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Practical Natural Language Processing: A Comprehensive Guide to Building Real-World NLP Systems

Name: Practical Natural Language Processing: A Comprehensive Guide to Building Real-World NLP Systems
Price: 48.99 USD
Availability: InStock
Rating: 4.3 (194 reviews)

4.30 of 5 Stars: Databases & Big Data - Practical Natural Language Processing: A Comprehensive Guide to Building Real-World NLP Systems

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Description

Book Synopsis: Many books and courses tackle natural language processing (NLP) problems with toy use cases and well-defined datasets. But if you want to build, iterate, and scale NLP systems in a business setting and tailor them for particular industry verticals, this is your guide. Software engineers and data scientists will learn how to navigate the maze of options available at each step of the journey. Through the course of the book, authors Sowmya Vajjala, Bodhisattwa Majumder, Anuj Gupta, and Harshit Surana will guide you through the process of building real-world NLP solutions embedded in larger product setups. You’ll learn how to adapt your solutions for different industry verticals such as healthcare, social media, and retail. With this book, you’ll:

Understand the wide spectrum of problem statements, tasks, and solution approaches within NLP
Implement and evaluate different NLP applications using machine learning and deep learning methods
Fine-tune your NLP solution based on your business problem and industry vertical
Evaluate various algorithms and approaches for NLP product tasks, datasets, and stages
Produce software solutions following best practices around release, deployment, and DevOps for NLP systems
Understand best practices, opportunities, and the roadmap for NLP from a business and product leader’s perspective

Details

Are you ready to take your natural language processing (NLP) skills to the next level? Look no further than "Practical Natural Language Processing: A Comprehensive Guide to Building Real-World NLP Systems." This book is not just another theoretical guide - it provides practical insights and real-world examples to help you build, iterate, and scale NLP systems in a business setting. Whether you're a software engineer or data scientist, this book will equip you with the knowledge to tailor NLP solutions for specific industry verticals and deliver impactful results.

Written by industry experts Sowmya Vajjala, Bodhisattwa Majumder, Anuj Gupta, and Harshit Surana, this comprehensive guide covers a wide spectrum of NLP problem statements, tasks, and solution approaches. From implementing machine learning and deep learning methods to fine-tuning solutions for different industries such as healthcare, social media, and retail, the authors provide practical strategies to help you succeed in the dynamic field of NLP.

Ready to unlock the full potential of NLP in your projects? "Practical Natural Language Processing" will empower you to evaluate various algorithms, adopt best practices in software development, and gain insights from a business and product leader's perspective. Don't miss out on this essential resource that will elevate your NLP skills and propel your career to new heights.

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