LinkedIn - Computer Vision for Data Scientists

LinkedIn - Computer Vision for Data Scientists - Printable Version

+- Softwarez.Info - Software's World! (https://softwarez.info)
+-- Forum: Library Zone (https://softwarez.info/Forum-Library-Zone)
+--- Forum: Video Tutorials (https://softwarez.info/Forum-Video-Tutorials)
+--- Thread: LinkedIn - Computer Vision for Data Scientists (/Thread-LinkedIn-Computer-Vision-for-Data-Scientists)

LinkedIn - Computer Vision for Data Scientists - AD-TEAM - 06-27-2024

Download Free Download : LinkedIn - Computer Vision for Data Scientists
mp4 | Video: h264,1280X720 | Audio: AAC, 44.1 KHz
Genre:eLearning | Language: English | Size:498.81 MB

Files Included :

01 - Computer vision introduction.mp4 (3.19 MB)
MP4
02 - What you should know.mp4 (3.27 MB)
MP4
01 - What is computer vision.mp4 (4.82 MB)
MP4
02 - A history of computer vision.mp4 (12.35 MB)
MP4
03 - Limitations of traditional CV techniques.mp4 (6.25 MB)
MP4
04 - ImageNet.mp4 (9.02 MB)
MP4
05 - The deep learning revolution.mp4 (7.3 MB)
MP4
01 - Overview of CNNs.mp4 (12.87 MB)
MP4
02 - Why CNNs.mp4 (4.9 MB)
MP4
03 - Convolutional layers.mp4 (14.06 MB)
MP4
04 - Types of convolutions.mp4 (30.67 MB)
MP4
05 - Pooling layers.mp4 (7.98 MB)
MP4
06 - Activation functions.mp4 (8.93 MB)
MP4
07 - Fully connected layers.mp4 (7.62 MB)
MP4
01 - Supervised learning and loss functions.mp4 (6.89 MB)
MP4
02 - Backpropagation in CNNs.mp4 (9.25 MB)
MP4
03 - Optimization techniques.mp4 (10.71 MB)
MP4
04 - Regularization and data augmentation.mp4 (10.09 MB)
MP4
01 - LeNet.mp4 (14.14 MB)
MP4
02 - AlexNet.mp4 (21.65 MB)
MP4
03 - VGG.mp4 (7.24 MB)
MP4
04 - ResNet.mp4 (9.15 MB)
MP4
05 - MobileNetV1.mp4 (7.13 MB)
MP4
06 - MobileNetV2.mp4 (13.58 MB)
MP4
07 - MobileNetV3.mp4 (17.07 MB)
MP4
08 - EfficientNet.mp4 (13.63 MB)
MP4
01 - Introduction to transfer learning.mp4 (4.79 MB)
MP4
02 - Types of transfer learning.mp4 (7.04 MB)
MP4
03 - Steps in feature extracting and fine-tuning.mp4 (5.7 MB)
MP4
04 - Best practices for transfer learning.mp4 (8.04 MB)
MP4
01 - Setting up the environment.mp4 (9.28 MB)
MP4
02 - Dataset and DataLoader.mp4 (10.79 MB)
MP4
03 - Training setup.mp4 (8.44 MB)
MP4
04 - The training loop.mp4 (8.29 MB)
MP4
05 - Testing and evaluation.mp4 (8.38 MB)
MP4
06 - Inference.mp4 (7.83 MB)
MP4
01 - Introduction to SuperGradients.mp4 (8.62 MB)
MP4
02 - The trainer.mp4 (13.08 MB)
MP4
03 - Required training params.mp4 (11.83 MB)
MP4
04 - Optional training params.mp4 (19.35 MB)
MP4
05 - Training the model.mp4 (11.01 MB)
MP4
06 - Predicting with the model.mp4 (13 MB)
MP4
07 - How to solve almost any image classification problem with SG.mp4 (17.46 MB)
MP4
01 - Exponential moving average.mp4 (5.33 MB)
MP4
02 - Weight averaging.mp4 (6.12 MB)
MP4
03 - Batch accumulation.mp4 (7.15 MB)
MP4
04 - Precise BatchNorm.mp4 (5.03 MB)
MP4
05 - Zero weight decay on BatchNorm and bias.mp4 (4.25 MB)
MP4
06 - Training tricks in SuperGradients.mp4 (19.9 MB)
MP4
01 - Next steps.mp4 (3.63 MB)
MP4

[To see links please register or login]