Samhita Alla
Software Engineer and Developer Advocate @flyteorg
Building Your First NLP Application to Detect SPAM
Despite the complexity of human language, NLP teaches us techniques to break language down semantically and syntactically. In this tutorial, you'll gain an understanding of introductory NLP concepts and then build your first NLP application to detect SPAM in text messages!
Attention Mechanisms in Recurrent Neural Networks (RNNs) With Keras
This series gives an advanced guide to different recurrent neural networks (RNNs). You will gain an understanding of the networks themselves, their architectures, their applications, and how to bring the models to life using Keras.
Implementing Seq2Seq Models for Text Summarization With Keras
This series gives an advanced guide to different recurrent neural networks (RNNs). You will gain an understanding of the networks themselves, their architectures, applications, and how to bring them to life using Keras.
Introduction to Encoder-Decoder Sequence-to-Sequence Models (Seq2Seq)
This series gives an advanced guide to different recurrent neural networks (RNNs). You will gain an understanding of the networks themselves, their architectures, applications, and how to bring them to life using Keras.
Advanced Recurrent Neural Networks: Bidirectional RNNs
This series gives an advanced guide to different recurrent neural networks (RNNs). You will gain an understanding of the networks themselves, their architectures, their applications, and how to bring the models to life using Keras.