Udemy Deployment of Machine Learning Models ARABIC BOOKWARE-BOOKTIME

Files Included :

1 Deployment course intro.mp4 (86.93 MB)
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2 Course contents and overview.mp4 (132.75 MB)
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3 Deployment pipeline.mp4 (101.77 MB)
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4 Deployment constraints.mp4 (85.07 MB)
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5 Deployment scenarios.mp4 (66.87 MB)
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10 Compression pipelines.mp4 (39.51 MB)
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11 Convolution Factorization.mp4 (153.75 MB)
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12 1x1 Convolution.mp4 (53.7 MB)
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13 Group convolution and 1x1 group convolution.mp4 (91.61 MB)
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14 Depth-wise separable convolution.mp4 (91.11 MB)
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15 ConDenseNet.mp4 (71.98 MB)
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16 ResNet, ResNext and 1x1 skip connections.mp4 (32.47 MB)
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17 InceptionNet and 1x1 bottleneck.mp4 (45.78 MB)
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18 SqueezeNet.mp4 (54.71 MB)
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19 MobileNet v1.mp4 (102.16 MB)
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20 ShuffleNet.mp4 (65.55 MB)
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21 MobileNet v2.mp4 (40.27 MB)
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22 Cheat Sheet Optimized pre-trained models vs Convolution types.mp4 (22.07 MB)
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23 NASNet.mp4 (135.07 MB)
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24 MobileNet v3.mp4 (10.21 MB)
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25 EfficientNet.mp4 (112.77 MB)
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26 TFLite overview and converter process.mp4 (252.87 MB)
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27 Rasperry Pi.mp4 (199.02 MB)
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28 TFLite + Rasperry Pi.mp4 (96.06 MB)
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29 Intel Movidius.mp4 (57.11 MB)
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30 TFLite + Android.mp4 (83.74 MB)
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31 Android Image Classification App on Static images.mp4 (181 MB)
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32 Android Image Classification App on Camera Feed.mp4 (45.61 MB)
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33 Android Object Detection App on Camera feed.mp4 (78.37 MB)
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34 Browser based deployment using TFJS.mp4 (214.31 MB)
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35 Device deployment wrap up.mp4 (31.5 MB)
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6 Model compression overview.mp4 (83.88 MB)
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7 Pruning.mp4 (190.61 MB)
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8 Distillation.mp4 (71.87 MB)
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9 Quantization.mp4 (225.02 MB)
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36 Client server overview and model options.mp4 (81.83 MB)
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37 Cloud based deployment and TFHub.mp4 (77.9 MB)
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38 Object detection use case with TF-API Blackbox Model Garden.mp4 (103.59 MB)
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39 TF-API Whitebox scenario Fine tune on custom data for Masks Detection.mp4 (96.69 MB)
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40 TF-API From scratch whitebox Yolov5 and DETR on SF Street Signs Detection.mp4 (147.36 MB)
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41 Serving qualities.mp4 (126.68 MB)
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42 Serving landscape.mp4 (61.96 MB)
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43 Flask.mp4 (136.75 MB)
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44 Django on AWS EC2.mp4 (244.73 MB)
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45 TFServing Native Deployment.mp4 (111.65 MB)
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46 Docker.mp4 (176.81 MB)
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47 TFServing + Docker Deployment.mp4 (136.44 MB)
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48 ONNX.mp4 (199.32 MB)
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49 MLOPs.mp4 (134.38 MB)
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50 Conclusion.mp4 (57.53 MB)
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