Natural Language Processing on Google Cloud

Overview

What you'll learn

• Recognize the NLP products and the solutions on Google Cloud.
• Create an end-to-end NLP workflow by using AutoML with Vertex AI.
• Build different NLP models including DNN, RNN, LSTM, and GRU by using TensorFlow.
• Recognize advanced NLP models such as encoder-decoder, attention mechanism, transformers, and BERT.
• Understand transfer learning and apply pre-trained models to solve NLP problems.

Skills you'll practise

Transfer LearningArtificial Neural NetworksRecurrent Neural Networks (RNNs)BERT (NLP Model)Automated Machine LearningMachine LearningWorkflow ManagementNatural Language Processing (NLP)Transformer (Machine Learning Model)Google Cloud Platform (GCP)Data PreprocessingRecurrent Neural Network (RNN)ScalabilityVertex AI

Advantages and disadvantages

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