課程資料
課程簡介
Learn Natural Language Processing ( NLP ) & Text Mining by creating text classifier, article summarizer, and many more.
In this course you will learn the various concepts of natural language processing by implementing them hands on in python programming language. This course is completely project based and from the start of the course the main objective would be to learn all the concepts required to finish the different projects. You will be building a text classifier which you will use to predict sentiments of tweets in real time and you will also be building an article summarizer which will fetch articles from websites and find the summary. Apart from these you will also be doing a lot of mini projects through out the course. So, at the end of the course you will have a deep understanding of NLP and how it is applied in real world.
課程章節
- 10 個章節
- 93 堂課
- 第 1 章 Introduction to the Course
- 第 2 章 Getting the required softwares
- 第 3 章 Python Crash Course
- 第 4 章 Regular Expressions
- 第 5 章 Numpy and Pandas
- 第 6 章 NLP Core
- 第 7 章 Project 1 - Text Classification
- 第 8 章 Project 2 - Twitter Sentiment Analysis
- 第 9 章 Project 3 - Text Summarization
- 第 10 章 Word2Vec Analysis
課程內容
- Understand the various concepts of natural language processing along with their implementation
- Build natural language processing based applications
- Learn about the different modules available in Python for NLP
- Create personal spam filter or sentiment predictor
- Create personal text summarizer
此課程所涵蓋的技能
評價
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SShivani Shukla
na
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RRajeev Srivastava
Good course
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SSATHEESH KAGITHAM
Nice
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SSunakshi Kamra
na