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所在平台: Udemy |
课程主页: https://www.udemy.com/course/healthcare-nlp-for-data-scientists/
课程评论：没有评论
课程名称：医疗保健自然语言处理（NLP）为数据科学家设计 课程概述：欢迎参加由John Snow Labs提供的《医疗保健NLP为数据科学家设计》课程！在这门课程中，您将探索John Snow Labs医疗保健NLP和大语言模型（LLM）库的广泛功能，旨在为医疗保健领域的数据科学专业人士提供实用技能和行业洞察。课程内容涵盖基础的NLP技术，包括临床实体识别、实体解析、断言状态检测（否定检测）、关系提取、去标识化、文本摘要、关键词提取和文本分类。课程包含超过13小时的讲座和70多个Python笔记本供您审阅和使用。您将学习如何利用预训练模型并为您特定的医疗保健挑战训练新模型。 课程提供了动手编码的笔记本以及相关的讲座和博客文章，供您复习和应用。完成课程后，您将具备在快速发展的医疗保健NLP和LLM领域中脱颖而出的技能和见解。 我们建议您先参加为数据科学家设置的Spark NLP课程，以便对我们的库和平台有一定了解。为充分利用课程，您需要具备Python的工作经验、对Spark数据框架结构有一定知识，并了解NLP的基础知识。当然，拥有一些医疗保健方面的经验也是一个优势。 在课程开始之前，您需要获取医疗保健NLP的试用许可证，因此请尽快联系获取。从而开始您的学习之旅。期待在课程中见到您！
Hello everyone, welcome to the Healthcare NLP for Data Scientists course, offered by John Snow Labs, the creator of Healthcare NLP library! In this course, you will explore the extensive functionalities of John Snow Labs' Healthcare NLP & LLM library, designed to provide practical skills and industry insights for data scientists professionals in healthcare.The course covers foundational NLP techniques, including clinical entity recognition, entity resolution, assertion status detection (negation detection), relation extraction, de-identification, text summarization, keyword extraction, and text classification. There are over 13 hours of lectures with 70+ Python notebooks for you to review and use. You'll learn to leverage pre-trained models and train new models for your specific healthcare challenges.We offer both hands-on coding notebooks with lectures and accompanying blog posts for you to review and apply. By the end of the program, you'll emerge equipped with the skills and insights needed to excel in the dynamic landscape of healthcare NLP and LLM.We recommend that you take the Spark NLP for Data Scientist first to have an understading of our library and platform, that you have working experience using Python, some knowledge on Spark dataframe structure, and knowledge on NLP to make the most out of the course. Of course having some healthcare experience is always a plus.You will need a Healthcare NLP trial license for the course, so please reach out and get one to get started with learning. Looking forward to seeing you in the course.
