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Description

Natural Language Processing (NLP) in Python with 8 Projects is a project-based training course on natural language processing with Python, published by Udemy Academy. During the course of this training course, you will participate in the development process of 8 different projects and will be introduced to various topics such as machine learning, deep learning and the SpaCy, NLTK and Sklearn libraries. Natural language processing is one of the subfields of artificial intelligence and machine learning, which is estimated to exceed $ 43 billion by 2025 and create many job opportunities. The most important products and services that use natural language processing methods include Google News, Google Translate, Android Speech Recognition, Alexa voice assistants, and Siri from Amazon and Apple. , Belief mining systems, etc. pointed out.

What you will learn in Natural Language Processing (NLP) in Python with 8 Projects

  • Familiarity with the concept of natural language processing or NLP
  • Implement natural language processing systems with Scikit-learn, NLTK and SpaCy libraries
  • Use machine learning models to classify textual data
  • Classification and classification of documents and text files in order to automatically identify spam files and …
  • Summarize texts by processing natural languages
  • Summarize a large 5000 word article and turn it into a 200 word summary with NLP
  • Calculate points and check user’s emotions
  • Different concepts of machine learning and deep learning
  • Build a proprietary word embedding model with the Keras library
  • Automatic and random creation of texts with TensorFlow, Keras and LSTM libraries
  • Work with text and PDF files in Python and process them
  • Tokenization
  • Analyze textual data with Numpy and Pandas libraries
  • Illustration and construction of information graphs with Matplotlib library

Course specifications

Publisher: Udemy
Instructors: Vijay Gadhave, Ankit Mistry and Data Science & Machine Learning Academy
Language: English
Level: Introductory to Advanced
Number of Lessons: 93
Duration: 10 hours and 25 minutes

Course topics

Natural Language Processing (NLP) in Python with 8 Projects Content

Natural Language Processing (NLP) in Python with 8 Projects Prerequisites

Basic understanding of Python Programming

Pictures

Natural Language Processing (NLP) in Python with 8 Projects

Natural Language Processing (NLP) in Python with 8 Projects Introduction Video

Installation guide

After Extract, watch with your favorite Player.

English subtitle

Quality: 720p

Download Links

Download Part 1 – 2 GB

Download Part 2 – 2 GB

Download Part 3 – 496 MB

File password (s): www.downloadly.ir

Size

4.5 GB

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