning/attached_files/068 Project HR - Human Resources Analytics/0710.zip
126.73KB
07 Ensemble Machine Learning/attached_files/069 Ensemble of ensembles Part 1/0711.zip
3.66KB
07 Ensemble Machine Learning/attached_files/070 Ensemble of ensembles Part 2/0712.zip
5.35KB
08 k-Nearest Neighbours kNN/attached_files/072 kNN Concepts/0802.zip
1.52KB
08 k-Nearest Neighbours kNN/attached_files/073 kNN and Iris Dataset Demo/0803.zip
26.18KB
08 k-Nearest Neighbours kNN/attached_files/075 Project Cancer Detection Part 1/0805.zip
40.76KB
08 k-Nearest Neighbours kNN/attached_files/076 Project Cancer Detection Part 2/0806.zip
40.76KB
09 Dimensionality Reduction/attached_files/078 Dimensionality Reduction Concept/0902.zip
2.05KB
09 Dimensionality Reduction/attached_files/079 PCA Introduction/0903.zip
87.32KB
09 Dimensionality Reduction/attached_files/082 Project Abalone/09-Project-Abalone.zip
16.21KB
09 Dimensionality Reduction/attached_files/083 Project Wine 2 Choosing the Number of Components/0906.zip
106.05KB
09 Dimensionality Reduction/attached_files/084 Kernel PCA/0907.zip
108.17KB
09 Dimensionality Reduction/attached_files/085 Kernel PCA Demo/0908.zip
108.17KB
09 Dimensionality Reduction/attached_files/086 LDA Comparison between LDA and PCA/0909.zip
77.12KB
10 Unsupervised Learning Clustering/attached_files/088 Clustering Concepts/1002.zip
439.67KB
10 Unsupervised Learning Clustering/attached_files/089 MLextend/1003.zip
439.67KB
10 Unsupervised Learning Clustering/attached_files/090 Wards Agglomerative Hierarchical Clustering/1004.zip
439.67KB
10 Unsupervised Learning Clustering/attached_files/091 Truncating Dendrogram/1005.zip
439.67KB
10 Unsupervised Learning Clustering/attached_files/092 k-Means Clustering/1006.zip
439.67KB
10 Unsupervised Learning Clustering/attached_files/093 Elbow Method/1007.zip
439.67KB
10 Unsupervised Learning Clustering/attached_files/094 Silhouette Analysis/1008.zip
439.67KB
10 Unsupervised Learning Clustering/attached_files/095 Mean Shift/1009.zip
439.67KB
02 Getting Started with Anaconda/quizzes/001 Getting Started.html
10.88KB
03 Regression/quizzes/002 Machine Learning Basic Concepts.html
8.95KB
03 Regression/quizzes/003 Section 3.html
11.42KB
01 Introduction/001 What Does the Course Cover.mp4
9.88MB
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01 Introduction/002 How to Succeed in This Course.html
2.02KB
01 Introduction/003 Project Files.html
1.9KB
02 Getting Started with Anaconda/004 Windows OS Downloading Installing Anaconda.mp4
64.36MB
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02 Getting Started with Anaconda/005 Windows OS Managing Environment.mp4
18.82MB
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02 Getting Started with Anaconda/006 Mac OS Intructions on Installing Anaconda and Managing Environment.html
516B
02 Getting Started with Anaconda/007 Practice Activity Create a New Environment.html
737B
02 Getting Started with Anaconda/008 Navigating the Spyder Jupyter Notebook Interface.mp4
41.35MB
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02 Getting Started with Anaconda/009 Downloading the IRIS Datasets.mp4
10.49MB
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02 Getting Started with Anaconda/010 Data Exploration and Analysis.mp4
34.79MB
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02 Getting Started with Anaconda/011 Presenting Your Data.mp4
46.52MB
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03 Regression/012 Introduction.mp4
11.72MB
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03 Regression/013 Categories of Machine Learning.mp4
22.36MB
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03 Regression/014 Working with Scikit-Learn.mp4
45.94MB
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03 Regression/015 Boston Housing Data - EDA.mp4
61.46MB
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03 Regression/016 Correlation Analysis and Feature Selection.mp4
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03 Regression/017 Simple Linear Regression Modelling with Boston Housing Data.mp4
33.8MB
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03 Regression/018 Robust Regression.mp4
33.46MB
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03 Regression/019 Evaluate Model Performance.mp4
59.14MB
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03 Regression/020 Multiple Regression with statsmodel.mp4
59.64MB
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03 Regression/021 Multiple Regression and Feature Importance.mp4
44.66MB
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03 Regression/022 Ordinary Least Square Regression and Gradient Descent.mp4
50.03MB
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03 Regression/023 Regularised Method for Regression.mp4
47.81MB
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03 Regression/024 Polynomial Regression.mp4
43.81MB
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03 Regression/025 Dealing with Non-linear relationships.mp4
28.44MB
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03 Regression/026 Feature Importance Revisited.mp4
26.18MB
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03 Regression/027 Data Pre-Processing 1.mp4
34.92MB
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03 Regression/028 Data Pre-Processing 2.mp4
49.58MB
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03 Regression/029 Variance Bias Trade Off - Validation Curve.mp4
43.83MB
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03 Regression/030 Variance Bias Trade Off - Learning Curve.mp4
42.45MB
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03 Regression/031 Cross Validation.mp4
44.68MB
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04 Classification/032 Introduction.mp4
7.91MB
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04 Classification/033 Logistic Regression 1.mp4
26.93MB
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04 Classification/034 Logistic Regression 2.mp4
41.75MB
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04 Classification/035 MNIST Project 1 - Introduction.mp4
34.55MB
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04 Classification/036 MNIST Project 2 - SGDClassifier.mp4
25.47MB
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04 Classification/037 MNIST Project 3 - Performance Measures.mp4
26.4MB
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04 Classification/038 MNIST Project 4 - Confusion Matrix Precision Recall and F1 Score.mp4
46.08MB
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04 Classification/039 MNIST Project 5 - Precision and Recall Tradeoff.mp4
43.91MB
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04 Classification/040 MNIST Project 6 - The ROC Curve.mp4
33.78MB
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04 Classification/041 MNIST Exercise.html
826B
05 Support Vector Machine SVM/042 Introduction.mp4
4.72MB
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05 Support Vector Machine SVM/043 Support Vector Machine SVM Concepts.mp4
51.8MB
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05 Support Vector Machine SVM/044 Linear SVM Classification.mp4
31.57MB
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05 Support Vector Machine SVM/045 Polynomial Kernel.mp4
50.31MB
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05 Support Vector Machine SVM/046 Gaussian Radial Basis Function.mp4
44.8MB
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05 Support Vector Machine SVM/047 Support Vector Regression.mp4
17.39MB
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05 Support Vector Machine SVM/048 Advantages and Disadvantages of SVM.mp4
13.11MB
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06 Tree/049 Introduction.mp4
5.58MB
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06 Tree/050 What is Decision Tree.mp4
34.07MB
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06 Tree/051 Training a Decision Tree.mp4
16.59MB
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06 Tree/052 Visualising a Decision Trees.mp4
55.25MB
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06 Tree/053 Decision Tree Learning Algorithm.mp4
36.97MB
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06 Tree/054 Decision Tree Regression.mp4
33.8MB
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06 Tree/055 Overfitting and Grid Search.mp4
54.43MB
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06 Tree/056 Where to From Here.mp4
11.62MB
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06 Tree/057 Project HR - Loading and preprocesing data.mp4
56.76MB
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06 Tree/058 Project HR - Modelling.mp4
16.5MB
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07 Ensemble Machine Learning/059 Introduction.mp4
5.22MB
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07 Ensemble Machine Learning/060 Ensemble Learning Methods Introduction.mp4
27.68MB
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07 Ensemble Machine Learning/061 Bagging Part 1.mp4
55.47MB
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07 Ensemble Machine Learning/062 Bagging Part 2.mp4
37.31MB
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07 Ensemble Machine Learning/063 Random Forests.mp4
43.11MB
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07 Ensemble Machine Learning/064 Extra-Trees.mp4
21.58MB
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07 Ensemble Machine Learning/065 AdaBoost.mp4
39.82MB
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07 Ensemble Machine Learning/066 Gradient Boosting Machine.mp4
44.87MB
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07 Ensemble Machine Learning/067 XGBoost.mp4
51.35MB
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07 Ensemble Machine Learning/068 Project HR - Human Resources Analytics.mp4
88.16MB
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07 Ensemble Machine Learning/069 Ensemble of ensembles Part 1.mp4
52.03MB
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07 Ensemble Machine Learning/070 Ensemble of ensembles Part 2.mp4
44.89MB
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08 k-Nearest Neighbours kNN/071 kNN Introduction.mp4
4.37MB
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08 k-Nearest Neighbours kNN/072 kNN Concepts.mp4
15MB
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08 k-Nearest Neighbours kNN/073 kNN and Iris Dataset Demo.mp4
20.75MB
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08 k-Nearest Neighbours kNN/074 Distance Metric.mp4
13.08MB
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08 k-Nearest Neighbours kNN/075 Project Cancer Detection Part 1.mp4
49.4MB
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08 k-Nearest Neighbours kNN/076 Project Cancer Detection Part 2.mp4
48.64MB
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09 Dimensionality Reduction/077 Introduction.mp4
3.63MB
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09 Dimensionality Reduction/078 Dimensionality Reduction Concept.mp4
25.73MB
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09 Dimensionality Reduction/079 PCA Introduction.mp4
42.24MB
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09 Dimensionality Reduction/080 Dimensionality Reduction Demo.mp4
14.64MB
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09 Dimensionality Reduction/081 Project Wine 1 Dimensionality Reduction with PCA.mp4
46.11MB
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09 Dimensionality Reduction/082 Project Abalone.html
458B
09 Dimensionality Reduction/083 Project Wine 2 Choosing the Number of Components.mp4
18.79MB
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09 Dimensionality Reduction/084 Kernel PCA.mp4
35.84MB
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09 Dimensionality Reduction/085 Kernel PCA Demo.mp4
16.01MB
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09 Dimensionality Reduction/086 LDA Comparison between LDA and PCA.mp4
16.9MB
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10 Unsupervised Learning Clustering/087 Introduction.mp4
4.03MB
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10 Unsupervised Learning Clustering/088 Clustering Concepts.mp4
17.47MB
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10 Unsupervised Learning Clustering/089 MLextend.mp4
22.58MB
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10 Unsupervised Learning Clustering/090 Wards Agglomerative Hierarchical Clustering.mp4
44.12MB
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10 Unsupervised Learning Clustering/091 Truncating Dendrogram.mp4
56.42MB
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10 Unsupervised Learning Clustering/092 k-Means Clustering.mp4
36.59MB
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10 Unsupervised Learning Clustering/093 Elbow Method.mp4
15.76MB
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10 Unsupervised Learning Clustering/094 Silhouette Analysis.mp4
16.5MB
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10 Unsupervised Learning Clustering/095 Mean Shift.mp4
25.68MB
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123B
[FreeTutorials.Us].url
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Use VLC Player for Subtitles.url
115B

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