Knowledge Quest - VideoAndMovie

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Subject covered:
1. Machine Learning ( 50 Videos )

18 Image Classification in Neural Network

9:45

18 Image Classification in Neural Network

17 Saving weights of Neural Network

4:49

17 Saving weights of Neural Network

16 Training the Neural Network

3:30

16 Training the Neural Network

15 Compiling the Neural Network

2:36

15 Compiling the Neural Network

14 Drop Out Layers in Neural Network

2:30

14 Drop Out Layers in Neural Network

13 Max Pooling layers in Neural Network

2:30

13 Max Pooling layers in Neural Network

12 Covolution layers in Neural Network

5:50

12 Covolution layers in Neural Network

11 Dense Layer in Neural Network

4:06

11 Dense Layer in Neural Network

10 Loading Images to Feed Neural Network

3:46

10 Loading Images to Feed Neural Network

9 Exploring Images From Dataset

2:51

9 Exploring Images From Dataset

8 Cifar10 Dataset

4:23

8 Cifar10 Dataset

7 Neural Network Architecture

5:19

7 Neural Network Architecture

6 Translational Invariance

4:18

6 Translational Invariance

5 Identify Images and Neural Networks

5:19

5 Identify Images and Neural Networks

4 Images and Neural Networks

4:53

4 Images and Neural Networks

3 Neural Networks and Keras

4:43

3 Neural Networks and Keras

2 Neural Networks

3:39

2 Neural Networks

1 Convolutional Neural Network

1:52

1 Convolutional Neural Network

8.6 Time Series CV

3:11

8.6 Time Series CV

8.5 Stratified CV

4:58

8.5 Stratified CV

7 3 Kernel Principal Component Analysis

5:04

7 3 Kernel Principal Component Analysis

8.4 Leave P out CV

4:30

8.4 Leave P out CV

8.3 Leave One Out CV

3:45

8.3 Leave One Out CV

8.2 K fold CV

3:43

8.2 K fold CV

8.1 Hold On CV

6:23

8.1 Hold On CV

8.0 Cross Validation

0:28

8.0 Cross Validation

7 2 Linear Discriminant Analysis

11:48

7 2 Linear Discriminant Analysis

7.1 Principal Component Analysis

9:20

7.1 Principal Component Analysis

7 0 Dimensionality Reduction

0:21

7 0 Dimensionality Reduction

6 3 Single Arm Bandit

15:02

6 3 Single Arm Bandit