[ DevCourseWeb.com ] Natural Language Processing with Machine Learning in Python
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MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English + .srt | Duration: 56 lectures (5 hour, 18 mins) | Size: 1.56 GB
Learn the fundamentals of Natural Language Processing and how to solve NLP problems applying Machine Learning in Python
What you'll learn
Fundamentals of Natural Language Processing
Tokenization, Stemming and Lemmatization
Named Entity Recognition and Part of Speech Tagging
Count Vectorzation and TF-IDF Vectorization
Improving performance with N-grams
How to use NLTK, SpaCy and Scikit-Learn to solve NLP Problems
Data Cleansing and Text Pre-Processing
Sentiment Analysis using Machine Learning in Python
Text Classification using Machine Learning in Python
Integrating with Twitter APIs
Requirements
No. Only some coding experience with any programming language
You don't need any prior knowledge on NLP or Python
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