E-Book, Englisch, 380 Seiten
Bansal / Mullen Advanced Natural Language Processing with TensorFlow 2
1. Auflage 2021
ISBN: 978-1-80020-105-7
Verlag: De Gruyter
Format: EPUB
Kopierschutz: 0 - No protection
Build effective real-world NLP applications using NER, RNNs, seq2seq models, Transformers, and more
E-Book, Englisch, 380 Seiten
ISBN: 978-1-80020-105-7
Verlag: De Gruyter
Format: EPUB
Kopierschutz: 0 - No protection
No detailed description available for "Advanced Natural Language Processing with TensorFlow 2".
Autoren/Hrsg.
Fachgebiete
- Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Spracherkennung, Sprachverarbeitung
- Mathematik | Informatik EDV | Informatik Daten / Datenbanken Automatische Datenerfassung, Datenanalyse
- Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Neuronale Netzwerke
Weitere Infos & Material
Table of Contents - Essentials of NLP
- Understanding Sentiment in Natural Language with BiLSTMs
- Named Entity Recognition (NER) with BiLSTMs, CRFs and Viterbi Decoding
- Transfer Learning with BERT
- Generating Text with RNNs and GPT-2
- Text Summarization with Seq2seq Attention and Transformer Networks
- Multi-Modal Networks and Image Captioning with ResNets and Transformer Networks
- Weakly Supervised Learning for Classification with Snorkel
- Building Conversational AI Applications with Deep Learning
- Installation and Setup Instructions for Code