Book Library

Read or Download Book Online

Download: [PDF] hands on question answering systems with bert

Hands On Question Answering Systems With Bert

Hands on Question Answering Systems with BERT PDF

Get Book

Author: Navin Sabharwal
Publisher: Apress
ISBN: 9781484266632
Size: 79.29 MB
Format: PDF, Mobi
Category : Computers
Languages : en
Pages : 184
View: 3231

Book Description: 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. After this solid foundation, you’ll be ready to take a deep dive into BERT algorithms such as masked language models and next sentence prediction. You’ll see different BERT variations followed by a hands-on example of a question answering system. Hands-on Question Answering Systems with BERT is a good starting point for developers and data scientists who want to develop and design NLP systems using BERT. It provides step-by-step guidance for using BERT. What You Will Learn Examine the fundamentals of word embeddings Apply neural networks and BERT for various NLP tasks Develop a question-answering system from scratch Train question-answering systems for your own data Who This Book Is For AI and machine learning developers and natural language processing developers.


Getting Started With Google Bert

Getting Started with Google BERT PDF

Get Book

Author: Sudharsan Ravichandiran
Publisher: Packt Publishing Ltd
ISBN: 1838826238
Size: 15.48 MB
Format: PDF, ePub
Category : Computers
Languages : en
Pages : 352
View: 6581

Book Description: Getting Started with Google BERT will help you become well-versed with the BERT model from scratch and learn how to create interesting NLP applications. You'll understand several variants of BERT such as ALBERT, RoBERTa, DistilBERT, ELECTRA, VideoBERT, and many others in detail.


Hands On Machine Learning With Scikit Learn Keras And Tensorflow

Hands On Machine Learning with Scikit Learn  Keras  and TensorFlow PDF

Get Book

Author: Aurélien Géron
Publisher: O'Reilly Media
ISBN: 1492032611
Size: 50.30 MB
Format: PDF, ePub, Mobi
Category : Computers
Languages : en
Pages : 856
View: 4658

Book Description: Through a series of recent breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data. This practical book shows you how. By using concrete examples, minimal theory, and two production-ready Python frameworks—Scikit-Learn and TensorFlow—author Aurélien Géron helps you gain an intuitive understanding of the concepts and tools for building intelligent systems. You’ll learn a range of techniques, starting with simple linear regression and progressing to deep neural networks. With exercises in each chapter to help you apply what you’ve learned, all you need is programming experience to get started. Explore the machine learning landscape, particularly neural nets Use Scikit-Learn to track an example machine-learning project end-to-end Explore several training models, including support vector machines, decision trees, random forests, and ensemble methods Use the TensorFlow library to build and train neural nets Dive into neural net architectures, including convolutional nets, recurrent nets, and deep reinforcement learning Learn techniques for training and scaling deep neural nets


Transformers For Natural Language Processing

Transformers for Natural Language Processing PDF

Get Book

Author: Denis Rothman
Publisher: Packt Publishing Ltd
ISBN: 1800568630
Size: 39.30 MB
Format: PDF, ePub
Category : Computers
Languages : en
Pages : 384
View: 3177

Book Description: Being the first book in the market to dive deep into the Transformers, it is a step-by-step guide for data and AI practitioners to help enhance the performance of language understanding and gain expertise with hands-on implementation of transformers using PyTorch, TensorFlow, Hugging Face, Trax, and AllenNLP.


Readings From Ai Magazine

Readings from AI Magazine PDF

Get Book

Author: Robert Engelmore
Publisher:
ISBN:
Size: 31.47 MB
Format: PDF
Category : Artificial intelligence
Languages : en
Pages : 665
View: 3566

Book Description:


Ai Magazine

AI Magazine PDF

Get Book

Author:
Publisher:
ISBN:
Size: 33.20 MB
Format: PDF, ePub, Mobi
Category : Artificial intelligence
Languages : en
Pages :
View: 1503

Book Description:


The Education Outlook

The Education Outlook PDF

Get Book

Author:
Publisher:
ISBN:
Size: 13.36 MB
Format: PDF, Kindle
Category : Education
Languages : en
Pages :
View: 6551

Book Description:


Cq

CQ PDF

Get Book

Author:
Publisher:
ISBN:
Size: 16.93 MB
Format: PDF, ePub
Category : Radio
Languages : en
Pages :
View: 2903

Book Description:


Assembly Engineering

Assembly Engineering PDF

Get Book

Author:
Publisher:
ISBN:
Size: 70.34 MB
Format: PDF
Category :
Languages : en
Pages :
View: 4745

Book Description: