Deep Learning - Convolutional Neural Networks with TensorFlow
File List
- Chapter 2 Convolutional Neural Networks (CNNs)/005. CNN Architecture.mp4 62.8 MB
- Chapter 2 Convolutional Neural Networks (CNNs)/006. CNN Code Preparation.mp4 59.7 MB
- Chapter 2 Convolutional Neural Networks (CNNs)/011. Improving CIFAR-10 Results.mp4 56.1 MB
- Chapter 2 Convolutional Neural Networks (CNNs)/004. Convolution on Color Images.mp4 55.9 MB
- Chapter 2 Convolutional Neural Networks (CNNs)/001. What Is Convolution (Part 1).mp4 55.2 MB
- Chapter 4 Transfer Learning for Computer Vision/005. Transfer Learning Code (Part 1).mp4 49.8 MB
- Chapter 3 Natural Language Processing (NLP)/002. Code Preparation (NLP).mp4 46.9 MB
- Chapter 3 Natural Language Processing (NLP)/001. Embeddings.mp4 43.3 MB
- Chapter 4 Transfer Learning for Computer Vision/001. Transfer Learning Theory.mp4 42.6 MB
- Chapter 4 Transfer Learning for Computer Vision/006. Transfer Learning Code (Part 2).mp4 37.2 MB
- Chapter 2 Convolutional Neural Networks (CNNs)/007. CNN for Fashion MNIST.mp4 34.6 MB
- Chapter 3 Natural Language Processing (NLP)/005. Text Classification with CNNs.mp4 32.0 MB
- Chapter 4 Transfer Learning for Computer Vision/003. Large Datasets and Data Generators.mp4 32.0 MB
- Chapter 3 Natural Language Processing (NLP)/004. CNNs for Text.mp4 30.1 MB
- Chapter 2 Convolutional Neural Networks (CNNs)/009. Data Augmentation.mp4 29.7 MB
- Chapter 4 Transfer Learning for Computer Vision/002. Some Pre-Trained Models (VGG, ResNet, Inception, MobileNet).mp4 26.2 MB
- Chapter 2 Convolutional Neural Networks (CNNs)/008. CNN for CIFAR-10.mp4 24.8 MB
- Chapter 3 Natural Language Processing (NLP)/003. Text Preprocessing.mp4 23.8 MB
- Chapter 1 Welcome/002. Outline.mp4 23.5 MB
- Chapter 2 Convolutional Neural Networks (CNNs)/003. What Is Convolution (Part 3).mp4 22.4 MB
- Chapter 2 Convolutional Neural Networks (CNNs)/002. What Is Convolution (Part 2).mp4 20.0 MB
- Chapter 2 Convolutional Neural Networks (CNNs)/010. Batch Normalization.mp4 19.3 MB
- Chapter 4 Transfer Learning for Computer Vision/004. 2 Approaches to Transfer Learning.mp4 18.9 MB
- Chapter 2 Convolutional Neural Networks (CNNs)/012. Suggestion Box.mp4 17.3 MB
- Chapter 1 Welcome/001. Introduction.mp4 15.8 MB
- Chapter 2 Convolutional Neural Networks (CNNs)/005. CNN Architecture.en.srt 29.8 KB
- Chapter 2 Convolutional Neural Networks (CNNs)/001. What Is Convolution (Part 1).en.srt 22.2 KB
- Chapter 2 Convolutional Neural Networks (CNNs)/004. Convolution on Color Images.en.srt 22.1 KB
- Chapter 2 Convolutional Neural Networks (CNNs)/006. CNN Code Preparation.en.srt 21.8 KB
- Chapter 3 Natural Language Processing (NLP)/002. Code Preparation (NLP).en.srt 17.3 KB
- Chapter 3 Natural Language Processing (NLP)/001. Embeddings.en.srt 16.4 KB
- Chapter 4 Transfer Learning for Computer Vision/005. Transfer Learning Code (Part 1).en.srt 15.0 KB
- Chapter 2 Convolutional Neural Networks (CNNs)/011. Improving CIFAR-10 Results.en.srt 14.4 KB
- Chapter 2 Convolutional Neural Networks (CNNs)/009. Data Augmentation.en.srt 12.0 KB
- Chapter 4 Transfer Learning for Computer Vision/001. Transfer Learning Theory.en.srt 11.6 KB
- Chapter 4 Transfer Learning for Computer Vision/006. Transfer Learning Code (Part 2).en.srt 11.1 KB
- Chapter 3 Natural Language Processing (NLP)/004. CNNs for Text.en.srt 10.4 KB
- Chapter 4 Transfer Learning for Computer Vision/003. Large Datasets and Data Generators.en.srt 9.3 KB
- Chapter 2 Convolutional Neural Networks (CNNs)/007. CNN for Fashion MNIST.en.srt 8.9 KB
- Chapter 2 Convolutional Neural Networks (CNNs)/003. What Is Convolution (Part 3).en.srt 8.6 KB
- Chapter 1 Welcome/002. Outline.en.srt 8.0 KB
- Chapter 4 Transfer Learning for Computer Vision/002. Some Pre-Trained Models (VGG, ResNet, Inception, MobileNet).en.srt 7.9 KB
- Chapter 2 Convolutional Neural Networks (CNNs)/002. What Is Convolution (Part 2).en.srt 7.8 KB
- Chapter 2 Convolutional Neural Networks (CNNs)/010. Batch Normalization.en.srt 7.3 KB
- Chapter 3 Natural Language Processing (NLP)/005. Text Classification with CNNs.en.srt 7.2 KB
- Chapter 3 Natural Language Processing (NLP)/003. Text Preprocessing.en.srt 6.7 KB
- Chapter 4 Transfer Learning for Computer Vision/004. 2 Approaches to Transfer Learning.en.srt 6.4 KB
- Chapter 2 Convolutional Neural Networks (CNNs)/008. CNN for CIFAR-10.en.srt 5.9 KB
- Chapter 2 Convolutional Neural Networks (CNNs)/012. Suggestion Box.en.srt 4.6 KB
- Chapter 1 Welcome/001. Introduction.en.srt 3.2 KB
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