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

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5.9 GB

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0

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0

Files

99

Category

Other

Added

10/22/18 at 1:01pm GMT+1

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Verified by VeriPLUS

Infohash

730901ac1d1aa5bf7599b4bf2f5712c4795318d3

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Description

Udemy - Advanced Machine Learning & Data Analysis Projects Bootcamp

Dive into a world of data science and analysis with a wide range of examples including the CIFAR 100 image dataset, Xcode development for Apple, Swift coding, CoreML, image recognition, and structuring data with pandas.

File list

[FreeCourseLab.com] Udemy - Advanced Machine Learning & Data Analysis Projects Bootcamp
1. Introduction to Machine Learning + Software/1. Projects Overview.mp4 7 MB
1. Introduction to Machine Learning + Software/1. Projects Overview.vtt 2.7 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 435.1 MB
10. Building Apps With Machine Learning/1. Introduction - Improving Model Efficiency.mp4 27.8 MB
10. Building Apps With Machine Learning/1. Introduction - Improving Model Efficiency.vtt 7.7 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 4.6 KB
10. Building Apps With Machine Learning/3. Introduction to Tensorflow Lite.mp4 40.8 MB
10. Building Apps With Machine Learning/3. Introduction to Tensorflow Lite.vtt 13.8 KB
11. Text Summarizer/1. Introduction.mp4 20.2 MB
11. Text Summarizer/1. Introduction.vtt 8.4 KB
11. Text Summarizer/2. Exploring How Model Is Built.mp4 64.9 MB
11. Text Summarizer/2. Exploring How Model Is Built.vtt 17.7 KB
11. Text Summarizer/3. Exploring Training and Summarizing Mechanisms.mp4 46.5 MB
11. Text Summarizer/3. Exploring Training and Summarizing Mechanisms.vtt 12.4 KB
11. Text Summarizer/4. Exploring Training and Summarizing Code.mp4 36.8 MB
11. Text Summarizer/4. Exploring Training and Summarizing Code.vtt 10.2 KB
11. Text Summarizer/5. Testing the Model.mp4 24.5 MB
11. Text Summarizer/5. Testing the Model.vtt 6.8 KB
11. Text Summarizer/6. Text Summarizer Pycharm.html 69 B
11. Text Summarizer/6.1 Text_Summarizer_Pycharm.zip.zip 17.4 MB
12. Object Localization/1. Introductions.mp4 15.5 MB
12. Object Localization/1. Introductions.vtt 5.5 KB
12. Object Localization/2. Examining Project Code.mp4 73.5 MB
12. Object Localization/2. Examining Project Code.vtt 21.3 KB
12. Object Localization/3. Testing with a Mobile Device.mp4 34.2 MB
12. Object Localization/3. Testing with a Mobile Device.vtt 10.7 KB
13. Object Recognition/1. Introduction.mp4 15.2 MB
13. Object Recognition/1. Introduction.vtt 4.2 KB
13. Object Recognition/2. Examining Code.mp4 110.6 MB
13. Object Recognition/2. Examining Code.vtt 31.2 KB
13. Object Recognition/3. Testing on Mobile Device.mp4 28.7 MB
13. Object Recognition/3. Testing on Mobile Device.vtt 7.6 KB
14. Introduction to Tensorboard/1. Introduction to Upcoming Projects.mp4 11.2 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 63 MB
14. Introduction to Tensorboard/2. Examining Computational Graph In Tensorboard.vtt 18.3 KB
14. Introduction to Tensorboard/3. Analyzing Scalars and Histograms.mp4 55.1 MB
14. Introduction to Tensorboard/3. Analyzing Scalars and Histograms.vtt 17.5 KB
14. Introduction to Tensorboard/4. Modifying Model Parameters Across Multiple Runs.mp4 50.5 MB
14. Introduction to Tensorboard/4. Modifying Model Parameters Across Multiple Runs.vtt 14.5 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 11.4 MB
15. Advanced Machine Learning Concepts/1. Introduction to Upcoming Projects.mp4 99.5 MB
15. Advanced Machine Learning Concepts/1. Introduction to Upcoming Projects.vtt 25.6 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 5.3 KB
16. Advanced MNIST/1. Project Demonstration.mp4 15.3 MB
16. Advanced MNIST/1. Project Demonstration.vtt 4.8 KB
16. Advanced MNIST/10. Load and Display Digit Images.mp4 29.6 MB
16. Advanced MNIST/10. Load and Display Digit Images.vtt 7.7 KB
16. Advanced MNIST/11. Formatting Model Input.mp4 60.9 MB
16. Advanced MNIST/11. Formatting Model Input.vtt 17.2 KB
16. Advanced MNIST/12. Displaying Results and Summary.mp4 51.6 MB
16. Advanced MNIST/12. Displaying Results and Summary.vtt 13.4 KB
16. Advanced MNIST/13. Project Code - Mammoth Interactive.html 68 B
16. Advanced MNIST/13.1 Project Code - Mammoth Interactive.zip.zip 226.9 MB
16. Advanced MNIST/2. Project Overview.mp4 11.7 MB
16. Advanced MNIST/2. Project Overview.vtt 4.5 KB
16. Advanced MNIST/3. Building Neuron Functions.mp4 31.8 MB
16. Advanced MNIST/3. Building Neuron Functions.vtt 14.7 KB
16. Advanced MNIST/4. Building the Convolutional Layers.mp4 49.2 MB
16. Advanced MNIST/4. Building the Convolutional Layers.vtt 14.9 KB
16. Advanced MNIST/5. Building Dense, Dropout, and Readout Layers.mp4 67.7 MB
16. Advanced MNIST/5. Building Dense, Dropout, and Readout Layers.vtt 18.2 KB
16. Advanced MNIST/6. Writing Loss and Optimizer Functions and Training and Testing.mp4 92.6 MB
16. Advanced MNIST/6. Writing Loss and Optimizer Functions and Training and Testing.vtt 25.3 KB
16. Advanced MNIST/7. Optimizing Saved Graph.mp4 42.4 MB
16. Advanced MNIST/7. Optimizing Saved Graph.vtt 14.1 KB
16. Advanced MNIST/8. Setting up Android Project.mp4 51.8 MB
16. Advanced MNIST/8. Setting up Android Project.vtt 15.7 KB
16. Advanced MNIST/9. Setting Up UI.mp4 51 MB
16. Advanced MNIST/9. Setting Up UI.vtt 13.4 KB
17. Advanced CIFAR 100/1. Project Demo.mp4 13.5 MB
17. Advanced CIFAR 100/1. Project Demo.vtt 3.7 KB
17. Advanced CIFAR 100/10. Project Summary.mp4 41.8 MB
17. Advanced CIFAR 100/10. Project Summary.vtt 11.2 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 297.9 MB
17. Advanced CIFAR 100/2. Project Overview.mp4 11.4 MB
17. Advanced CIFAR 100/2. Project Overview.vtt 3.9 KB
17. Advanced CIFAR 100/3. Inputting and Formatting Data.mp4 38.7 MB
17. Advanced CIFAR 100/3. Inputting and Formatting Data.vtt 12.9 KB
17. Advanced CIFAR 100/4. Building the Model.mp4 42.6 MB
17. Advanced CIFAR 100/4. Building the Model.vtt 13 KB
17. Advanced CIFAR 100/5. Training, Testing, and Freezing the Model.mp4 41.1 MB
17. Advanced CIFAR 100/5. Training, Testing, and Freezing the Model.vtt 13.1 KB
17. Advanced CIFAR 100/6. Setting up Android Project.mp4 42.9 MB
17. Advanced CIFAR 100/6. Setting up Android Project.vtt 12.9 KB
17. Advanced CIFAR 100/7. Building User Interface.mp4 37.7 MB
17. Advanced CIFAR 100/7. Building User Interface.vtt 9.7 KB
17. Advanced CIFAR 100/8. Loading and Displaying Images.mp4 30.8 MB
17. Advanced CIFAR 100/8. Loading and Displaying Images.vtt 8.2 KB
17. Advanced CIFAR 100/9. Converting Image Data and Running Inference.mp4 33.3 MB
17. Advanced CIFAR 100/9. Converting Image Data and Running Inference.vtt 9.1 KB
18. Introduction to iOS/1. Introduction to iOS.mp4 6.5 MB
18. Introduction to iOS/1. Introduction to iOS.vtt 2.8 KB
19. Introduction to Xcode/1. Downloading and Installing Xcode.mp4 23.3 MB

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