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In this video, we introduce the basics of how Neural Networks translate one language, like English, to another, like Spanish.

The encoder-decoder architecture is a powerful and prevalent machine learning architecture for sequence-to-sequence tasks ...

In this video, we dive into the world of autoencoders, a fundamental concept in deep learning. You'll learn how autoencoders ...

Learn about watsonx: https://ibm.biz/BdvxR8 An autoencoder is an unsupervised learning technique, but what does that mean?

A general high-level introduction to the Encoder-Decoder, or sequence-to-sequence models using the Transformer architecture.

Deep Learning continued - the Encoder-Decoder network - Dr Mike Pound. For a background on CNNs it's worth watching this ...

Sequence To Sequence With Neural Network Research Paper: ...

Try Voice Writer - speak your thoughts and let AI handle the grammar: https://voicewriter.io The battle of transformer architectures: ...

Encoder-Only Transformers are the backbone for RAG (retrieval augmented generation), sentiment analysis and classification ...

A general high-level introduction to the Encoder part of the Transformer architecture. What is it, when should you use it?

Transformers are the rage nowadays, but how do they work? This video demystifies the novel neural network architecture with ...

Unleash the magic of text generation with encoder-decoder architecture! This crash course offers guidelines for use in training ...

Join my Foundations of GNNs online course (https://www.graphneuralnets.com)! This video discusses when you might benefit ...

Resources: This video is a part of my course: Modern AI: Applications and Overview ...

Data around us, like images and documents, are very high dimensional. Autoencoders can learn a simpler representation of it.

Learn more about Transformers → http://ibm.biz/ML-Transformers Learn more about AI → http://ibm.biz/more-about-ai Check out ...

... Machine Learning: https://youtube.com/playlist?list=PLTl9hO2Oobd9bPcq0fj91Jgk_-h1H_W3V ⭕ Coding Machine Learning: ...

Davidson CSC 381: Deep Learning, Fall 2022.

Reference: https://blog.keras.io/a-ten-minute-introduction-to-sequence-to-sequence-learning-in-keras.html Machine translation is ...

Want to understand the AI model actually behind Harry Potter by Balenciaga or the infamous image of the Pope in the puffer jacket ...

Resources: This video is a part of my course: Modern AI: Applications and Overview ...

In this video, I want to clarify the connectivity pattern between the encoder and decoder in the original transformer architecture.

This video introduces you to the attention mechanism, a powerful technique that allows neural networks to focus on specific parts ...

Attention is one of the most important concepts behind Transformers and Large Language Models, like ChatGPT. However, it's not ...

In this episode we explore the seminal work on Language Translation with Recurrent Neural Networks(RNNs) that sparked key ...