[FreeCoursesOnline.Me] [Packtpub.Com] Python Deep Learning for Beginners - [FCO]

Torrent Hash:
B11E29C6029605B73917AEF9574C08C9F257E0A9
Number of Files:
33
Content Size:
306.44MB
Convert On:
2020-08-23
Magnet Link:
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File Name
Size
1.Understanding Deep Learning/01.The Course Overview.mp4
6.14MB
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1.Understanding Deep Learning/02.A Brief History of Deep Learning.mp4
5.11MB
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1.Understanding Deep Learning/03.Deep Learning Today.mp4
11.55MB
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1.Understanding Deep Learning/04.Tools, Requirements, and Setup.mp4
19.99MB
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2.Building the Basic Blocks of Machine Learning/05.Exploring Supervised Learning.mp4
3.8MB
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2.Building the Basic Blocks of Machine Learning/06.Representational Learning and Feature Engineering.mp4
8.42MB
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2.Building the Basic Blocks of Machine Learning/07.Linear Regression.mp4
18.88MB
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2.Building the Basic Blocks of Machine Learning/08.The Perceptron.mp4
14.04MB
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3.Diving into Deep Neural Networks/09.Feedforward Networks.mp4
8.5MB
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3.Diving into Deep Neural Networks/10.Backpropagation.mp4
10.39MB
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3.Diving into Deep Neural Networks/11.Neural Networks from Scratch.mp4
8.99MB
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3.Diving into Deep Neural Networks/12.Overfitting and Regularization.mp4
7.55MB
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4.Discovering Convolutional Neural Networks (CNNs)/13.Understanding CNNs.mp4
13.46MB
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4.Discovering Convolutional Neural Networks (CNNs)/14.Implementing a CNN.mp4
15.62MB
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4.Discovering Convolutional Neural Networks (CNNs)/15.Deep CNNs.mp4
14.16MB
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5.Using CNNs to Solve Increasingly Complex Tasks/16.Very Deep CNNs.mp4
10.16MB
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5.Using CNNs to Solve Increasingly Complex Tasks/17.Batch Normalization.mp4
7.47MB
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5.Using CNNs to Solve Increasingly Complex Tasks/18.Fine-Tuning.mp4
11.98MB
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6.Learning about Detection and Segmentation/19.Semantic Segmentation.mp4
9.27MB
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6.Learning about Detection and Segmentation/20.Fully Convolutional Networks.mp4
12.6MB
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7.Exploring Recurrent Neural Networks/21.Recurrent Neural Networks.mp4
17.05MB
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7.Exploring Recurrent Neural Networks/22.LSTM and Advancements.mp4
12.42MB
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8.Object Detection Using CNNs/23.Building a CNN to Detect General Images.mp4
19.04MB
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8.Object Detection Using CNNs/24.Training and Deploying on a Cluster.mp4
14.46MB
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9.Moving Forward with Deep Learning and AI/25.Comparison of DL Frameworks.mp4
15.23MB
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9.Moving Forward with Deep Learning and AI/26.Exciting Areas for Upcoming Research.mp4
9.77MB
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Exercise Files/code_35662.zip
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