[FreeCourseSite.com] Udemy - Advanced Machine Learning & Data Analysis Projects Bootcamp

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[FreeCourseSite.com] Udemy - Advanced Machine Learning & Data Analysis Projects Bootcamp

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种子哈希：0d1d957da3a668cf33293bd541ffa7381407183d
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收录时间：2018-11-11
最近下载：2025-08-28

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文件列表

  • 1. Introduction to Machine Learning + Software/1. Projects Overview.mp4 19.1 MB
  • 1. Introduction to Machine Learning + Software/1. Projects Overview.vtt 2.8 kB
  • 1. Introduction to Machine Learning + Software/2. Project Resources - Mammoth Interactive.html 74 Bytes
  • 1. Introduction to Machine Learning + Software/2.1 Project Resources - Mammoth Interactive.zip.zip 456.2 MB
  • 10. Building Apps With Machine Learning/1. Introduction - Improving Model Efficiency.mp4 85.1 MB
  • 10. Building Apps With Machine Learning/1. Introduction - Improving Model Efficiency.vtt 7.8 kB
  • 10. Building Apps With Machine Learning/2. Project Code - Mammoth Interactive.html 68 Bytes
  • 10. Building Apps With Machine Learning/2.1 01. Project Code - Mammoth Interactive.zip.zip 4.7 kB
  • 10. Building Apps With Machine Learning/3. Introduction to Tensorflow Lite.mp4 120.1 MB
  • 10. Building Apps With Machine Learning/3. Introduction to Tensorflow Lite.vtt 14.1 kB
  • 11. Text Summarizer/1. Introduction.mp4 56.6 MB
  • 11. Text Summarizer/1. Introduction.vtt 8.6 kB
  • 11. Text Summarizer/2. Exploring How Model Is Built.mp4 203.2 MB
  • 11. Text Summarizer/2. Exploring How Model Is Built.vtt 18.2 kB
  • 11. Text Summarizer/3. Exploring Training and Summarizing Mechanisms.mp4 142.5 MB
  • 11. Text Summarizer/3. Exploring Training and Summarizing Mechanisms.vtt 12.7 kB
  • 11. Text Summarizer/4. Exploring Training and Summarizing Code.mp4 111.5 MB
  • 11. Text Summarizer/4. Exploring Training and Summarizing Code.vtt 10.5 kB
  • 11. Text Summarizer/5. Testing the Model.mp4 75.6 MB
  • 11. Text Summarizer/5. Testing the Model.vtt 6.9 kB
  • 11. Text Summarizer/6. Text Summarizer Pycharm.html 69 Bytes
  • 11. Text Summarizer/6.1 Text_Summarizer_Pycharm.zip.zip 18.2 MB
  • 12. Object Localization/1. Introductions.mp4 45.1 MB
  • 12. Object Localization/1. Introductions.vtt 5.7 kB
  • 12. Object Localization/2. Examining Project Code.mp4 230.2 MB
  • 12. Object Localization/2. Examining Project Code.vtt 21.8 kB
  • 12. Object Localization/3. Testing with a Mobile Device.mp4 110.7 MB
  • 12. Object Localization/3. Testing with a Mobile Device.vtt 11.0 kB
  • 13. Object Recognition/1. Introduction.mp4 35.2 MB
  • 13. Object Recognition/1. Introduction.vtt 4.3 kB
  • 13. Object Recognition/2. Examining Code.mp4 341.8 MB
  • 13. Object Recognition/2. Examining Code.vtt 32.0 kB
  • 13. Object Recognition/3. Testing on Mobile Device.mp4 97.2 MB
  • 13. Object Recognition/3. Testing on Mobile Device.vtt 7.8 kB
  • 14. Introduction to Tensorboard/1. Introduction to Upcoming Projects.mp4 32.6 MB
  • 14. Introduction to Tensorboard/1. Introduction to Upcoming Projects.vtt 3.5 kB
  • 14. Introduction to Tensorboard/2. Examining Computational Graph In Tensorboard.mp4 191.6 MB
  • 14. Introduction to Tensorboard/2. Examining Computational Graph In Tensorboard.vtt 18.7 kB
  • 14. Introduction to Tensorboard/3. Analyzing Scalars and Histograms.mp4 158.0 MB
  • 14. Introduction to Tensorboard/3. Analyzing Scalars and Histograms.vtt 17.9 kB
  • 14. Introduction to Tensorboard/4. Modifying Model Parameters Across Multiple Runs.mp4 154.8 MB
  • 14. Introduction to Tensorboard/4. Modifying Model Parameters Across Multiple Runs.vtt 14.9 kB
  • 14. Introduction to Tensorboard/5. Project Code - Mammoth Interactive.html 68 Bytes
  • 14. Introduction to Tensorboard/5.1 Project Code - Mammoth Interactive.zip.zip 11.9 MB
  • 15. Advanced Machine Learning Concepts/1. Introduction to Upcoming Projects.mp4 310.8 MB
  • 15. Advanced Machine Learning Concepts/1. Introduction to Upcoming Projects.vtt 26.2 kB
  • 15. Advanced Machine Learning Concepts/2. Project Code - Mammoth Interactive.html 68 Bytes
  • 15. Advanced Machine Learning Concepts/2.1 Project Code - Mammoth Interactive.zip.zip 5.4 kB
  • 16. Advanced MNIST/1. Project Demonstration.mp4 48.1 MB
  • 16. Advanced MNIST/1. Project Demonstration.vtt 4.9 kB
  • 16. Advanced MNIST/10. Load and Display Digit Images.mp4 89.8 MB
  • 16. Advanced MNIST/10. Load and Display Digit Images.vtt 7.9 kB
  • 16. Advanced MNIST/11. Formatting Model Input.mp4 171.7 MB
  • 16. Advanced MNIST/11. Formatting Model Input.vtt 17.6 kB
  • 16. Advanced MNIST/12. Displaying Results and Summary.mp4 153.0 MB
  • 16. Advanced MNIST/12. Displaying Results and Summary.vtt 13.8 kB
  • 16. Advanced MNIST/13. Project Code - Mammoth Interactive.html 68 Bytes
  • 16. Advanced MNIST/13.1 Project Code - Mammoth Interactive.zip.zip 238.0 MB
  • 16. Advanced MNIST/2. Project Overview.mp4 30.1 MB
  • 16. Advanced MNIST/2. Project Overview.vtt 4.7 kB
  • 16. Advanced MNIST/3. Building Neuron Functions.mp4 74.6 MB
  • 16. Advanced MNIST/3. Building Neuron Functions.vtt 15.0 kB
  • 16. Advanced MNIST/4. Building the Convolutional Layers.mp4 134.1 MB
  • 16. Advanced MNIST/4. Building the Convolutional Layers.vtt 15.3 kB
  • 16. Advanced MNIST/5. Building Dense, Dropout, and Readout Layers.mp4 189.4 MB
  • 16. Advanced MNIST/5. Building Dense, Dropout, and Readout Layers.vtt 18.6 kB
  • 16. Advanced MNIST/6. Writing Loss and Optimizer Functions and Training and Testing.mp4 265.1 MB
  • 16. Advanced MNIST/6. Writing Loss and Optimizer Functions and Training and Testing.vtt 25.9 kB
  • 16. Advanced MNIST/7. Optimizing Saved Graph.mp4 116.6 MB
  • 16. Advanced MNIST/7. Optimizing Saved Graph.vtt 14.4 kB
  • 16. Advanced MNIST/8. Setting up Android Project.mp4 144.1 MB
  • 16. Advanced MNIST/8. Setting up Android Project.vtt 16.1 kB
  • 16. Advanced MNIST/9. Setting Up UI.mp4 155.2 MB
  • 16. Advanced MNIST/9. Setting Up UI.vtt 13.7 kB
  • 17. Advanced CIFAR 100/1. Project Demo.mp4 42.6 MB
  • 17. Advanced CIFAR 100/1. Project Demo.vtt 3.8 kB
  • 17. Advanced CIFAR 100/10. Project Summary.mp4 124.2 MB
  • 17. Advanced CIFAR 100/10. Project Summary.vtt 11.5 kB
  • 17. Advanced CIFAR 100/11. CIFAR 100 Project Files - Mammoth Interactive.html 69 Bytes
  • 17. Advanced CIFAR 100/11.1 CIFAR 100 Project Files - Mammoth Interactive.zip.zip 312.4 MB
  • 17. Advanced CIFAR 100/2. Project Overview.mp4 30.9 MB
  • 17. Advanced CIFAR 100/2. Project Overview.vtt 4.0 kB
  • 17. Advanced CIFAR 100/3. Inputting and Formatting Data.mp4 101.0 MB
  • 17. Advanced CIFAR 100/3. Inputting and Formatting Data.vtt 13.2 kB
  • 17. Advanced CIFAR 100/4. Building the Model.mp4 112.7 MB
  • 17. Advanced CIFAR 100/4. Building the Model.vtt 13.3 kB
  • 17. Advanced CIFAR 100/5. Training, Testing, and Freezing the Model.mp4 110.5 MB
  • 17. Advanced CIFAR 100/5. Training, Testing, and Freezing the Model.vtt 13.4 kB
  • 17. Advanced CIFAR 100/6. Setting up Android Project.mp4 121.7 MB
  • 17. Advanced CIFAR 100/6. Setting up Android Project.vtt 13.2 kB
  • 17. Advanced CIFAR 100/7. Building User Interface.mp4 113.8 MB
  • 17. Advanced CIFAR 100/7. Building User Interface.vtt 9.9 kB
  • 17. Advanced CIFAR 100/8. Loading and Displaying Images.mp4 90.5 MB
  • 17. Advanced CIFAR 100/8. Loading and Displaying Images.vtt 8.4 kB
  • 17. Advanced CIFAR 100/9. Converting Image Data and Running Inference.mp4 91.3 MB
  • 17. Advanced CIFAR 100/9. Converting Image Data and Running Inference.vtt 9.3 kB
  • 18. Introduction to iOS/1. Introduction to iOS.mp4 17.5 MB
  • 18. Introduction to iOS/1. Introduction to iOS.vtt 2.9 kB
  • 19. Introduction to Xcode/1. Downloading and Installing Xcode.mp4 64.4 MB
  • 19. Introduction to Xcode/1. Downloading and Installing Xcode.vtt 9.0 kB
  • 19. Introduction to Xcode/2. Exploring XCode's Interface.mp4 121.3 MB
  • 19. Introduction to Xcode/2. Exploring XCode's Interface.vtt 22.6 kB
  • 2. Android Studio/1. Downloading and Installing Android Studio.mp4 80.2 MB
  • 2. Android Studio/1. Downloading and Installing Android Studio.vtt 9.6 kB
  • 2. Android Studio/2. Exploring Interface.mp4 121.6 MB
  • 2. Android Studio/2. Exploring Interface.vtt 17.1 kB
  • 2. Android Studio/3. Setting up an Emulator and Running Project.mp4 84.0 MB
  • 2. Android Studio/3. Setting up an Emulator and Running Project.vtt 9.4 kB
  • 2. Android Studio/4. Code.html 60 Bytes
  • 2. Android Studio/4.1 Code.zip.zip 5.1 kB
  • 20. Coding Crash Course - Swift Programming Language/1. Variables.mp4 76.4 MB
  • 20. Coding Crash Course - Swift Programming Language/1. Variables.vtt 10.8 kB
  • 20. Coding Crash Course - Swift Programming Language/2. Variable Operations.mp4 118.8 MB
  • 20. Coding Crash Course - Swift Programming Language/2. Variable Operations.vtt 14.2 kB
  • 20. Coding Crash Course - Swift Programming Language/3. Collections.mp4 85.7 MB
  • 20. Coding Crash Course - Swift Programming Language/3. Collections.vtt 12.2 kB
  • 20. Coding Crash Course - Swift Programming Language/4. Control Flow.mp4 95.4 MB
  • 20. Coding Crash Course - Swift Programming Language/4. Control Flow.vtt 13.3 kB
  • 20. Coding Crash Course - Swift Programming Language/5. Functions.mp4 53.8 MB
  • 20. Coding Crash Course - Swift Programming Language/5. Functions.vtt 7.0 kB
  • 20. Coding Crash Course - Swift Programming Language/6. Classes and Objects.mp4 86.7 MB
  • 20. Coding Crash Course - Swift Programming Language/6. Classes and Objects.vtt 12.6 kB
  • 21. iOS App Development/1. Building App From Start to Finish.mp4 107.8 MB
  • 21. iOS App Development/1. Building App From Start to Finish.vtt 17.5 kB
  • 21. iOS App Development/2. Project Files - Mammoth Interactive.html 69 Bytes
  • 21. iOS App Development/2.1 Project Files - Mammoth Interactive.zip.zip 37.7 kB
  • 22. Introduction to CoreML/1. Introduction to CoreML.mp4 93.3 MB
  • 22. Introduction to CoreML/1. Introduction to CoreML.vtt 12.6 kB
  • 23. iOS Image Recognition/1. Project Demonstration.mp4 43.8 MB
  • 23. iOS Image Recognition/1. Project Demonstration.vtt 4.1 kB
  • 23. iOS Image Recognition/2. Project Setup.mp4 73.9 MB
  • 23. iOS Image Recognition/2. Project Setup.vtt 9.3 kB
  • 23. iOS Image Recognition/3. Displaying and Resizing Images.mp4 108.5 MB
  • 23. iOS Image Recognition/3. Displaying and Resizing Images.vtt 12.2 kB
  • 23. iOS Image Recognition/4. Converting Image to Pixel Buffer.mp4 170.2 MB
  • 23. iOS Image Recognition/4. Converting Image to Pixel Buffer.vtt 17.3 kB
  • 23. iOS Image Recognition/5. Project Summary.mp4 94.4 MB
  • 23. iOS Image Recognition/5. Project Summary.vtt 10.5 kB
  • 23. iOS Image Recognition/6. Project Code - Mammoth Interactive.html 68 Bytes
  • 23. iOS Image Recognition/6.1 Project Code - Mammoth Interactive.zip.zip 23.6 MB
  • 24. iOS Tensorflow Model Importing/1. Project Introduction.mp4 39.3 MB
  • 24. iOS Tensorflow Model Importing/1. Project Introduction.vtt 5.9 kB
  • 24. iOS Tensorflow Model Importing/2. Converting pb to mlmodel File and Setup.mp4 67.4 MB
  • 24. iOS Tensorflow Model Importing/2. Converting pb to mlmodel File and Setup.vtt 9.6 kB
  • 24. iOS Tensorflow Model Importing/3. Running Inference Through Model.mp4 109.7 MB
  • 24. iOS Tensorflow Model Importing/3. Running Inference Through Model.vtt 11.7 kB
  • 24. iOS Tensorflow Model Importing/4. Testing and Summary.mp4 47.7 MB
  • 24. iOS Tensorflow Model Importing/4. Testing and Summary.vtt 5.1 kB
  • 24. iOS Tensorflow Model Importing/5. iOS Tensorflow Project Code - Mammoth Interactive.html 68 Bytes
  • 24. iOS Tensorflow Model Importing/5.1 iOS Tensorflow Project Code - Mammoth Interactive.zip.zip 44.0 kB
  • 25. Starting Projects in Pandas/1. Installing Pandas.html 192 Bytes
  • 25. Starting Projects in Pandas/2. Setting up Pandas.mp4 39.1 MB
  • 25. Starting Projects in Pandas/2. Setting up Pandas.vtt 3.2 kB
  • 26. Working With Data Structures/1. Creating a DataFrame.mp4 276.9 MB
  • 26. Working With Data Structures/1. Creating a DataFrame.vtt 27.9 kB
  • 26. Working With Data Structures/2. Sorting and Series.mp4 254.7 MB
  • 26. Working With Data Structures/2. Sorting and Series.vtt 23.2 kB
  • 26. Working With Data Structures/3. Expanding a Dataframe.mp4 249.8 MB
  • 26. Working With Data Structures/3. Expanding a Dataframe.vtt 21.7 kB
  • 27. Manipulating DataFrames/1. Getting Values and dealing with NaN Values.mp4 314.8 MB
  • 27. Manipulating DataFrames/1. Getting Values and dealing with NaN Values.vtt 27.0 kB
  • 27. Manipulating DataFrames/2. Dropping rows and columns.mp4 376.4 MB
  • 27. Manipulating DataFrames/2. Dropping rows and columns.vtt 28.6 kB
  • 28. Reading and Writing Data/1. Reading from CSV.mp4 258.2 MB
  • 28. Reading and Writing Data/1. Reading from CSV.vtt 26.2 kB
  • 28. Reading and Writing Data/2. Writing to CSV.mp4 321.6 MB
  • 28. Reading and Writing Data/2. Writing to CSV.vtt 25.9 kB
  • 29. Analytical Approaches to Data/1. Starting with an analysis.mp4 328.4 MB
  • 29. Analytical Approaches to Data/1. Starting with an analysis.vtt 26.4 kB
  • 29. Analytical Approaches to Data/2. Locating data by labels.mp4 328.4 MB
  • 29. Analytical Approaches to Data/2. Locating data by labels.vtt 26.4 kB
  • 29. Analytical Approaches to Data/3. Statistical description of data.mp4 334.3 MB
  • 29. Analytical Approaches to Data/3. Statistical description of data.vtt 24.1 kB
  • 29. Analytical Approaches to Data/4. Histogram plots in pandas.mp4 358.7 MB
  • 29. Analytical Approaches to Data/4. Histogram plots in pandas.vtt 27.2 kB
  • 29. Analytical Approaches to Data/5. Starting an analysis of all our data.mp4 324.1 MB
  • 29. Analytical Approaches to Data/5. Starting an analysis of all our data.vtt 26.1 kB
  • 29. Analytical Approaches to Data/6. Continuing an analysis of all our data.mp4 276.0 MB
  • 29. Analytical Approaches to Data/6. Continuing an analysis of all our data.vtt 21.0 kB
  • 29. Analytical Approaches to Data/7. Bonus Lecture Community Newsletter.html 228 Bytes
  • 3. Java/1. Intro to Language Basics.mp4 28.7 MB
  • 3. Java/1. Intro to Language Basics.vtt 3.5 kB
  • 3. Java/10. Parameters and Return Values.mp4 73.3 MB
  • 3. Java/10. Parameters and Return Values.vtt 9.2 kB
  • 3. Java/11. Classes and Objects Intro.mp4 90.0 MB
  • 3. Java/11. Classes and Objects Intro.vtt 16.2 kB
  • 3. Java/12. Superclass and Subclasses.mp4 105.0 MB
  • 3. Java/12. Superclass and Subclasses.vtt 15.9 kB
  • 3. Java/13. Static Variables and Axis Modifiers.mp4 80.6 MB
  • 3. Java/13. Static Variables and Axis Modifiers.vtt 9.8 kB
  • 3. Java/2. Variable Types.mp4 101.7 MB
  • 3. Java/2. Variable Types.vtt 19.4 kB
  • 3. Java/3. Operations on Variables.mp4 89.0 MB
  • 3. Java/3. Operations on Variables.vtt 14.6 kB
  • 3. Java/4. Array and Lists.mp4 70.3 MB
  • 3. Java/4. Array and Lists.vtt 13.0 kB
  • 3. Java/5. Array and List Operations.mp4 78.0 MB
  • 3. Java/5. Array and List Operations.vtt 11.0 kB
  • 3. Java/6. If and Switch Statements.mp4 100.4 MB
  • 3. Java/6. If and Switch Statements.vtt 15.1 kB
  • 3. Java/7. While Loops.mp4 60.5 MB
  • 3. Java/7. While Loops.vtt 13.5 kB
  • 3. Java/8. For Loops.mp4 62.5 MB
  • 3. Java/8. For Loops.vtt 11.6 kB
  • 3. Java/9. Functions Intro.mp4 72.9 MB
  • 3. Java/9. Functions Intro.vtt 11.7 kB
  • 4. App Development/1. Intro To Android App Development.mp4 21.5 MB
  • 4. App Development/1. Intro To Android App Development.vtt 2.2 kB
  • 4. App Development/2. Building Basic UI.mp4 168.5 MB
  • 4. App Development/2. Building Basic UI.vtt 17.2 kB
  • 4. App Development/3. Connecting UI to Backend.mp4 69.8 MB
  • 4. App Development/3. Connecting UI to Backend.vtt 8.1 kB
  • 4. App Development/4. Implementing Backend and Tidying UI.mp4 109.7 MB
  • 4. App Development/4. Implementing Backend and Tidying UI.vtt 11.9 kB
  • 5. Machine Learning Concepts/1. Intro to ML.html 2.9 kB
  • 5. Machine Learning Concepts/2. Pycharm Files.html 69 Bytes
  • 5. Machine Learning Concepts/2.1 Pycharm_Files.zip.zip 5.4 kB
  • 6. Pycharm/1. Project Overview.mp4 18.3 MB
  • 6. Pycharm/1. Project Overview.vtt 3.1 kB
  • 6. Pycharm/2. Pycharm Source Files - Mammoth Interactive.html 68 Bytes
  • 6. Pycharm/2.1 Pycharm Source Files - Mammoth Interactive.zip.zip 1.6 MB
  • 7. Introduction/1. Downloading and Installing Pycharm and Python.mp4 75.9 MB
  • 7. Introduction/1. Downloading and Installing Pycharm and Python.vtt 10.0 kB
  • 7. Introduction/2. Exploring Pycharm.mp4 57.7 MB
  • 7. Introduction/2. Exploring Pycharm.vtt 10.8 kB
  • 8. Python Language Basics/1. Introduction to Variables.mp4 77.4 MB
  • 8. Python Language Basics/1. Introduction to Variables.vtt 18.0 kB
  • 8. Python Language Basics/2. Variables Operations and Conversions.mp4 98.0 MB
  • 8. Python Language Basics/2. Variables Operations and Conversions.vtt 17.1 kB
  • 8. Python Language Basics/3. Collection Types.mp4 83.9 MB
  • 8. Python Language Basics/3. Collection Types.vtt 18.1 kB
  • 8. Python Language Basics/4. Collections Operations.mp4 83.1 MB
  • 8. Python Language Basics/4. Collections Operations.vtt 11.6 kB
  • 8. Python Language Basics/5. Control Flow If Statements.mp4 96.8 MB
  • 8. Python Language Basics/5. Control Flow If Statements.vtt 17.4 kB
  • 8. Python Language Basics/6. While and For Loops.mp4 86.6 MB
  • 8. Python Language Basics/6. While and For Loops.vtt 14.5 kB
  • 8. Python Language Basics/7. Functions.mp4 78.1 MB
  • 8. Python Language Basics/7. Functions.vtt 15.7 kB
  • 8. Python Language Basics/8. Classes and Objects.mp4 100.2 MB
  • 8. Python Language Basics/8. Classes and Objects.vtt 21.7 kB
  • 9. Tensorflow/1. Project Demo.mp4 41.8 MB
  • 9. Tensorflow/1. Project Demo.vtt 3.2 kB
  • 9. Tensorflow/10. Tensorflow Project Files - Mammoth Interactive.html 69 Bytes
  • 9. Tensorflow/10.1 Tensorflow Project Files - Mammoth Interactive.zip.zip 7.2 kB
  • 9. Tensorflow/2. Topics List.mp4 46.1 MB
  • 9. Tensorflow/2. Topics List.vtt 8.1 kB
  • 9. Tensorflow/3. Importing Tensorflow to Pycharm.mp4 40.6 MB
  • 9. Tensorflow/3. Importing Tensorflow to Pycharm.vtt 5.7 kB
  • 9. Tensorflow/4. Constant Nodes and Sessions.mp4 57.4 MB
  • 9. Tensorflow/4. Constant Nodes and Sessions.vtt 11.7 kB
  • 9. Tensorflow/5. Variable Nodes.mp4 103.8 MB
  • 9. Tensorflow/5. Variable Nodes.vtt 14.2 kB
  • 9. Tensorflow/6. Placeholder Nodes.mp4 76.9 MB
  • 9. Tensorflow/6. Placeholder Nodes.vtt 9.5 kB
  • 9. Tensorflow/7. Operation nodes.mp4 139.7 MB
  • 9. Tensorflow/7. Operation nodes.vtt 16.4 kB
  • 9. Tensorflow/8. Loss, Optimizers, and Training.mp4 121.1 MB
  • 9. Tensorflow/8. Loss, Optimizers, and Training.vtt 15.5 kB
  • 9. Tensorflow/9. Building a Linear Regression Model.mp4 203.0 MB
  • 9. Tensorflow/9. Building a Linear Regression Model.vtt 26.9 kB
  • [CourseClub.NET].url 123 Bytes
  • [FCS Forum].url 133 Bytes
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