Description
Awesome Natural Language Processing Tools In Python is a course on powerful Python-based libraries and frameworks used in Natural Language Processing (NLP) published by Udemy Online Academy. This is a hands-on course designed to introduce learners to powerful Python-based libraries and frameworks used in Natural Language Processing (NLP). The course focuses on equipping participants with practical skills for text preprocessing, language modeling, sentiment analysis, named entity recognition, topic modeling, and more, using real-world datasets.
This course is ideal for developers, data scientists, and anyone interested in applying NLP to tasks such as chatbots, text classification, search engines, and summarization. In this course, titled Amazing Natural Language Processing Tools in Python, we will take you on a journey through over 15 tools that you should know and be aware of when working on an NLP project as part of a workflow. This comprehensive course focuses not only on the various tools that are useful at each stage of an end-to-end NLP project, but also on how they work and how to build simple functions from scratch.
What you will learn in Awesome Natural Language Processing Tools In Python:
- Understand the concepts of Natural Language Processing and implement it in code
- Learn tools to fetch data from text files, PDF, API, etc.
- Text cleaning and preprocessing for NLP projects
- Stylisting in Python
- Perform sentiment analysis with TextBlob, Vader, Flair, machine learning, and more
- Keyword extraction using Yake, Rake, Textrank, and Spacy
- Build NLP applications such as document editing, text classification, sentiment analysis, stylistics, author attribution, etc.
- Explore different tools used in a full-scale NLP project
- NLP with Spacy, Flair, TextBlob, NLTK, etc.
- And…
Course specifications
Publisher: Udemy
Instructors: Jesse E. Agbe
Language: English
Level: Introductory to Advanced
Number of Lessons: 111
Duration: 32 hours and 17 minutes
Course topics
Awesome Natural Language Processing Tools In Python Prerequisites
Basic understanding of Python programming language
Determination and Desire to Learn new things
Pictures
Awesome Natural Language Processing Tools In Python introduction video
Installation guide
After Extract, watch with your favorite Player.
English subtitle
Quality: 720p
Download link
File password (s): www.downloadly.ir
Size
13.8 GB