Description
Data Science: Natural Language Processing (NLP) in Python is the name of a course from Udemy that teaches you about natural language processing in Python. Natural language processing or NLP is one of the branches of machine learning and data science that is related to the interaction between computer and human language. In this course you will learn how to design several application systems using NLP so that you can process spoken and written language by computer.
At the beginning of this course, after explaining NLP and getting familiar with its applications, the course instructor will teach you how to build useful tools with Python. First, he explains how to create a spam detector so you can find and delete spam messages. Then you will learn how to build a sentiment analysis model and use it to assign a score to the writings. You will get acquainted with the tools and techniques of the NLTK library, and finally you will learn how to make an article spinner with Python.
Items taught in this course:
- Familiarity with natural language processing (NLP) and its applications
- Designing application systems using NLP
- Creating a spam detector with Python language
- Building a model of emotional analysis and semantic analysis
- Making an article spinner
- Implementing Latent Sentiment Analysis in Python
Data Science course specifications: Natural Language Processing (NLP) in Python
- Publisher: Yudmi
- teacher: Lazy Programmer Inc.
- English language
- Duration: 11 hours and 50 minutes
- Number of courses: 88
- Education level: Intermediate
Course topics on 7/2023
Data Science course prerequisite: Natural Language Processing (NLP) in Python
- Install Python, it’s free!
- You should be at least somewhat comfortable writing Python code
- Install numerical libraries for Python such as Numpy, Scipy, Scikit-learn, Matplotlib, and BeautifulSoup
- Take my free Numpy prerequisites course (it’s FREE, no excuses!) to learn about Numpy, Matplotlib, Pandas, and Scikit-Learn, as well as Machine Learning basics
- Optional: If you want to understand the math parts, linear algebra and probability are helpful
Pictures
Sample video
Installation guide
After extracting, watch with your favorite player.
English subtitle
Quality: 720p
Changes:
The 2019/12 version has increased in size by about 500 MB compared to 2018/10.
The 2021/5 version has increased time by at least half an hour compared to 2019/12.
The 2021/9 version has increased the number of 12 lessons and the duration of 1 hour and 55 minutes compared to 2021/5.
download link
Password file(s): www.downloadly.ir
Size
3.25 GB
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