Instructional Video5:54
Curated Video

Deep Learning CNN Convolutional Neural Networks with Python - VGG

Higher Ed
This video explains about VGG.<br<br/>/>

This clip is from the chapter "Classical CNNs" of the series "Deep Learning CNN: Convolutional Neural Networks with Python".This section focuses on classical CNNs.
Instructional Video18:59
Curated Video

Deep Learning CNN Convolutional Neural Networks with Python - NonVectorized Implementations of Conv2d and Pool2d

Higher Ed
This video helps in NonVectorized implementations of Conv2d and Pool2d.
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This clip is from the chapter "Deep Neural Network Architecture" of the series "Deep Learning CNN: Convolutional Neural Networks with Python".This...
Instructional Video1:50
Curated Video

Deep Learning CNN Convolutional Neural Networks with Python - LeNet Solution

Higher Ed
This is a solution video on LeNet.<br<br/>/>

This clip is from the chapter "Classical CNNs" of the series "Deep Learning CNN: Convolutional Neural Networks with Python".This section focuses on classical CNNs.
Instructional Video8:11
Curated Video

Deep Learning CNN Convolutional Neural Networks with Python - InceptionNet

Higher Ed
This video explains about InceptionNet.<br<br/>/>

This clip is from the chapter "Classical CNNs" of the series "Deep Learning CNN: Convolutional Neural Networks with Python".This section focuses on classical CNNs.
Instructional Video16:54
Curated Video

Deep Learning CNN Convolutional Neural Networks with Python - Implementation of Image Blurring Edge Detection Image Sharpening in Python

Higher Ed
This video focuses on the process of implementing image blurring edge detection image sharpening in Python.
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This clip is from the chapter "Image Processing" of the series "Deep Learning CNN: Convolutional Neural Networks with...
Instructional Video8:21
Curated Video

Deep Learning CNN Convolutional Neural Networks with Python - Implementation in NumPy ForwardPass

Higher Ed
This video demonstrates the implementation in NumPy ForwardPass.
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This clip is from the chapter "Gradient Descent in CNNs" of the series "Deep Learning CNN: Convolutional Neural Networks with Python".This section focuses on...
Instructional Video12:03
Curated Video

Deep Learning CNN Convolutional Neural Networks with Python - Image Processing Activity Solution

Higher Ed
This is an activity solution video on image processing.<br<br/>/>

This clip is from the chapter "Image Processing" of the series "Deep Learning CNN: Convolutional Neural Networks with Python".This section focuses on image processing.
Instructional Video3:48
Curated Video

Deep Learning CNN Convolutional Neural Networks with Python - Image Processing Activity

Higher Ed
This is an activity video on image processing.<br<br/>/>

This clip is from the chapter "Image Processing" of the series "Deep Learning CNN: Convolutional Neural Networks with Python".This section focuses on image processing.
Instructional Video9:01
Curated Video

Deep Learning CNN Convolutional Neural Networks with Python - Gradients of Convolutional Layer

Higher Ed
This video explains gradients of the convolutional layer.
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This clip is from the chapter "Gradient Descent in CNNs" of the series "Deep Learning CNN: Convolutional Neural Networks with Python".This section focuses on gradient...
Instructional Video4:48
Curated Video

Deep Learning CNN Convolutional Neural Networks with Python - General Image Filtering

Higher Ed
This video explains about general image filtering.<br<br/>/>

This clip is from the chapter "Image Processing" of the series "Deep Learning CNN: Convolutional Neural Networks with Python".This section focuses on image processing.
Instructional Video8:31
Curated Video

Deep Learning CNN Convolutional Neural Networks with Python - Convolution and Pooling Details

Higher Ed
This video showcases convolution and pooling details.
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This clip is from the chapter "Deep Neural Network Architecture" of the series "Deep Learning CNN: Convolutional Neural Networks with Python".This section focuses on the...
Instructional Video5:14
Curated Video

Deep Learning CNN Convolutional Neural Networks with Python - Convolution

Higher Ed
This video demonstrates about convolution.<br<br/>/>

This clip is from the chapter "Image Processing" of the series "Deep Learning CNN: Convolutional Neural Networks with Python".This section focuses on image processing.
Instructional Video7:04
Curated Video

Deep Learning CNN Convolutional Neural Networks with Python - CNN Example

Higher Ed
This video demonstrates an example of a CNN.
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This clip is from the chapter "Deep Neural Network Architecture" of the series "Deep Learning CNN: Convolutional Neural Networks with Python".This section focuses on the deep...
Instructional Video1:44
Curated Video

Python for Deep Learning - Build Neural Networks in Python - Fully Connected Layer

Higher Ed
In this video, you will learn about fully connected layer.
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This clip is from the chapter "Convolutional Neural Networks (CNN)" of the series "Python for Deep Learning — Build Neural Networks in Python".In this section, we...
Instructional Video8:56
Packt

Fundamentals of Neural Networks - VGG16

Higher Ed
This video explains VGG16 which is a convolutional neural network model proposed by K. Simonyan and A. Zisserman from the University of Oxford in the paper "Very Deep Convolutional Networks for Large-Scale Image Recognition". This clip...
Instructional Video18:59
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Deep Neural Network Architecture: Nonvectorized Implementations of Conv2d and Pool2d

Higher Ed
In this video, we will cover nonvectorized implementations of Conv2d and Pool2d.
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br/>
This clip is from the chapter "Deep learning: Convolutional Neural Networks with Python" of the series "Data Science and Machine Learning...
Instructional Video7:03
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Deep Neural Network Architecture: Why Convolution

Higher Ed
In this video, we will understand why convolution.
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This clip is from the chapter "Deep learning: Convolutional Neural Networks with Python" of the series "Data Science and Machine Learning (Theory and Projects) A to Z".In...
Instructional Video7:54
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Deep Neural Network Architecture: Pooling Tensors

Higher Ed
In this video, we will cover pooling Tensors.
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This clip is from the chapter "Deep learning: Convolutional Neural Networks with Python" of the series "Data Science and Machine Learning (Theory and Projects) A to Z".In this...
Instructional Video8:17
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Deep Neural Network Architecture: Convolution Revisited

Higher Ed
In this video, we will cover convolution revisited.
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This clip is from the chapter "Deep learning: Convolutional Neural Networks with Python" of the series "Data Science and Machine Learning (Theory and Projects) A to Z".In...
Instructional Video8:31
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Deep Neural Network Architecture: Convolution and Pooling Details

Higher Ed
In this video, we will cover convolution and pooling details.
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br/>
This clip is from the chapter "Deep learning: Convolutional Neural Networks with Python" of the series "Data Science and Machine Learning (Theory and Projects) A...
Instructional Video7:04
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Deep Neural Network Architecture: CNN Example

Higher Ed
In this video, we will cover CNN example.
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br/>
This clip is from the chapter "Deep learning: Convolutional Neural Networks with Python" of the series "Data Science and Machine Learning (Theory and Projects) A to Z".In this...
Instructional Video5:54
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Classical CNNs: VGG

Higher Ed
In this video, we will cover VGG.
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br/>
This clip is from the chapter "Deep learning: Convolutional Neural Networks with Python" of the series "Data Science and Machine Learning (Theory and Projects) A to Z".In this section, we...
Instructional Video7:24
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Classical CNNs: LeNet

Higher Ed
In this video, we will cover LeNet.
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br/>
This clip is from the chapter "Deep learning: Convolutional Neural Networks with Python" of the series "Data Science and Machine Learning (Theory and Projects) A to Z".In this section, we...
Instructional Video8:12
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Classical CNNs: InceptionNet

Higher Ed
In this video, we will cover InceptionNet.
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br/>
This clip is from the chapter "Deep learning: Convolutional Neural Networks with Python" of the series "Data Science and Machine Learning (Theory and Projects) A to Z".In this...