Udemy – 2025 Natural Language Processing in Python for Beginners 2024-11

Published on: 2024-11-29 13:47:09

Categories: 28

Descriptions

2025 Natural Language Processing in Python for Beginners, it is designed to give you a complete understanding of Text Processing and Mining with the use of State-of-the-Art NLP algorithms in Python. We will learn Spacy in detail and we will also explore the uses of NLP in real life. This course covers the basics of NLP to advance topics like word2vec, GloVe, Deep Learning for NLP like CNN, ANN, and LSTM. I will also show you how you can optimize your ML code by using various tools of sklean in python. At the end part of this course, you will learn how to generate poetry by using LSTM. Multi-Label and Multi-class classification is explained. At least 12 NLP

Projects are covered in this course. You will learn various ways of solving edge-cutting NLP problems.
In this course, we will start from level 0 to the advanced level. We will start with basics like what is machine learning and how it works. Thereafter I will take you to Python, Numpy, and Pandas crash course. If you have prior experience you can skip these sections. The real game of NLP will start with Spacy Introduction where I will take you through various steps of NLP preprocessing. We will be using Spacy and NLTK mostly for the text data preprocessing.

What you’ll learn

Learn complete text processing with Python
Learn how to extract text from PDF files
Use Regular Expressions for search in text
Use SpaCy and NLTK to extract complete text features from raw text
Use Latent Dirichlet Allocation for Topic Modelling
Use Scikit-Learn and Deep Learning for Text Classification
Learn Multi-Class and Multi-Label Text Classification
Use Spacy and NLTK for Sentiment Analysis
Understand and Build word2vec and GloVe based ML models
Use Gensim to obtain pretrained word vectors and compute similarities and analogies
Learn Text Summarization and Text Generation using LSTM and GRU

Who this course is for

Beginners in Natural Language Processing
Data Scientist curious to learn NLP
Individuals with a basic understanding of Python programming who want to expand their skills to include natural language processing
Data scientists, data analysts, and researchers who want to add NLP to their toolkit
Developers who want to build applications that involve natural language processing, such as chatbots or text-based recommender systems
Students and professionals in fields such as linguistics, computer science, and artificial intelligence who want to gain a deeper understanding of NLP

Specificatoin of 2025 Natural Language Processing in Python for Beginners

Publisher : Udemy
Teacher : Laxmi Kant | KGP Talkie
Language : English
Level : All Levels
Number of Course : 317
Duration : 38 hours and 24 minutes

Content

2025 Natural Language Processing in Python for Beginners

Requirements

Have a desire to learn
Elementary level math
Have basic understanding of Python and Machine Learning

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2025 Natural Language Processing in Python for Beginners

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Subtitle : English

Quality: 1080p

The 2024/11 version has a reduction of 56 lessons and a duration of 3 hours and 57 minutes compared to 2024/8. The course quality has also been increased from 720p to 1080p and subtitles have been added.