Udemy – Natural Language Processing Bootcamp in Python 2023-12

Udemy – Natural Language Processing Bootcamp in Python 2023-12

Udemy – Natural Language Processing Bootcamp in Python 2023-12
Udemy – Natural Language Processing Bootcamp in Python 2023-12

Natural Language Processing Bootcamp in Python. This course is an ideal starting point to learn the fundamental concepts of the field; concepts that form the basis of working with text data at tech giants like Google, Amazon, and Microsoft. Today, text mining has become a fundamental pillar of modern data science and analytics. Dramatic advances in this technology have enabled machines to understand words and phrases, revolutionizing tasks like information retrieval, machine translation, and text classification. In this course, I will take you from the classic basics of NLP to the exciting realm of generative AI tools (like ChatGPT). Our learning journey begins with traditional language processing methods and gradually progresses to advanced deep learning techniques and neural networks. By combining theoretical principles with practical exercises, I will introduce you step by step to the world of NLP. If you are not yet comfortable with Python, don’t worry! A comprehensive introduction to the language is included in the course to prepare you for the topics to come. Upon completion of this course, you will have the skills to build simple NLP programs and a deep understanding of the fundamental concepts underlying natural language processing algorithms. This knowledge will serve as a gateway to more advanced studies in NLP and will familiarize you with the strategies companies use to implement NLP-based solutions.

What you will learn:

  • Working with strings in Python
  • Working with the Natural Language Toolkit library
  • Understanding the Intuition Behind Word Vectors
  • Text preprocessing for Analytics
  • Understanding Text Vectorization
  • Training a Neural Network to Generate Word Embeddings
  • Retrieve text data from web pages
  • Reading files with text data
  • Development of Sentiment Analysis Tool
  • Training a Machine Learning Model

Who is this course suitable for?

  • Beginner Python Developers
  • Experienced Python developers interested in learning NLP
  • Data Engineers
  • Data Scientists
  • Business analysts

Course details for Natural Language Processing Bootcamp in Python

  • Publisher:  Udemy
  • Instructor:  Ivo Bernardo
  • Training level: Beginner to advanced
  • Training duration: 18 hours and 7 minutes

Course syllabus in 2024/9

Natural Language Processing Bootcamp in Python

Prerequisites for the Natural Language Processing Bootcamp in Python course

  • Internet Access
  • Computer with at least 4 GB of RAM

Course images

Natural Language Processing Bootcamp in Python

Sample course video

Installation Guide

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Subtitles: English

Quality: 1080p

Download link

Download Part 1 – 2 GB

Download Part 2 – 2 GB

Download Part 3 – 2 GB

Download Part 4 – 2 GB

Download Part 5 – 2 GB

Download Part 6 – 2 GB

Download Part 7 – 2 GB

Download Part 8 – 198 MB

File(s) password: www.downloadly.ir

File size

14.1 GB