Udemy – NLP-Natural Language Processing in Python(Theory & Projects) 2024-2

Published on: 2024-11-17 22:07:26

Categories: 24

Descriptions

NLP-Natural Language Processing in Python(Theory & Projects), This comprehensive course is your gateway to mastering the art of understanding human language and harnessing the incredible capabilities of AI for text analysis and language understanding. Whether you’re a novice or an aspiring NLP practitioner, this course offers an extensive exploration of NLP theory and hands-on practice using Python. Gain a solid understanding of NLP concepts, its importance, and its applications in fields like speech recognition, sentiment analysis, language translation, and chatbots.
Leverage Python’s extensive libraries and tools for text analysis, text preprocessing, and data extraction. Python’s versatility makes it the ideal language for NLP. Dive into the nitty-gritty of text preprocessing, including regular expressions, text normalization, tokenization, and more. Learn how to prepare text data for analysis effectively. Unlock the potential of word embeddings, from traditional methods like one-hot vectors to advanced techniques like Word2Vec, GloVe, and BERT. Understand how words are represented in vectors and their applications.

What you’ll learn

The importance of Natural Language Processing (NLP) in Data Science.
The reasons to move from classical sequence models to deep learning-based sequence models.
The essential concepts from the absolute beginning with complete unraveling with examples in Python.
Details of deep learning models for NLP with examples.
A summary of the concepts of Deep Learning theory.
Practical description and live coding with Python.
Deep PyTorch (Deep learning framework by Facebook).
The use and applications of state-of-the-art NLP models.

Who this course is for

Complete beginners to Natural Language Processing.
People who want to upgrade their Python programming skills for NLP.
Individuals who are passionate about data science and machine learning.
Data Scientists.
Data Analysts.

Specificatoin of NLP-Natural Language Processing in Python(Theory & Projects)

Publisher : Udemy
Teacher : AI Sciences , AI Sciences Team
Language : English
Level : All Levels
Number of Course : 258
Duration : 23 hours and 35 minutes

Content of NLP-Natural Language Processing in Python(Theory & Projects)

NLP-Natural Language Processing in Python(Theory & Projects)

Requirements

No prior knowledge is required. You will start from the fundamental concepts and slowly build your knowledge of the subject.
A willingness to learn and practice.
Knowledge of Python will be a plus.