Catalog Search Results
Learn a Language
Mango offers over 70 world language courses expertly designed to adapt to a diverse range of learning needs, styles, and backgrounds.
More
Author
Pub. Date
2023
Language
English
Description
Optimize your search capabilities in Elastic by operationalizing and fine-tuning vector search and enhance your search relevance while improving overall search performance Key Features Install, configure, and optimize the ChatGPT-Elasticsearch plugin with a focus on vector data Learn how to load transformer models, generate vectors, and implement vector search with Elastic Develop a practical understanding of vector search, including a review of current...
Pub. Date
2023.
Language
English
Description
Large language models have taken the field of natural language processing and other domains of AI application by storm. The introduction of the transformer architecture by Google Brain in 2017 allowed these models to expand beyond individual word processing to the broader contexts of sentences or paragraphs, and the results have been groundbreaking, even renewing debates about the sentience of AI. But while the applications for these models are endless--from...
Author
Pub. Date
2021.
Language
English
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.
Author
Pub. Date
2021
Language
English
Description
Machine reading comprehension (MRC) is a cutting-edge technology in natural language processing (NLP). MRC has recently advanced significantly, surpassing human parity in several public datasets. It has also been widely deployed by industry in search engine and quality assurance systems. Machine Reading Comprehension: Algorithms and Practice performs a deep-dive into MRC, offering a resource on the complex tasks this technology involves. The title...
Author
Pub. Date
2021.
Language
English
Description
Take a problem-solving approach to learning all about transformers and get up and running in no time by implementing methodologies that will build the future of NLP Key Features Explore quick prototyping with up-to-date Python libraries to create effective solutions to industrial problems Solve advanced NLP problems such as named-entity recognition, information extraction, language generation, and conversational AI Monitor your model's performance...
Author
Pub. Date
2022.
Language
English
Description
Get a hands-on introduction to Transformer architecture using the Hugging Face library. This book explains how Transformers are changing the AI domain, particularly in the area of natural language processing. This book covers Transformer architecture and its relevance in natural language processing (NLP). It starts with an introduction to NLP and a progression of language models from n-grams to a Transformer-based architecture. Next, it offers some...
Author
Pub. Date
2024.
Language
English
Description
ChatGPT Shortcuts shows future prompt engineers how to harness the full potential of the state-of-the-art AI model through practical tips, real-world examples, and expert guidance. The shortcuts in this collection help users leverage ChatGPT and all of its latest features as a dynamic AI tool for writing, generating art, coding, and app development. For those looking to take their ChatGPT skills to the next level, these shortcuts teach the techniques...
Author
Series
Pub. Date
[2023]
Language
English
Description
ChatGPT Shortcuts shows future prompt engineers how to harness the full potential of the state-of-the-art AI model through practical tips, real-world examples, and expert guidance. The shortcuts in this collection help users leverage ChatGPT and all of its latest features as a dynamic AI tool for writing, generating art, coding, and app development. For those looking to take their ChatGPT skills to the next level, these shortcuts teach the techniques...
Author
Pub. Date
[2021]
Language
English
Description
Transfer Learning for Natural Language Processing teaches you to create powerful NLP solutions quickly by building on existing pretrained models. This instantly useful book provides crystal-clear explanations of the concepts you need to grok transfer learning along with hands-on examples so you can practice your new skills immediately. As you go, you'll apply state-of-the-art transfer learning methods to create a spam email classifier, a fact checker,...
Author
Series
Pub. Date
[2019]
Language
English
Description
"Natural Language Processing LiveLessons covers the fundamentals of natural language processing (NLP). It introduces you to the basic concepts, ideas, and algorithms necessary to develop your own NLP applications in a step-by-step and intuitive fashion. The lessons follow a gradual progression, from the more specific to the more abstract, taking you from the very basics to some of the most recent and sophisticated algorithms."--Resource description...
Author
Pub. Date
2021.
Language
English
Description
Create next-level AI assistants and transform how customers communicate with businesses with the power of natural language understanding and dialogue management using Rasa Key Features Understand the architecture and put the underlying principles of the Rasa framework to practice Learn how to quickly build different types of chatbots such as task-oriented, FAQ-like, and knowledge graph-based chatbots Explore best practices for working with Rasa and...
Author
Pub. Date
2021.
Language
English
Description
Real-world Natural Language Processing shows you how to build the practical NLP applications that are transforming the way humans and computers work together. Guided by clear explanations of each core NLP topic, you'll create many interesting applications including a sentiment analyzer and a chatbot. Along the way, you'll use Python and open source libraries like AllenNLP and HuggingFace Transformers to speed up your development process.
Author
Pub. Date
2023.
Language
English
Description
Large language models (LLMs) can generate convincingly human-sounding responses to queries. This ability can lead users to mistakenly attribute certain human capabilities to these artificial intelligence algorithms, namely reasoning, knowledge, understanding, and execution. Understanding how LLMs work and what their limitations are can help users identify where generative AI technology is best applied and where its outputs might be unreliable.
Author
Pub. Date
2021
Language
English
Description
One-stop solution for NLP practitioners, ML developers, and data scientists to build effective NLP systems that can perform real-world complicated tasks Key Features Apply deep learning algorithms and techniques such as BiLSTMS, CRFs, BPE and more using TensorFlow 2 Explore applications like text generation, summarization, weakly supervised labelling and more Read cutting edge material with seminal papers provided in the GitHub repository with full...
Series
Pub. Date
[2022]
Language
English
Description
10+ Hours of Video Instruction Learn how to apply state-of-the-art transformer-based models including BERT and GPT to solve modern NLP tasks. Overview Introduction to Transformer Models for NLP LiveLessons provides a comprehensive overview of transformers and the mechanisms--attention, embedding, and tokenization--that set the stage for state-of-the-art NLP models like BERT and GPT to flourish. The focus for these lessons is providing a practical,...
Author
Pub. Date
2023.
Language
English
Description
GPT-3: The Ultimate Guide To Building NLP Products With OpenAI API is a comprehensive book on the Generative Pre-trained Transformer 3 AI language model, covering its significance, capabilities, and application in creating innovative NLP Products. Key Features Exploration of GPT-3: The book explores GPT-3, a powerful language model, and its capabilities Business applications: The book provides practical knowledge on using GPT-3 to create new business...
Author
Pub. Date
2020.
Language
English
Description
With the help of engaging activities, learn how to leverage Amazon Web Services for building serverless intelligent applications that can process information in no time Key Features Learn how to integrate Amazon's Simple Storage Services with AI and NLP projects Get to grips with serverless computing and its applications Create intelligent applications such as chatbots and image recognition models Book Description Are you fascinated with applications...
Author
Pub. Date
[2024]
Language
English
Description
The advancement of Large Language Models (LLMs) has revolutionized the field of Natural Language Processing in recent years. Models like BERT, T5, and ChatGPT have demonstrated unprecedented performance on a wide range of NLP tasks, from text classification to machine translation. Despite their impressive performance, the use of LLMs remains challenging for many practitioners. The sheer size of these models, combined with the lack of understanding...
Author
Series
Pub. Date
2022.
Language
English
Description
Learning how to solve natural language processing (NLP) problems is an important skill to master due to the explosive growth of data combined with the demand for machine learning solutions in production. Natural Language Processing with TensorFlow, Second Edition, will teach you how to solve common real-world NLP problems with a variety of deep learning model architectures. The book starts by getting readers familiar with NLP and the basics of TensorFlow....
Didn't find it?
Can't find what you are looking for? Try our Materials Request Service. Submit Request