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TensorFlow 1.x Deep Learning Recipes for Artificial Intelligence Applications [Video]
- Date: 2025-01-13
- Size: 2.6 GB
- Files: 19
File Name
Size
1.Convolutional Neural Networks for Computer Vision/06.Transfer Learning.mp4
336 MB
1.Convolutional Neural Networks for Computer Vision/02.Installation and Setup.mp4
95 MB
1.Convolutional Neural Networks for Computer Vision/03.Defining Layers for Image Recognition.mp4
197 MB
1.Convolutional Neural Networks for Computer Vision/04.Building an Image Classifier with CNNs.mp4
282 MB
1.Convolutional Neural Networks for Computer Vision/05.Building Better CNNs with Regularization.mp4
213 MB
1.Convolutional Neural Networks for Computer Vision/01.The Course Overview.mp4
77 MB
2.Applications of Recurrent Neural Networks/07.The Intuition Behind RNNs.mp4
135 MB
2.Applications of Recurrent Neural Networks/08.Time Series Forecasting with RNN.mp4
313 MB
2.Applications of Recurrent Neural Networks/09.Producing Word Embeddings for NLP Tasks.mp4
277 MB
2.Applications of Recurrent Neural Networks/10.Processing Text Sequences with LSTM Networks.mp4
324 MB
3.Application of Deep Learning to AI Problems/11.Guessing Correlations from Scatter Plots.mp4
40 MB
3.Application of Deep Learning to AI Problems/12.Introduction to Generative Adversarial Networks.mp4
15 MB
3.Application of Deep Learning to AI Problems/13.Creating Images with GANs.mp4
52 MB
3.Application of Deep Learning to AI Problems/14.Sequence to Sequence Models.mp4
11 MB
3.Application of Deep Learning to AI Problems/15.Building a Language Translator.mp4
52 MB
4.Introduction to Reinforcement Learning/16.Key Concepts in Reinforcement Learning.mp4
14 MB
4.Introduction to Reinforcement Learning/17.A Simple Environment and Basic Policies.mp4
26 MB
4.Introduction to Reinforcement Learning/18.Training a Neural Network Policy.mp4
39 MB
4.Introduction to Reinforcement Learning/19.Using an Intelligent Agent.mp4
139 MB