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所在平台: Udemy |
课程主页: https://www.udemy.com/course/natural-language-processing-real-world-use-cases-in-python/
课程评论：没有评论
**课程名称：** Python 自然语言处理实战应用 **课程概述：** 本课程专为希望进入数据科学/自然语言处理（NLP）领域的求职者，以及希望提升职业生涯的资深AI从业者和渴望动手实践NLP与机器学习的初级数据科学家设计。通过Python编程语言，本课程将带您解决现实世界中的NLP挑战，为您的职业生涯做好充分准备。 **课程内容：** * **基础篇：** * Python文件操作（文本文件.txt, CSV文件） * 数据清洗与操作 * 使用正则表达式搜索文本中的自定义模式 * **NLP基础：** * 自然语言工具包（NLTK）的应用 * 文本分词（Tokenization）、词干提取（Stemming）和词形还原（Lemmatization）的原理与实践 **项目实战：** 1. **项目一：预测Zomato餐厅评分** * 开发AI/NLP模型预测Zomato餐厅的评分。 2. **项目二：新闻真伪判断** * 构建预测模型，判断新闻是真实还是虚假。 3. **项目三：预测选举获胜者** * 进行情感分析，预测选举的获胜者。 **课程优势：** * **真实数据与问题：** 课程采用真实数据和现实世界的问题，告别玩具数据。 * **全面数据处理：** 从导入、清洗、合并、整理、连接杂乱数据，到进行高级探索性数据分析（EDA），再到为统计、机器学习和NLP准备数据，提供完整的实战流程。 * **兼顾技术与商业思维：** 教授深入的Python编程技能，并强调商业层面的思考，如如何得出有意义的结论。 * **技术内容丰富：** 提供优质的技术内容。 * **24/7支持：** 提供课程相关的问答论坛。 * **无风险试用：** 提供30天无理由退款保证。 **目标：** 通过本课程，您将成为一名优秀的自然语言处理专家。
Are you looking to land a top-paying job in Data Science/Natural Language Processing?Or are you a seasoned AI practitioner who want to take your career to the next level?Or are you an aspiring data scientist who wants to get Hands-on Natural Language Processing and Machine Lrarning?Welcome to the course of Real world use-cases on Natural Language Processing! This course is specifically designed to be ready for Job perspective in Natural Language Processing domain using Python programming language.In the course we will cover everything you need to learn in order to solve Real World Challenges in NLP with Python.We'll start off with the basics, learning how to open and work with text and csv files with Python, as well as we will learn how to clean & manipulate data & how to use regular expressions to search for custom patterns inside of text data...Afterwards we will begin with the basics of Natural Language Processing, utilizing the Natural Language Toolkit library for Python, as well as we will cover intuition behind tokenization, Stemming and lemmatization of text.1.Project #1 @Predict Ratings of a Zomato Resaturant: Develop an AI/NLP model to predict Ratings of Zomato Restaurants..2.Project #2 @Predict Whether News is Fake or Real: Predict whether news is fake or Real by building Pipeline..3.Project #3 @Predict Winner of a Election: Perform Sentiment Analysis to Predict winner of a election..Why should you take this Course?It explains Projects on real Data and real-world Problems. No toy data! This is the simplest & best way to become a Data Scientist/AI Engineer/ ML EngineerIt shows and explains the full real-world Data. Starting with importing messy data, cleaning data, merging ,wrangling and concatenating data , perform advance Exploratory Data Analysis & preparing and processing data for Statistics, Machine Learning , NLP & to come up with meaningful insights at the end..In real-world projects, coding and the business side of things are equally important. This is probably the only course that teaches both: in-depth Python Coding and Big-Picture Thinking like How you can come up with a conclusionNot only do you get fantastic technical content with this course, but you will also get access to both our course related Question and Answer forums which is available for you 24*7 Guaranteed Satisfaction: All of this comes with a 30 day money back guarantee, so you can try the course risk free.What are you waiting for? Become an expert in natural language processing today!I will see you inside the course,
