NLP – Natural Language Processing with Python
About Course
Free NLP – Natural Language Processing with Python Course
Looking to master Natural Language Processing (NLP) with Python? This comprehensive course, completely free of charge, is your gateway to becoming an NLP expert.
Offered through Theetay, this course combines the best of Udemy, Udacity, Coursera, MasterClass, NearPeer, and other top platforms, delivering high-quality learning experiences without any cost.
Dive into the world of NLP with Python, starting with the fundamentals. Learn to handle text and PDF files, utilize regular expressions, and explore the power of libraries like NLTK and Spacy for tokenization, parsing, entity recognition, and lemmatization.
Delve deeper into NLP concepts like stemming, lemmatization, stop words, phrase matching, and tokenization. This course also covers essential techniques like Part-of-Speech tagging, enabling your scripts to identify nouns, verbs, and adjectives automatically. Master Named Entity Recognition, allowing your code to recognize entities like money, time, companies, and products within text data.
Visualize these relationships in real-time with state-of-the-art libraries, and discover machine learning with Scikit-Learn for text classification. Build machine learning models to classify movie reviews, detect spam, and explore the world of unsupervised learning methods like topic modeling.
This course doesn’t stop there! Learn advanced topics like sentiment analysis with NLTK and create semantic word vectors with the Word2Vec algorithm. You’ll even explore how to build chatbots using deep learning!
Beyond technical content, this course offers a dedicated Question and Answer forum and a live student chat channel to connect with fellow learners and seek help from instructors. Start your NLP journey today – it’s completely free!
Course Content
Introduction
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A Message from the Professor
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Course Overview – DO NOT SKIP THIS LECTURE PLEASE. IMPORTANT INFO HERE!
04:07 -
Curriculum Overview
03:07 -
Installation and Setup Lecture
11:51 -
Course Material Download Link
00:00
Python Text Basics
Natural Language Processing Basics
Part of Speech Tagging and Named Entity Recognition
Text Classification
Semantics and Sentiment Analysis
Topic Modeling
Deep Learning for NLP
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