Free download and Learn The Complete Neural Networks Bootcamp: Theory, Applications Udemy course with Torrent and google drive download link
Deep Learning and Neural Networks Theory and Applications with PyTorch! Including Transformers, BERT and GPT!
Course Table of Contents
The Complete Neural Networks Bootcamp: Theory, Applications Description
What you’ll learn in The Complete Neural Networks Bootcamp: Theory, Applications
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Understand How Neural Networks Work (Theory and Applications)
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Understand How Convolutional Networks Work (Theory and Applications)
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Understand How Recurrent Networks and LSTMs work (Theory and Applications)
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Learn how to use PyTorch in depth
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Understand how the Backpropagation algorithm works
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Understand Loss Functions in Neural Networks
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Understand Weight Initialization and Regularization Techniques
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Code-up a Neural Network from Scratch using Numpy
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Apply Transfer Learning to CNNs
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CNN Visualization
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Learn the CNN Architectures that are widely used nowadays
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Understand Residual Networks in Depth
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Understand YOLO Object Detection in Depth
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Visualize the Learning Process of Neural Networks
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Learn how to Save and Load trained models
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Learn Sequence Modeling with Attention Mechanisms
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Build a Chatbot with Attention
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Transformers
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Build a Chatbot with Transformers
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BERT
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Build an Image Captioning Model