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Deep Learning - Convolutional Neural Networks with TensorFlow - Transfer Learning Code (Part 2)
In this video, we will dive into action and look at codes for transfer learning without data augmentation. This clip is from the chapter "Transfer Learning for Computer Vision" of the series "Deep Learning - Convolutional Neural Networks...
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Deep Learning - Convolutional Neural Networks with TensorFlow - Transfer Learning Code (Part 1)
In this video, we will dive into action and look at codes for transfer learning with data augmentation. This clip is from the chapter "Transfer Learning for Computer Vision" of the series "Deep Learning - Convolutional Neural Networks...
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Deep Learning - Convolutional Neural Networks with TensorFlow - Large Datasets and Data Generators
In this video, you will learn how to work with large image datasets in TensorFlow and Keras with data generators. This clip is from the chapter "Transfer Learning for Computer Vision" of the series "Deep Learning - Convolutional Neural...
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Deep Learning - Convolutional Neural Networks with TensorFlow - Transfer Learning Theory
In this video, we will get introduced to the concept of transfer learning. This clip is from the chapter "Transfer Learning for Computer Vision" of the series "Deep Learning - Convolutional Neural Networks with TensorFlow".In this...
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Deep Learning - Convolutional Neural Networks with TensorFlow - Text Classification with CNNs
In this video, we will move into action and work on text classification with CNNs. This clip is from the chapter "Natural Language Processing (NLP)" of the series "Deep Learning - Convolutional Neural Networks with TensorFlow".In this...
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Deep Learning - Convolutional Neural Networks with TensorFlow - CNNs for Text
In this video, we will understand how we can use CNNs for text sequences. This clip is from the chapter "Natural Language Processing (NLP)" of the series "Deep Learning - Convolutional Neural Networks with TensorFlow".In this section,...
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Deep Learning - Convolutional Neural Networks with TensorFlow - Code Preparation (NLP)
In this video, we will look at the code preparation we will use for NLP and understand it. This clip is from the chapter "Natural Language Processing (NLP)" of the series "Deep Learning - Convolutional Neural Networks with TensorFlow".In...
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Deep Learning - Convolutional Neural Networks with TensorFlow - Embeddings
In this video, we will understand the text as sequence data. This clip is from the chapter "Natural Language Processing (NLP)" of the series "Deep Learning - Convolutional Neural Networks with TensorFlow".In this section, you will learn...
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Deep Learning - Convolutional Neural Networks with TensorFlow - Improving CIFAR-10 Results
In this video, you will learn how to improve CIFAR-10 results using data augmentation and batch normalization. This clip is from the chapter "Convolutional Neural Networks (CNNs)" of the series "Deep Learning - Convolutional Neural...
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Deep Learning - Convolutional Neural Networks with TensorFlow - Data Augmentation
In this video, you will learn about data augmentation. This clip is from the chapter "Convolutional Neural Networks (CNNs)" of the series "Deep Learning - Convolutional Neural Networks with TensorFlow".In this section, we will cover a...
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Deep Learning - Convolutional Neural Networks with TensorFlow - CNN for Fashion MNIST
In this video, we will start with implementing CNN with the fashion MNIST dataset. This clip is from the chapter "Convolutional Neural Networks (CNNs)" of the series "Deep Learning - Convolutional Neural Networks with TensorFlow".In this...
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Deep Learning - Convolutional Neural Networks with TensorFlow - CNN Code Preparation
In this video, we will look at the code preparation we will use for CNN and understand it. This clip is from the chapter "Convolutional Neural Networks (CNNs)" of the series "Deep Learning - Convolutional Neural Networks with...
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Deep Learning - Convolutional Neural Networks with TensorFlow - CNN Architecture
In this video, we will understand the CNN architecture. This clip is from the chapter "Convolutional Neural Networks (CNNs)" of the series "Deep Learning - Convolutional Neural Networks with TensorFlow".In this section, we will cover a...
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Deep Learning - Convolutional Neural Networks with TensorFlow - Convolution on Color Images
In this video, we will understand convolution on color images. This clip is from the chapter "Convolutional Neural Networks (CNNs)" of the series "Deep Learning - Convolutional Neural Networks with TensorFlow".In this section, we will...
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Deep Learning - Convolutional Neural Networks with TensorFlow - What Is Convolution? (Part 3)
In this video, you will learn how to view convolution as matrix multiplication. This clip is from the chapter "Convolutional Neural Networks (CNNs)" of the series "Deep Learning - Convolutional Neural Networks with TensorFlow".In this...
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Deep Learning - Convolutional Neural Networks with TensorFlow - What Is Convolution? (Part 2)
In this video, we will look at a new perspective on convolution to understand how it works. This clip is from the chapter "Convolutional Neural Networks (CNNs)" of the series "Deep Learning - Convolutional Neural Networks with...
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Deep Learning - Convolutional Neural Networks with TensorFlow - What Is Convolution? (Part 1)
In this video, we will get introduced to the concept of convolution. This clip is from the chapter "Convolutional Neural Networks (CNNs)" of the series "Deep Learning - Convolutional Neural Networks with TensorFlow".In this section, we...
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Deep Learning - Convolutional Neural Networks with TensorFlow - 2 Approaches to Transfer Learning
In this video, we will discuss the two approaches used for transfer learning, which we will use in the next videos. This clip is from the chapter "Transfer Learning for Computer Vision" of the series "Deep Learning - Convolutional Neural...
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Deep Learning - Convolutional Neural Networks with TensorFlow - Some Pre-Trained Models (VGG, ResNet, Inception, MobileNet)
In this video, we will understand VGG, ResNet, Inception, and MobileNet. This clip is from the chapter "Transfer Learning for Computer Vision" of the series "Deep Learning - Convolutional Neural Networks with TensorFlow".In this section,...
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Deep Learning - Convolutional Neural Networks with TensorFlow - Text Preprocessing
In this video, we will move into action and understand how to do text preprocessing using Colab notebook. This clip is from the chapter "Natural Language Processing (NLP)" of the series "Deep Learning - Convolutional Neural Networks with...
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Deep Learning - Convolutional Neural Networks with TensorFlow - Suggestion Box
In this video, we will look at the suggestion box where we can add feedback for this course. This clip is from the chapter "Convolutional Neural Networks (CNNs)" of the series "Deep Learning - Convolutional Neural Networks with...
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Deep Learning - Convolutional Neural Networks with TensorFlow - Batch Normalization
In this video, you will learn about batch normalization. This clip is from the chapter "Convolutional Neural Networks (CNNs)" of the series "Deep Learning - Convolutional Neural Networks with TensorFlow".In this section, we will cover a...
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Deep Learning - Convolutional Neural Networks with TensorFlow - CNN for CIFAR-10
In this video, we will work on image classification with the CIFAR-10 dataset. This clip is from the chapter "Convolutional Neural Networks (CNNs)" of the series "Deep Learning - Convolutional Neural Networks with TensorFlow".In this...
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Recommender Systems: An Applied Approach using Deep Learning - Course Outline
This brief introductory video will cover the course contents and the concepts you will learn in this course. This clip is from the chapter "Introduction" of the series "Recommender Systems: An Applied Approach Using Deep Learning".This...