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Entrepeneurship
Deep Learning – Convolutional Neural Networks with TensorFlow
Course Curriculum
Welcome
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Introduction
00:00 -
Outline
00:00
Convolutional Neural Networks (CNNs)
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Convolutional Neural Networks (CNNs)
00:00 -
What Is Convolution? (Part 2)
00:00 -
What Is Convolution? (Part 3)
00:00 -
Convolution on Color Images
00:00 -
CNN Architecture
00:00 -
CNN Code Preparation
00:00 -
CNN for Fashion MNIST
00:00 -
CNN for CIFAR-10
00:00 -
CNN for CIFAR-10
00:00 -
https://learnmode.co.uk/courses/sample-course/lesson/video-2-10-batch-normalization/
00:00 -
Improving CIFAR-10 Results
00:00 -
Suggestion Box
00:00
Text Classification with CNNs
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Embeddings
00:00 -
Code Preparation (NLP)
00:00 -
Text Preprocessing
00:00 -
CNNs for Text
00:00 -
Video 3.5: Text Classification with CNNs
00:00
Transfer Learning for Computer Vision
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Transfer Learning Theory
00:00 -
Some Pre-Trained Models (VGG, ResNet, Inception, MobileNet)
00:00 -
Large Datasets and Data Generators
00:00 -
2 Approaches to Transfer Learning
00:00 -
Transfer Learning Code (Part 1)
00:00 -
Transfer Learning Code (Part 2)
00:00
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£82.99
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LevelIntermediate
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Last UpdatedOctober 22, 2024
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CertificateCertificate of completion
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