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所在平台: Udemy |
课程主页: https://www.udemy.com/course/natural-language-processingnlp-with-python-and-nltk/
课程评论：没有评论
**课程名称：** 使用 Python 和 NLTK 进行自然语言处理 (NLP) **课程概述：** 自然语言处理 (NLP) 是当今一个炙手可热的领域，在我们的日常生活中有着广泛的应用。从输入信息到自动将邮件分类为垃圾邮件或非垃圾邮件，NLP 无处不在。NLP 是一个专注于计算机理解、分析、处理乃至生成人类语言能力的领域。本课程将深入探讨 NLP 概念，并使用 Python 中的 NLP 工具包 NLTK 进行实践。 **课程内容将涵盖：** * NLP 和 NLTK 简介 * NLP 处理流程 (NLP Pipeline) * 读取原始数据 * 数据清洗与预处理 * 分词 (Tokenization) * 向量化 (Vectorization) * 特征工程 (Feature Engineering) * 训练机器学习算法以分类垃圾邮件和非垃圾邮件 **适用人群：** 本课程特别适合致力于 NLP/NLU 应用的机器学习科学家和数据科学家。
Natural Language Processing or NLP is a very popular field and has lots of applications in our daily life. From typing a message to auto-classification of mails as Spam or not-spam NLP is everywhere.NLP is a field concerned with the ability of a computer to understand, analyze, manipulate and potentially generate human language. In this course we study about NLP and use the NLP toolkit or NLTK in Python.The course contains following:Introduction to NLP and NLTKNLP PipelineReading raw dataCleaning and Pre-processingTokenizationVectorizationFeature EngineeringTraining ML Algorithm for Classifying Spam and non-spam messagesThis course would be very useful for Applied Machine Learning Scientists and Data Scientists who are working on NLP/NLU.
