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

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1. Introduction to Machine Learning + Software/1. Projects Overview.mp4 7.03 MB
1. Introduction to Machine Learning + Software/1. Projects Overview.vtt 2.74 KB
1. Introduction to Machine Learning + Software/2. Project Resources - Mammoth Interactive.html 74 B
1. Introduction to Machine Learning + Software/2.1 Project Resources - Mammoth Interactive.zip.zip 435.11 MB
10. Building Apps With Machine Learning/1. Introduction - Improving Model Efficiency.mp4 27.84 MB
10. Building Apps With Machine Learning/1. Introduction - Improving Model Efficiency.vtt 7.66 KB
10. Building Apps With Machine Learning/2. Project Code - Mammoth Interactive.html 68 B
10. Building Apps With Machine Learning/2.1 01. Project Code - Mammoth Interactive.zip.zip 4.57 KB
10. Building Apps With Machine Learning/3. Introduction to Tensorflow Lite.mp4 40.85 MB
10. Building Apps With Machine Learning/3. Introduction to Tensorflow Lite.vtt 13.80 KB
11. Text Summarizer/1. Introduction.mp4 20.18 MB
11. Text Summarizer/1. Introduction.vtt 8.44 KB
11. Text Summarizer/2. Exploring How Model Is Built.mp4 64.88 MB
11. Text Summarizer/2. Exploring How Model Is Built.vtt 17.75 KB
11. Text Summarizer/3. Exploring Training and Summarizing Mechanisms.mp4 46.50 MB
11. Text Summarizer/3. Exploring Training and Summarizing Mechanisms.vtt 12.37 KB
11. Text Summarizer/4. Exploring Training and Summarizing Code.mp4 36.77 MB
11. Text Summarizer/4. Exploring Training and Summarizing Code.vtt 10.22 KB
11. Text Summarizer/5. Testing the Model.mp4 24.47 MB
11. Text Summarizer/5. Testing the Model.vtt 6.75 KB
11. Text Summarizer/6. Text Summarizer Pycharm.html 69 B
11. Text Summarizer/6.1 Text_Summarizer_Pycharm.zip.zip 17.37 MB
12. Object Localization/1. Introductions.mp4 15.51 MB
12. Object Localization/1. Introductions.vtt 5.52 KB
12. Object Localization/2. Examining Project Code.mp4 73.51 MB
12. Object Localization/2. Examining Project Code.vtt 21.32 KB
12. Object Localization/3. Testing with a Mobile Device.mp4 34.17 MB
12. Object Localization/3. Testing with a Mobile Device.vtt 10.75 KB
13. Object Recognition/1. Introduction.mp4 15.23 MB
13. Object Recognition/1. Introduction.vtt 4.16 KB
13. Object Recognition/2. Examining Code.mp4 110.63 MB
13. Object Recognition/2. Examining Code.vtt 31.24 KB
13. Object Recognition/3. Testing on Mobile Device.mp4 28.70 MB
13. Object Recognition/3. Testing on Mobile Device.vtt 7.61 KB
14. Introduction to Tensorboard/1. Introduction to Upcoming Projects.mp4 11.24 MB
14. Introduction to Tensorboard/1. Introduction to Upcoming Projects.vtt 3.46 KB
14. Introduction to Tensorboard/2. Examining Computational Graph In Tensorboard.mp4 63.01 MB
14. Introduction to Tensorboard/2. Examining Computational Graph In Tensorboard.vtt 18.30 KB
14. Introduction to Tensorboard/3. Analyzing Scalars and Histograms.mp4 55.12 MB
14. Introduction to Tensorboard/3. Analyzing Scalars and Histograms.vtt 17.45 KB
14. Introduction to Tensorboard/4. Modifying Model Parameters Across Multiple Runs.mp4 50.55 MB
14. Introduction to Tensorboard/4. Modifying Model Parameters Across Multiple Runs.vtt 14.52 KB
14. Introduction to Tensorboard/5. Project Code - Mammoth Interactive.html 68 B
14. Introduction to Tensorboard/5.1 Project Code - Mammoth Interactive.zip.zip 11.36 MB
15. Advanced Machine Learning Concepts/1. Introduction to Upcoming Projects.mp4 99.47 MB
15. Advanced Machine Learning Concepts/1. Introduction to Upcoming Projects.vtt 25.56 KB
15. Advanced Machine Learning Concepts/2. Project Code - Mammoth Interactive.html 68 B
15. Advanced Machine Learning Concepts/2.1 Project Code - Mammoth Interactive.zip.zip 5.27 KB
16. Advanced MNIST/1. Project Demonstration.mp4 15.26 MB
16. Advanced MNIST/1. Project Demonstration.vtt 4.78 KB
16. Advanced MNIST/10. Load and Display Digit Images.mp4 29.58 MB
16. Advanced MNIST/10. Load and Display Digit Images.vtt 7.73 KB
16. Advanced MNIST/11. Formatting Model Input.mp4 60.90 MB
16. Advanced MNIST/11. Formatting Model Input.vtt 17.19 KB
16. Advanced MNIST/12. Displaying Results and Summary.mp4 51.59 MB
16. Advanced MNIST/12. Displaying Results and Summary.vtt 13.44 KB
16. Advanced MNIST/13. Project Code - Mammoth Interactive.html 68 B
16. Advanced MNIST/13.1 Project Code - Mammoth Interactive.zip.zip 226.93 MB
16. Advanced MNIST/2. Project Overview.mp4 11.71 MB
16. Advanced MNIST/2. Project Overview.vtt 4.54 KB
16. Advanced MNIST/3. Building Neuron Functions.mp4 31.84 MB
16. Advanced MNIST/3. Building Neuron Functions.vtt 14.65 KB
16. Advanced MNIST/4. Building the Convolutional Layers.mp4 49.24 MB
16. Advanced MNIST/4. Building the Convolutional Layers.vtt 14.92 KB
16. Advanced MNIST/5. Building Dense, Dropout, and Readout Layers.mp4 67.65 MB
16. Advanced MNIST/5. Building Dense, Dropout, and Readout Layers.vtt 18.20 KB
16. Advanced MNIST/6. Writing Loss and Optimizer Functions and Training and Testing.mp4 92.58 MB
16. Advanced MNIST/6. Writing Loss and Optimizer Functions and Training and Testing.vtt 25.30 KB
16. Advanced MNIST/7. Optimizing Saved Graph.mp4 42.35 MB
16. Advanced MNIST/7. Optimizing Saved Graph.vtt 14.11 KB
16. Advanced MNIST/8. Setting up Android Project.mp4 51.81 MB
16. Advanced MNIST/8. Setting up Android Project.vtt 15.69 KB
16. Advanced MNIST/9. Setting Up UI.mp4 50.96 MB
16. Advanced MNIST/9. Setting Up UI.vtt 13.41 KB
17. Advanced CIFAR 100/1. Project Demo.mp4 13.54 MB
17. Advanced CIFAR 100/1. Project Demo.vtt 3.72 KB
17. Advanced CIFAR 100/10. Project Summary.mp4 41.83 MB
17. Advanced CIFAR 100/10. Project Summary.vtt 11.22 KB
17. Advanced CIFAR 100/11. CIFAR 100 Project Files - Mammoth Interactive.html 69 B
17. Advanced CIFAR 100/11.1 CIFAR 100 Project Files - Mammoth Interactive.zip.zip 297.91 MB
17. Advanced CIFAR 100/2. Project Overview.mp4 11.37 MB
17. Advanced CIFAR 100/2. Project Overview.vtt 3.87 KB
17. Advanced CIFAR 100/3. Inputting and Formatting Data.mp4 38.70 MB
17. Advanced CIFAR 100/3. Inputting and Formatting Data.vtt 12.88 KB
17. Advanced CIFAR 100/4. Building the Model.mp4 42.57 MB
17. Advanced CIFAR 100/4. Building the Model.vtt 13.00 KB
17. Advanced CIFAR 100/5. Training, Testing, and Freezing the Model.mp4 41.11 MB
17. Advanced CIFAR 100/5. Training, Testing, and Freezing the Model.vtt 13.13 KB
17. Advanced CIFAR 100/6. Setting up Android Project.mp4 42.89 MB
17. Advanced CIFAR 100/6. Setting up Android Project.vtt 12.94 KB
17. Advanced CIFAR 100/7. Building User Interface.mp4 37.71 MB
17. Advanced CIFAR 100/7. Building User Interface.vtt 9.67 KB
17. Advanced CIFAR 100/8. Loading and Displaying Images.mp4 30.82 MB
17. Advanced CIFAR 100/8. Loading and Displaying Images.vtt 8.22 KB
17. Advanced CIFAR 100/9. Converting Image Data and Running Inference.mp4 33.25 MB
17. Advanced CIFAR 100/9. Converting Image Data and Running Inference.vtt 9.12 KB
18. Introduction to iOS/1. Introduction to iOS.mp4 6.48 MB
18. Introduction to iOS/1. Introduction to iOS.vtt 2.83 KB
19. Introduction to Xcode/1. Downloading and Installing Xcode.mp4 23.27 MB
19. Introduction to Xcode/1. Downloading and Installing Xcode.vtt 8.77 KB
19. Introduction to Xcode/2. Exploring XCode's Interface.mp4 49.71 MB
19. Introduction to Xcode/2. Exploring XCode's Interface.vtt 22.08 KB
2. Android Studio/1. Downloading and Installing Android Studio.mp4 27.57 MB
2. Android Studio/1. Downloading and Installing Android Studio.vtt 9.33 KB
2. Android Studio/2. Exploring Interface.mp4 44.88 MB
2. Android Studio/2. Exploring Interface.vtt 16.71 KB
2. Android Studio/3. Setting up an Emulator and Running Project.mp4 27.85 MB
2. Android Studio/3. Setting up an Emulator and Running Project.vtt 9.15 KB
2. Android Studio/4. Code.html 60 B
2. Android Studio/4.1 Code.zip.zip 4.98 KB
20. Coding Crash Course - Swift Programming Language/1. Variables.mp4 29.13 MB
20. Coding Crash Course - Swift Programming Language/1. Variables.vtt 10.51 KB
20. Coding Crash Course - Swift Programming Language/2. Variable Operations.mp4 42.92 MB
20. Coding Crash Course - Swift Programming Language/2. Variable Operations.vtt 13.84 KB
20. Coding Crash Course - Swift Programming Language/3. Collections.mp4 32.08 MB
20. Coding Crash Course - Swift Programming Language/3. Collections.vtt 11.87 KB
20. Coding Crash Course - Swift Programming Language/4. Control Flow.mp4 37.80 MB
20. Coding Crash Course - Swift Programming Language/4. Control Flow.vtt 12.99 KB
20. Coding Crash Course - Swift Programming Language/5. Functions.mp4 20.30 MB
20. Coding Crash Course - Swift Programming Language/5. Functions.vtt 6.83 KB
20. Coding Crash Course - Swift Programming Language/6. Classes and Objects.mp4 35.09 MB
20. Coding Crash Course - Swift Programming Language/6. Classes and Objects.vtt 12.27 KB
21. iOS App Development/1. Building App From Start to Finish.mp4 43.46 MB
21. iOS App Development/1. Building App From Start to Finish.vtt 17.05 KB
21. iOS App Development/2. Project Files - Mammoth Interactive.html 69 B
21. iOS App Development/2.1 Project Files - Mammoth Interactive.zip.zip 36.82 KB
22. Introduction to CoreML/1. Introduction to CoreML.mp4 33.19 MB
22. Introduction to CoreML/1. Introduction to CoreML.vtt 12.30 KB
23. iOS Image Recognition/1. Project Demonstration.mp4 14.17 MB
23. iOS Image Recognition/1. Project Demonstration.vtt 4.04 KB
23. iOS Image Recognition/2. Project Setup.mp4 26.47 MB
23. iOS Image Recognition/2. Project Setup.vtt 9.12 KB
23. iOS Image Recognition/3. Displaying and Resizing Images.mp4 39.29 MB
23. iOS Image Recognition/3. Displaying and Resizing Images.vtt 11.89 KB
23. iOS Image Recognition/4. Converting Image to Pixel Buffer.mp4 59.78 MB
23. iOS Image Recognition/4. Converting Image to Pixel Buffer.vtt 16.85 KB
23. iOS Image Recognition/5. Project Summary.mp4 32.83 MB
23. iOS Image Recognition/5. Project Summary.vtt 10.27 KB
23. iOS Image Recognition/6. Project Code - Mammoth Interactive.html 68 B
23. iOS Image Recognition/6.1 Project Code - Mammoth Interactive.zip.zip 22.45 MB
24. iOS Tensorflow Model Importing/1. Project Introduction.mp4 14.81 MB
24. iOS Tensorflow Model Importing/1. Project Introduction.vtt 5.75 KB
24. iOS Tensorflow Model Importing/2. Converting pb to mlmodel File and Setup.mp4 26.18 MB
24. iOS Tensorflow Model Importing/2. Converting pb to mlmodel File and Setup.vtt 9.42 KB
24. iOS Tensorflow Model Importing/3. Running Inference Through Model.mp4 40.31 MB
24. iOS Tensorflow Model Importing/3. Running Inference Through Model.vtt 11.42 KB
24. iOS Tensorflow Model Importing/4. Testing and Summary.mp4 16.24 MB
24. iOS Tensorflow Model Importing/4. Testing and Summary.vtt 4.93 KB
24. iOS Tensorflow Model Importing/5. iOS Tensorflow Project Code - Mammoth Interactive.html 68 B
24. iOS Tensorflow Model Importing/5.1 iOS Tensorflow Project Code - Mammoth Interactive.zip.zip 42.98 KB
25. Starting Projects in Pandas/1. Installing Pandas.html 192 B
25. Starting Projects in Pandas/2. Setting up Pandas.mp4 12.76 MB
25. Starting Projects in Pandas/2. Setting up Pandas.vtt 3.16 KB
26. Working With Data Structures/1. Creating a DataFrame.mp4 96.35 MB
26. Working With Data Structures/1. Creating a DataFrame.vtt 27.20 KB
26. Working With Data Structures/2. Sorting and Series.mp4 87.61 MB
26. Working With Data Structures/2. Sorting and Series.vtt 22.63 KB
26. Working With Data Structures/3. Expanding a Dataframe.mp4 86.13 MB
26. Working With Data Structures/3. Expanding a Dataframe.vtt 21.23 KB
27. Manipulating DataFrames/1. Getting Values and dealing with NaN Values.mp4 107.10 MB
27. Manipulating DataFrames/1. Getting Values and dealing with NaN Values.vtt 26.34 KB
27. Manipulating DataFrames/2. Dropping rows and columns.mp4 127.61 MB
27. Manipulating DataFrames/2. Dropping rows and columns.vtt 27.90 KB
28. Reading and Writing Data/1. Reading from CSV.mp4 87.18 MB
28. Reading and Writing Data/1. Reading from CSV.vtt 25.54 KB
28. Reading and Writing Data/2. Writing to CSV.mp4 106.74 MB
28. Reading and Writing Data/2. Writing to CSV.vtt 25.32 KB
29. Analytical Approaches to Data/1. Starting with an analysis.mp4 108.84 MB
29. Analytical Approaches to Data/1. Starting with an analysis.vtt 25.76 KB
29. Analytical Approaches to Data/2. Locating data by labels.mp4 108.81 MB
29. Analytical Approaches to Data/2. Locating data by labels.vtt 25.76 KB
29. Analytical Approaches to Data/3. Statistical description of data.mp4 108.92 MB
29. Analytical Approaches to Data/3. Statistical description of data.vtt 23.58 KB
29. Analytical Approaches to Data/4. Histogram plots in pandas.mp4 117.97 MB
29. Analytical Approaches to Data/4. Histogram plots in pandas.vtt 26.60 KB
29. Analytical Approaches to Data/5. Starting an analysis of all our data.mp4 105.53 MB
29. Analytical Approaches to Data/5. Starting an analysis of all our data.vtt 25.44 KB
29. Analytical Approaches to Data/6. Continuing an analysis of all our data.mp4 91.09 MB
29. Analytical Approaches to Data/6. Continuing an analysis of all our data.vtt 20.47 KB
29. Analytical Approaches to Data/7. Bonus Lecture Community Newsletter.html 228 B
3. Java/1. Intro to Language Basics.mp4 10.31 MB
3. Java/1. Intro to Language Basics.vtt 3.38 KB
3. Java/10. Parameters and Return Values.mp4 27.08 MB
3. Java/10. Parameters and Return Values.vtt 8.96 KB
3. Java/11. Classes and Objects Intro.mp4 37.00 MB
3. Java/11. Classes and Objects Intro.vtt 15.83 KB
3. Java/12. Superclass and Subclasses.mp4 41.05 MB
3. Java/12. Superclass and Subclasses.vtt 15.51 KB
3. Java/13. Static Variables and Axis Modifiers.mp4 29.00 MB
3. Java/13. Static Variables and Axis Modifiers.vtt 9.53 KB
3. Java/2. Variable Types.mp4 41.75 MB
3. Java/2. Variable Types.vtt 18.98 KB
3. Java/3. Operations on Variables.mp4 35.14 MB
3. Java/3. Operations on Variables.vtt 14.25 KB
3. Java/4. Array and Lists.mp4 28.61 MB
3. Java/4. Array and Lists.vtt 12.70 KB
3. Java/5. Array and List Operations.mp4 29.62 MB
3. Java/5. Array and List Operations.vtt 10.75 KB
3. Java/6. If and Switch Statements.mp4 40.37 MB
3. Java/6. If and Switch Statements.vtt 14.71 KB
3. Java/7. While Loops.mp4 26.90 MB
3. Java/7. While Loops.vtt 13.23 KB
3. Java/8. For Loops.mp4 26.34 MB
3. Java/8. For Loops.vtt 11.35 KB
3. Java/9. Functions Intro.mp4 28.55 MB
3. Java/9. Functions Intro.vtt 11.41 KB
4. App Development/1. Intro To Android App Development.mp4 7.37 MB
4. App Development/1. Intro To Android App Development.vtt 2.14 KB
4. App Development/2. Building Basic UI.mp4 56.12 MB
4. App Development/2. Building Basic UI.vtt 16.78 KB
4. App Development/3. Connecting UI to Backend.mp4 24.91 MB
4. App Development/3. Connecting UI to Backend.vtt 7.94 KB
4. App Development/4. Implementing Backend and Tidying UI.mp4 37.82 MB
4. App Development/4. Implementing Backend and Tidying UI.vtt 11.59 KB
5. Machine Learning Concepts/1. Intro to ML.html 2.87 KB
5. Machine Learning Concepts/2. Pycharm Files.html 69 B
5. Machine Learning Concepts/2.1 Pycharm_Files.zip.zip 5.29 KB
6. Pycharm/1. Project Overview.mp4 7.07 MB
6. Pycharm/1. Project Overview.vtt 3.07 KB
6. Pycharm/2. Pycharm Source Files - Mammoth Interactive.html 68 B
6. Pycharm/2.1 Pycharm Source Files - Mammoth Interactive.zip.zip 1.48 MB
7. Introduction/1. Downloading and Installing Pycharm and Python.mp4 26.12 MB
7. Introduction/1. Downloading and Installing Pycharm and Python.vtt 9.78 KB
7. Introduction/2. Exploring Pycharm.mp4 23.24 MB
7. Introduction/2. Exploring Pycharm.vtt 10.56 KB
8. Python Language Basics/1. Introduction to Variables.mp4 34.80 MB
8. Python Language Basics/1. Introduction to Variables.vtt 17.59 KB
8. Python Language Basics/2. Variables Operations and Conversions.mp4 40.53 MB
8. Python Language Basics/2. Variables Operations and Conversions.vtt 16.70 KB
8. Python Language Basics/3. Collection Types.mp4 36.46 MB
8. Python Language Basics/3. Collection Types.vtt 17.71 KB
8. Python Language Basics/4. Collections Operations.mp4 32.06 MB
8. Python Language Basics/4. Collections Operations.vtt 11.37 KB
8. Python Language Basics/5. Control Flow If Statements.mp4 39.91 MB
8. Python Language Basics/5. Control Flow If Statements.vtt 17.00 KB
8. Python Language Basics/6. While and For Loops.mp4 35.05 MB
8. Python Language Basics/6. While and For Loops.vtt 14.20 KB
8. Python Language Basics/7. Functions.mp4 33.34 MB
8. Python Language Basics/7. Functions.vtt 15.33 KB
8. Python Language Basics/8. Classes and Objects.mp4 43.60 MB
8. Python Language Basics/8. Classes and Objects.vtt 21.20 KB
9. Tensorflow/1. Project Demo.mp4 13.05 MB
9. Tensorflow/1. Project Demo.vtt 3.15 KB
9. Tensorflow/10. Tensorflow Project Files - Mammoth Interactive.html 69 B
9. Tensorflow/10.1 Tensorflow Project Files - Mammoth Interactive.zip.zip 7.04 KB
9. Tensorflow/2. Topics List.mp4 18.25 MB
9. Tensorflow/2. Topics List.vtt 7.90 KB
9. Tensorflow/3. Importing Tensorflow to Pycharm.mp4 15.03 MB
9. Tensorflow/3. Importing Tensorflow to Pycharm.vtt 5.59 KB
9. Tensorflow/4. Constant Nodes and Sessions.mp4 24.11 MB
9. Tensorflow/4. Constant Nodes and Sessions.vtt 11.46 KB
9. Tensorflow/5. Variable Nodes.mp4 38.89 MB
9. Tensorflow/5. Variable Nodes.vtt 13.86 KB
9. Tensorflow/6. Placeholder Nodes.mp4 28.23 MB
9. Tensorflow/6. Placeholder Nodes.vtt 9.29 KB
9. Tensorflow/7. Operation nodes.mp4 50.72 MB
9. Tensorflow/7. Operation nodes.vtt 16.06 KB
9. Tensorflow/8. Loss, Optimizers, and Training.mp4 45.04 MB
9. Tensorflow/8. Loss, Optimizers, and Training.vtt 15.12 KB
9. Tensorflow/9. Building a Linear Regression Model.mp4 77.08 MB
9. Tensorflow/9. Building a Linear Regression Model.vtt 26.28 KB
[FreeCourseLab.com].url 126 B
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