DevCourseWeb com Udemy Generative Adversarial Networks GANs in Practice

DevCourseWeb com Udemy Generative Adversarial Networks GANs in Practice

Name	[ DevCourseWeb.com ] Udemy - Generative Adversarial Networks (GANs) in Practice	DOWNLOAD Copy Link
Total Size	2.9 GB
Total Files	119
Last Seen	2024-07-23 00:50
Hash	8C80A720AD714E006510F7B7DA7148C00CC5EC17

/
Get Bonus Downloads Here.url	0.2 KB
/01 - Introduction/
001 Introduction.mp4	88.4 MB
001 Introduction_en.vtt	6.5 KB
36659484-Introduction.pdf	2.7 MB
/.../02 - Machine Learning/
001 Machine Learning.mp4	88.6 MB
001 Machine Learning_en.vtt	6.6 KB
002 Supervised Learning.mp4	43.0 MB
002 Supervised Learning_en.vtt	3.7 KB
003 Unsupervised Learning.mp4	36.0 MB
003 Unsupervised Learning_en.vtt	3.3 KB
004 Semi-Supervised Learning.mp4	24.1 MB
004 Semi-Supervised Learning_en.vtt	2.8 KB
005 Learning Methods Comparison.mp4	31.3 MB
005 Learning Methods Comparison_en.vtt	2.0 KB
006 Reinforcement Learning.mp4	41.7 MB
006 Reinforcement Learning_en.vtt	3.1 KB
007 Learning Example.mp4	33.4 MB
007 Learning Example_en.vtt	2.3 KB
008 Design a Learning System.mp4	52.4 MB
008 Design a Learning System_en.vtt	3.9 KB
009 Leaning Error Types.mp4	21.1 MB
009 Leaning Error Types_en.vtt	1.4 KB
010 Underfitting and Overfitting.mp4	14.2 MB
010 Underfitting and Overfitting_en.vtt	1.1 KB
011 Clustering-kmeans.mp4	55.3 MB
011 Clustering-kmeans_en.vtt	7.9 KB
012 Data Preprocessing.mp4	133.9 MB
012 Data Preprocessing_en.vtt	23.9 KB
013 Coding Example using Scikit-Learn.mp4	95.9 MB
013 Coding Example using Scikit-Learn_en.vtt	11.9 KB
36660332-Lecture-2.pdf	1.1 MB
38190436-clustering.ipynb	43.9 KB
external-assets-links.txt	1.1 KB
/.../03 - Artificial Neural Networks/
001 Neural Networks.mp4	89.8 MB
001 Neural Networks_en.vtt	6.5 KB
002 Applications of Artificial Neural Networks.mp4	34.0 MB
002 Applications of Artificial Neural Networks_en.vtt	2.0 KB
003 Single-Layer Neural Networks (Perceptron).mp4	20.2 MB
003 Single-Layer Neural Networks (Perceptron)_en.vtt	1.4 KB
004 Multi-Layer Neural Networks.mp4	41.2 MB
004 Multi-Layer Neural Networks_en.vtt	2.6 KB
005 Activation Functions.mp4	23.6 MB
005 Activation Functions_en.vtt	1.9 KB
006 Neural Network Example with Number.mp4	24.6 MB
006 Neural Network Example with Number_en.vtt	1.5 KB
007 TensorFlow Practicing.mp4	307.6 MB
007 TensorFlow Practicing_en.vtt	34.7 KB
008 TensorFlow Practicing-MLP.mp4	198.0 MB
008 TensorFlow Practicing-MLP_en.vtt	23.6 KB
39379018-lect-21.ipynb	32.2 KB
39380246-TensorFlow-MLP.ipynb	211.7 KB
external-assets-links.txt	0.5 KB
/.../04 - Deep Learning/
001 What is Deep Learning.mp4	42.4 MB
001 What is Deep Learning_en.vtt	2.4 KB
002 Deep Learning Applications.mp4	45.0 MB
002 Deep Learning Applications_en.vtt	2.4 KB
003 Deep Learning Algorithms and Architectures.mp4	12.6 MB
003 Deep Learning Algorithms and Architectures_en.vtt	1.0 KB
004 Convolutional Neural Networks (CNNs).mp4	51.3 MB
004 Convolutional Neural Networks (CNNs)_en.vtt	4.5 KB
005 Recurrent Neural Networks(RNNs).mp4	60.3 MB
005 Recurrent Neural Networks(RNNs)_en.vtt	5.2 KB
006 Long Short-Term Memory (LSTM).mp4	29.9 MB
006 Long Short-Term Memory (LSTM)_en.vtt	3.7 KB
007 Residual Neural Network Learning (ResNets).mp4	25.7 MB
007 Residual Neural Network Learning (ResNets)_en.vtt	2.3 KB
008 Classifying Images with Deep Convolutional Neural Networks.mp4	177.7 MB
008 Classifying Images with Deep Convolutional Neural Networks_en.vtt	20.6 KB
009 Modeling Sequential Data Using Recurrent Neural Networks.mp4	110.5 MB
009 Modeling Sequential Data Using Recurrent Neural Networks_en.vtt	14.6 KB
39503732-image-classifying-using-DNN-p1.ipynb	34.0 KB
39534670-RNN-p1.ipynb	29.0 KB
external-assets-links.txt	1.0 KB
movie_data.csv	65.9 MB
/.../05 - Generative Adversarial Networks/
001 What is a GAN.mp4	30.1 MB
001 What is a GAN_en.vtt	2.3 KB
002 GAN Applications.mp4	12.2 MB
002 GAN Applications_en.vtt	0.9 KB
003 Type of GANs.mp4	15.5 MB
003 Type of GANs_en.vtt	0.8 KB
004 DCGANs.mp4	31.7 MB
004 DCGANs_en.vtt	2.8 KB
005 SGAN.mp4	15.4 MB
005 SGAN_en.vtt	1.3 KB
006 Conditional GAN.mp4	20.1 MB
006 Conditional GAN_en.vtt	2.0 KB
007 Cycle GAN.mp4	27.5 MB
007 Cycle GAN_en.vtt	1.9 KB
008 Simple Gan.mp4	101.2 MB
008 Simple Gan_en.vtt	11.1 KB
009 DCGAN.mp4	56.2 MB
009 DCGAN_en.vtt	5.6 KB
39534952-First-GAN.ipynb	1.3 MB
39535112-DCGAN.ipynb	81.2 KB
external-assets-links.txt	0.2 KB
/.../06 - GAN for MNIST and FASHION/
001 MNIST using GAN.mp4	14.9 MB
001 MNIST using GAN_en.vtt	1.5 KB
002 Initial Setup.mp4	96.1 MB
002 Initial Setup_en.vtt	6.8 KB
003 MMNIST Handwritten Digit Dataset.mp4	12.9 MB
003 MMNIST Handwritten Digit Dataset_en.vtt	1.1 KB
004 Load and Prepare the Dataset.mp4	67.2 MB
004 Load and Prepare the Dataset_en.vtt	5.5 KB
005 Create the Models.mp4	81.4 MB
005 Create the Models_en.vtt	6.2 KB
006 Define and Train the Model.mp4	15.6 MB
006 Define and Train the Model_en.vtt	1.4 KB
external-assets-links.txt	0.0 KB
/.../07 - Conditional GAN/
001 Image-To-Image Translation.mp4	65.2 MB
001 Image-To-Image Translation_en.vtt	3.7 KB
002 Build and Test the Generator.mp4	38.2 MB
002 Build and Test the Generator_en.vtt	2.3 KB
003 Build the Discriminator.mp4	23.2 MB
003 Build the Discriminator_en.vtt	1.6 KB
004 Training and Generate Image.mp4	54.7 MB
004 Training and Generate Image_en.vtt	2.2 KB
/.../08 - Cycle GAN/
001 Cycle GAN.mp4	34.2 MB
001 Cycle GAN_en.vtt	2.2 KB
/~Get Your Files Here !/
Bonus Resources.txt	0.4 KB
Total files 119