Udemy Deployment of Machine Learning Models ARABIC BOOKWARE-BOOKTIME
Language: English | Size:5.18 GB
Genre:eLearning
Files Included :
1 Deployment course intro.mp4 (86.93 MB)
MP4
2 Course contents and overview.mp4 (132.75 MB)
MP4
3 Deployment pipeline.mp4 (101.77 MB)
MP4
4 Deployment constraints.mp4 (85.07 MB)
MP4
5 Deployment scenarios.mp4 (66.87 MB)
MP4
10 Compression pipelines.mp4 (39.51 MB)
MP4
11 Convolution Factorization.mp4 (153.75 MB)
MP4
12 1x1 Convolution.mp4 (53.7 MB)
MP4
13 Group convolution and 1x1 group convolution.mp4 (91.61 MB)
MP4
14 Depth-wise separable convolution.mp4 (91.11 MB)
MP4
15 ConDenseNet.mp4 (71.98 MB)
MP4
16 ResNet, ResNext and 1x1 skip connections.mp4 (32.47 MB)
MP4
17 InceptionNet and 1x1 bottleneck.mp4 (45.78 MB)
MP4
18 SqueezeNet.mp4 (54.71 MB)
MP4
19 MobileNet v1.mp4 (102.16 MB)
MP4
20 ShuffleNet.mp4 (65.55 MB)
MP4
21 MobileNet v2.mp4 (40.27 MB)
MP4
22 Cheat Sheet Optimized pre-trained models vs Convolution types.mp4 (22.07 MB)
MP4
23 NASNet.mp4 (135.07 MB)
MP4
24 MobileNet v3.mp4 (10.21 MB)
MP4
25 EfficientNet.mp4 (112.77 MB)
MP4
26 TFLite overview and converter process.mp4 (252.87 MB)
MP4
27 Rasperry Pi.mp4 (199.02 MB)
MP4
28 TFLite + Rasperry Pi.mp4 (96.06 MB)
MP4
29 Intel Movidius.mp4 (57.11 MB)
MP4
30 TFLite + Android.mp4 (83.74 MB)
MP4
31 Android Image Classification App on Static images.mp4 (181 MB)
MP4
32 Android Image Classification App on Camera Feed.mp4 (45.61 MB)
MP4
33 Android Object Detection App on Camera feed.mp4 (78.37 MB)
MP4
34 Browser based deployment using TFJS.mp4 (214.31 MB)
MP4
35 Device deployment wrap up.mp4 (31.5 MB)
MP4
6 Model compression overview.mp4 (83.88 MB)
MP4
7 Pruning.mp4 (190.61 MB)
MP4
8 Distillation.mp4 (71.87 MB)
MP4
9 Quantization.mp4 (225.02 MB)
MP4
36 Client server overview and model options.mp4 (81.83 MB)
MP4
37 Cloud based deployment and TFHub.mp4 (77.9 MB)
MP4
38 Object detection use case with TF-API Blackbox Model Garden.mp4 (103.59 MB)
MP4
39 TF-API Whitebox scenario Fine tune on custom data for Masks Detection.mp4 (96.69 MB)
MP4
40 TF-API From scratch whitebox Yolov5 and DETR on SF Street Signs Detection.mp4 (147.36 MB)
MP4
41 Serving qualities.mp4 (126.68 MB)
MP4
42 Serving landscape.mp4 (61.96 MB)
MP4
43 Flask.mp4 (136.75 MB)
MP4
44 Django on AWS EC2.mp4 (244.73 MB)
MP4
45 TFServing Native Deployment.mp4 (111.65 MB)
MP4
46 Docker.mp4 (176.81 MB)
MP4
47 TFServing + Docker Deployment.mp4 (136.44 MB)
MP4
48 ONNX.mp4 (199.32 MB)
MP4
49 MLOPs.mp4 (134.38 MB)
MP4
50 Conclusion.mp4 (57.53 MB)
MP4
MP4
2 Course contents and overview.mp4 (132.75 MB)
MP4
3 Deployment pipeline.mp4 (101.77 MB)
MP4
4 Deployment constraints.mp4 (85.07 MB)
MP4
5 Deployment scenarios.mp4 (66.87 MB)
MP4
10 Compression pipelines.mp4 (39.51 MB)
MP4
11 Convolution Factorization.mp4 (153.75 MB)
MP4
12 1x1 Convolution.mp4 (53.7 MB)
MP4
13 Group convolution and 1x1 group convolution.mp4 (91.61 MB)
MP4
14 Depth-wise separable convolution.mp4 (91.11 MB)
MP4
15 ConDenseNet.mp4 (71.98 MB)
MP4
16 ResNet, ResNext and 1x1 skip connections.mp4 (32.47 MB)
MP4
17 InceptionNet and 1x1 bottleneck.mp4 (45.78 MB)
MP4
18 SqueezeNet.mp4 (54.71 MB)
MP4
19 MobileNet v1.mp4 (102.16 MB)
MP4
20 ShuffleNet.mp4 (65.55 MB)
MP4
21 MobileNet v2.mp4 (40.27 MB)
MP4
22 Cheat Sheet Optimized pre-trained models vs Convolution types.mp4 (22.07 MB)
MP4
23 NASNet.mp4 (135.07 MB)
MP4
24 MobileNet v3.mp4 (10.21 MB)
MP4
25 EfficientNet.mp4 (112.77 MB)
MP4
26 TFLite overview and converter process.mp4 (252.87 MB)
MP4
27 Rasperry Pi.mp4 (199.02 MB)
MP4
28 TFLite + Rasperry Pi.mp4 (96.06 MB)
MP4
29 Intel Movidius.mp4 (57.11 MB)
MP4
30 TFLite + Android.mp4 (83.74 MB)
MP4
31 Android Image Classification App on Static images.mp4 (181 MB)
MP4
32 Android Image Classification App on Camera Feed.mp4 (45.61 MB)
MP4
33 Android Object Detection App on Camera feed.mp4 (78.37 MB)
MP4
34 Browser based deployment using TFJS.mp4 (214.31 MB)
MP4
35 Device deployment wrap up.mp4 (31.5 MB)
MP4
6 Model compression overview.mp4 (83.88 MB)
MP4
7 Pruning.mp4 (190.61 MB)
MP4
8 Distillation.mp4 (71.87 MB)
MP4
9 Quantization.mp4 (225.02 MB)
MP4
36 Client server overview and model options.mp4 (81.83 MB)
MP4
37 Cloud based deployment and TFHub.mp4 (77.9 MB)
MP4
38 Object detection use case with TF-API Blackbox Model Garden.mp4 (103.59 MB)
MP4
39 TF-API Whitebox scenario Fine tune on custom data for Masks Detection.mp4 (96.69 MB)
MP4
40 TF-API From scratch whitebox Yolov5 and DETR on SF Street Signs Detection.mp4 (147.36 MB)
MP4
41 Serving qualities.mp4 (126.68 MB)
MP4
42 Serving landscape.mp4 (61.96 MB)
MP4
43 Flask.mp4 (136.75 MB)
MP4
44 Django on AWS EC2.mp4 (244.73 MB)
MP4
45 TFServing Native Deployment.mp4 (111.65 MB)
MP4
46 Docker.mp4 (176.81 MB)
MP4
47 TFServing + Docker Deployment.mp4 (136.44 MB)
MP4
48 ONNX.mp4 (199.32 MB)
MP4
49 MLOPs.mp4 (134.38 MB)
MP4
50 Conclusion.mp4 (57.53 MB)
MP4
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