Open Daily: 10am - 10pm | Alley door pickup 10am - 7pm 3038 Hennepin Ave Minneapolis, MN
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  • Open Daily: 10am - 10pm
    Alley-side Pickup: 10am - 7pm

    3038 Hennepin Ave Minneapolis, MN
    612-822-4611

Open Daily: 10am - 10pm | Alley-side Pickup: 10am - 7pm
3038 Hennepin Ave Minneapolis, MN
612-822-4611
Hands-On Question Answering Systems with Bert: Applications in Neural Networks and Natural Language Processing

Hands-On Question Answering Systems with Bert: Applications in Neural Networks and Natural Language Processing

Agrawal, Amit
Sabharwal, Navin

Paperback

General ComputersProbability & Statistics

Publisher Price: $44.99

ISBN10: 1484266633
ISBN13: 9781484266632
Publisher: Apress
Published: Jan 13 2021
Pages: 184
Weight: 0.64
Height: 0.43 Width: 6.14 Depth: 9.21
Language: English

Get hands-on knowledge of how BERT (Bidirectional Encoder Representations from Transformers) can be used to develop question answering (QA) systems by using natural language processing (NLP) and deep learning.

The book begins with an overview of the technology landscape behind BERT. It takes you through the basics of NLP, including natural language understanding with tokenization, stemming, and lemmatization, and bag of words. Next, you'll look at neural networks for NLP starting with its variants such as recurrent neural networks, encoders and decoders, bi-directional encoders and decoders, and transformer models. Along the way, you'll cover word embedding and their types along with the basics of BERT.

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