Ebook: Grokking Deep Learning
Author: Andrew W. Trask
- Genre: Computers // Cybernetics: Artificial Intelligence
- Tags: Machine Learning, Neural Networks, Deep Learning, Natural Language Processing, Unsupervised Learning, Supervised Learning, Python, Convolutional Neural Networks, Recurrent Neural Networks, Batch Processing, Backpropagation, Gradient Descent, Regularization, Natural Language Understanding, Long Short-Term Memory, PyTorch, Overfitting, Parametric Learning, Nonparametric Learning, Activation Functions, Federated Learning
- Year: 2019
- Publisher: Manning Publications
- City: Shelter Island, NY
- Edition: 1
- Language: English
- pdf
Artificial Intelligence is the most exciting technology of the century, and Deep Learning is, quite literally, the "brain" behind the world's smartest Artificial Intelligence systems out there.
Grokking Deep Learning is the perfect place to begin the deep learning journey. Rather than just learning the "black box" API of some library or framework, readers will actually understand how to build these algorithms completely from scratch.
Want to dig even deeper into Deep Learning? Be sure to check out our video course Grokking Deep Learning in Motion, available exclusively at Manning.com (https://www.manning.com/livevideo/grokking-deep-learning-in-motion)!
Grokking Deep Learning is the perfect place to begin the deep learning journey. Rather than just learning the "black box" API of some library or framework, readers will actually understand how to build these algorithms completely from scratch.
Want to dig even deeper into Deep Learning? Be sure to check out our video course Grokking Deep Learning in Motion, available exclusively at Manning.com (https://www.manning.com/livevideo/grokking-deep-learning-in-motion)!
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