The Complete Neural Networks Bootcamp: Theory, Applications
Deep Learning and Neural Networks Theory and Applications with PyTorch! Including Transformers, BERT and GPT!
4.56 (2636 reviews)
23,357
students
44 hours
content
Nov 2021
last update
$84.99
regular price
What you will learn
Understand How Neural Networks Work (Theory and Applications)
Understand How Convolutional Networks Work (Theory and Applications)
Understand How Recurrent Networks and LSTMs work (Theory and Applications)
Learn how to use PyTorch in depth
Understand how the Backpropagation algorithm works
Understand Loss Functions in Neural Networks
Understand Weight Initialization and Regularization Techniques
Code-up a Neural Network from Scratch using Numpy
Apply Transfer Learning to CNNs
CNN Visualization
Learn the CNN Architectures that are widely used nowadays
Understand Residual Networks in Depth
Understand YOLO Object Detection in Depth
Visualize the Learning Process of Neural Networks
Learn how to Save and Load trained models
Learn Sequence Modeling with Attention Mechanisms
Build a Chatbot with Attention
Transformers
Build a Chatbot with Transformers
BERT
Build an Image Captioning Model
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Related Topics
1795952
udemy ID
7/12/2018
course created date
9/12/2019
course indexed date
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