I think the best way to start talking about embeddings is to propose a Lab about it. In the next…
ARTIFICIAL INTELLIGENCE (19) – Deep learning (17) Byte Pair Encoding: A Powerful Subword Tokenization Method in Modern NLP
Processing human language remains one of the most intricate challenges in artificial intelligence. While humans communicate through words, nuance, and…
ARTIFICIAL INTELLIGENCE (18) – Deep learning (16) Google Cloud – Compute Engine. Run the AI model on the cloud
In this article is explained how run a DL model in the Cloud with Google Cloud. Create your SSH key…
ARTIFICIAL INTELLIGENCE (17) – Deep learning (15) Implement a Class that Inherits from Dataset
In PyTorch, when working with data for deep learning models, it is common to create a custom dataset class that…
ARTIFICIAL INTELLIGENCE (16) – Deep learning (14) Understanding Backpropagation (2)
Another interesting type of non-linearity is the ReLU function, which sets any negative neuron output to zero. In a fully…
ARTIFICIAL INTELLIGENCE (15) – Deep learning (13) Understanding Backpropagation (1)
The issue with backpropagation is that it acts as a “leaky abstraction.” Calling backpropagation a leaky abstraction means that, although…
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