Natural Language Processing on Google Cloud
Natural Language Processing on Google Cloud
These skills were generated by A.I. Do you agree this course teaches these skills?
This course introduces the products and solutions to solve NLP problems on Google Cloud. Additionally, it explores the processes, techniques, and tools to develop an NLP project with neural networks by using Vertex AI and TensorFlow.
Informazioni corso
Obiettivi
- 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.
Prerequisiti
Understanding one or more of the following:
-Machine learning models such as CNN, RNN, DNN, and LSTM
-Basic syntax of Python
-Basic idea of TensorFlow and Keras
Pubblico
- Professional ML engineers, ML developers, data engineers, and data scientists who are in the field of natural language processing
- IT decision makers evaluating the value of NLP brought to the organization
Lingue disponibili
English
Cosa faccio al termine del corso?
Al termine di questo corso, puoi esplorare contenuti aggiuntivi nel tuo percorso di apprendimento o esplorare il catalogo formativo
Quali badge posso guadagnare?
Al termine di un corso, guadagnerai un badge di completamento. I badge possono essere visualizzati sul tuo profilo e condivisi sul tuo social network.
Ti interessa seguire questo corso con uno dei nostri partner on demand?
Esplora i contenuti di Google Cloud su Coursera e Pluralsight.
Preferisci l'apprendimento con un insegnante?