|
|
001 Cycle GAN.mp4
|
MP4
|
32.7 MB
|
|
|
001 Cycle GAN_en.vtt
|
VTT
|
2.2 KB
|
|
|
001 Image-To-Image Translation.mp4
|
MP4
|
62.1 MB
|
|
|
001 Image-To-Image Translation_en.vtt
|
VTT
|
3.6 KB
|
|
|
001 Introduction.mp4
|
MP4
|
84.3 MB
|
|
|
001 Introduction_en.vtt
|
VTT
|
6.4 KB
|
|
|
001 MNIST using GAN.mp4
|
MP4
|
14.2 MB
|
|
|
001 MNIST using GAN_en.vtt
|
VTT
|
1.5 KB
|
|
|
001 Machine Learning.mp4
|
MP4
|
84.5 MB
|
|
|
001 Machine Learning_en.vtt
|
VTT
|
6.4 KB
|
|
|
001 Neural Networks.mp4
|
MP4
|
85.6 MB
|
|
|
001 Neural Networks_en.vtt
|
VTT
|
6.4 KB
|
|
|
001 What is Deep Learning.mp4
|
MP4
|
40.4 MB
|
|
|
001 What is Deep Learning_en.vtt
|
VTT
|
2.4 KB
|
|
|
001 What is a GAN.mp4
|
MP4
|
28.7 MB
|
|
|
001 What is a GAN_en.vtt
|
VTT
|
2.3 KB
|
|
|
002 Applications of Artificial Neural Networks.mp4
|
MP4
|
32.4 MB
|
|
|
002 Applications of Artificial Neural Networks_en.vtt
|
VTT
|
2 KB
|
|
|
002 Build and Test the Generator.mp4
|
MP4
|
36.4 MB
|
|
|
002 Build and Test the Generator_en.vtt
|
VTT
|
2.2 KB
|
|
|
002 Deep Learning Applications.mp4
|
MP4
|
42.9 MB
|
|
|
002 Deep Learning Applications_en.vtt
|
VTT
|
2.3 KB
|
|
|
002 GAN Applications.mp4
|
MP4
|
11.7 MB
|
|
|
002 GAN Applications_en.vtt
|
VTT
|
819.2 B
|
|
|
002 Initial Setup.mp4
|
MP4
|
91.7 MB
|
|
|
002 Initial Setup_en.vtt
|
VTT
|
6.7 KB
|
|
|
002 Supervised Learning.mp4
|
MP4
|
41 MB
|
|
|
002 Supervised Learning_en.vtt
|
VTT
|
3.7 KB
|
|
|
003 Build the Discriminator.mp4
|
MP4
|
22.1 MB
|
|
|
003 Build the Discriminator_en.vtt
|
VTT
|
1.6 KB
|
|
|
003 Deep Learning Algorithms and Architectures.mp4
|
MP4
|
12 MB
|
|
|
003 Deep Learning Algorithms and Architectures_en.vtt
|
VTT
|
1 KB
|
|
|
003 MMNIST Handwritten Digit Dataset.mp4
|
MP4
|
12.3 MB
|
|
|
003 MMNIST Handwritten Digit Dataset_en.vtt
|
VTT
|
1 KB
|
|
|
003 Single-Layer Neural Networks (Perceptron).mp4
|
MP4
|
19.2 MB
|
|
|
003 Single-Layer Neural Networks (Perceptron)_en.vtt
|
VTT
|
1.3 KB
|
|
|
003 Type of GANs.mp4
|
MP4
|
14.8 MB
|
|
|
003 Type of GANs_en.vtt
|
VTT
|
716.8 B
|
|
|
003 Unsupervised Learning.mp4
|
MP4
|
34.3 MB
|
|
|
003 Unsupervised Learning_en.vtt
|
VTT
|
3.2 KB
|
|
|
004 Convolutional Neural Networks (CNNs).mp4
|
MP4
|
48.9 MB
|
|
|
004 Convolutional Neural Networks (CNNs)_en.vtt
|
VTT
|
4.4 KB
|
|
|
004 DCGANs.mp4
|
MP4
|
30.2 MB
|
|
|
004 DCGANs_en.vtt
|
VTT
|
2.7 KB
|
|
|
004 Load and Prepare the Dataset.mp4
|
MP4
|
64.1 MB
|
|
|
004 Load and Prepare the Dataset_en.vtt
|
VTT
|
5.4 KB
|
|
|
004 Multi-Layer Neural Networks.mp4
|
MP4
|
39.3 MB
|
|
|
004 Multi-Layer Neural Networks_en.vtt
|
VTT
|
2.6 KB
|
|
|
004 Semi-Supervised Learning.mp4
|
MP4
|
23 MB
|
|
|
004 Semi-Supervised Learning_en.vtt
|
VTT
|
2.7 KB
|
|
|
004 Training and Generate Image.mp4
|
MP4
|
52.2 MB
|
|
|
004 Training and Generate Image_en.vtt
|
VTT
|
2.1 KB
|
|
|
005 Activation Functions.mp4
|
MP4
|
22.5 MB
|
|
|
005 Activation Functions_en.vtt
|
VTT
|
1.9 KB
|
|
|
005 Create the Models.mp4
|
MP4
|
77.7 MB
|
|
|
005 Create the Models_en.vtt
|
VTT
|
6 KB
|
|
|
005 Learning Methods Comparison.mp4
|
MP4
|
29.9 MB
|
|
|
005 Learning Methods Comparison_en.vtt
|
VTT
|
2 KB
|
|
|
005 Recurrent Neural Networks(RNNs).mp4
|
MP4
|
57.5 MB
|
|
|
005 Recurrent Neural Networks(RNNs)_en.vtt
|
VTT
|
5.1 KB
|
|
|
005 SGAN.mp4
|
MP4
|
14.7 MB
|
|
|
005 SGAN_en.vtt
|
VTT
|
1.3 KB
|
|
|
006 Conditional GAN.mp4
|
MP4
|
19.2 MB
|
|
|
006 Conditional GAN_en.vtt
|
VTT
|
2 KB
|
|
|
006 Define and Train the Model.mp4
|
MP4
|
14.9 MB
|
|
|
006 Define and Train the Model_en.vtt
|
VTT
|
1.3 KB
|
|
|
006 Long Short-Term Memory (LSTM).mp4
|
MP4
|
28.5 MB
|
|
|
006 Long Short-Term Memory (LSTM)_en.vtt
|
VTT
|
3.6 KB
|
|
|
006 Neural Network Example with Number.mp4
|
MP4
|
23.5 MB
|
|
|
006 Neural Network Example with Number_en.vtt
|
VTT
|
1.5 KB
|
|
|
006 Reinforcement Learning.mp4
|
MP4
|
39.7 MB
|
|
|
006 Reinforcement Learning_en.vtt
|
VTT
|
3 KB
|
|
|
007 Cycle GAN.mp4
|
MP4
|
26.2 MB
|
|
|
007 Cycle GAN_en.vtt
|
VTT
|
1.8 KB
|
|
|
007 Learning Example.mp4
|
MP4
|
31.9 MB
|
|
|
007 Learning Example_en.vtt
|
VTT
|
2.3 KB
|
|
|
007 Residual Neural Network Learning (ResNets).mp4
|
MP4
|
24.5 MB
|
|
|
007 Residual Neural Network Learning (ResNets)_en.vtt
|
VTT
|
2.2 KB
|
|
|
007 TensorFlow Practicing.mp4
|
MP4
|
293.4 MB
|
|
|
007 TensorFlow Practicing_en.vtt
|
VTT
|
33.9 KB
|
|
|
008 Classifying Images with Deep Convolutional Neural Networks.mp4
|
MP4
|
169.4 MB
|
|
|
008 Classifying Images with Deep Convolutional Neural Networks_en.vtt
|
VTT
|
20.2 KB
|
|
|
008 Design a Learning System.mp4
|
MP4
|
50 MB
|
|
|
008 Design a Learning System_en.vtt
|
VTT
|
3.8 KB
|
|
|
008 Simple Gan.mp4
|
MP4
|
96.5 MB
|
|
|
008 Simple Gan_en.vtt
|
VTT
|
10.8 KB
|
|
|
008 TensorFlow Practicing-MLP.mp4
|
MP4
|
188.8 MB
|
|
|
008 TensorFlow Practicing-MLP_en.vtt
|
VTT
|
23 KB
|
|
|
009 DCGAN.mp4
|
MP4
|
53.6 MB
|
|
|
009 DCGAN_en.vtt
|
VTT
|
5.5 KB
|
|
|
009 Leaning Error Types.mp4
|
MP4
|
20.1 MB
|
|
|
009 Leaning Error Types_en.vtt
|
VTT
|
1.4 KB
|
|
|
009 Modeling Sequential Data Using Recurrent Neural Networks.mp4
|
MP4
|
105.4 MB
|
|
|
009 Modeling Sequential Data Using Recurrent Neural Networks_en.vtt
|
VTT
|
14.3 KB
|
|
|
010 Underfitting and Overfitting.mp4
|
MP4
|
13.6 MB
|
|
|
010 Underfitting and Overfitting_en.vtt
|
VTT
|
1.1 KB
|
|
|
011 Clustering-kmeans.mp4
|
MP4
|
52.7 MB
|
|
|
011 Clustering-kmeans_en.vtt
|
VTT
|
7.7 KB
|
|
|
012 Data Preprocessing.mp4
|
MP4
|
127.7 MB
|
|
|
012 Data Preprocessing_en.vtt
|
VTT
|
23.3 KB
|
|
|
013 Coding Example using Scikit-Learn.mp4
|
MP4
|
91.4 MB
|
|
|
013 Coding Example using Scikit-Learn_en.vtt
|
VTT
|
11.6 KB
|
|
|
36659484-Introduction.pdf
|
PDF
|
2.5 MB
|
|
|
36660332-Lecture-2.pdf
|
PDF
|
1 MB
|
|
|
38190436-clustering.ipynb
|
IPYNB
|
42.9 KB
|
|
|
39379018-lect-21.ipynb
|
IPYNB
|
31.5 KB
|
|
|
39380246-TensorFlow-MLP.ipynb
|
IPYNB
|
206.8 KB
|
|
|
39503732-image-classifying-using-DNN-p1.ipynb
|
IPYNB
|
33.2 KB
|
|
|
39534670-RNN-p1.ipynb
|
IPYNB
|
28.3 KB
|
|
|
39534952-First-GAN.ipynb
|
IPYNB
|
1.2 MB
|
|
|
39535112-DCGAN.ipynb
|
IPYNB
|
79.3 KB
|
|
|
Bonus Resources.txt
|
TXT
|
409.6 B
|
|
|
Get Bonus Downloads Here.url
|
URL
|
204.8 B
|
|
|
external-assets-links.txt
|
TXT
|
0 B
|
|
|
movie_data.csv
|
CSV
|
62.8 MB
|
