6 Lessons
62 Students
Atharva Pate
nice
Natural language processing (NLP) is a field that focuses on making natural human language usable by computer programs. NLTK, or Natural Language Toolkit, is a Python package that you can use for NLP. A lot of the data that you could be analyzing is unstructured data and contains human-readable text .
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What You'll Learn
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Develop Python scripts to preprocess and clean natural language data using NLTK tools and techniques
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Implement tokenization, stemming, and lemmatization to analyze textual data effectively in Python
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Build and evaluate machine learning models for sentiment analysis and text classification using Python and NLP libraries
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Apply part-of-speech tagging and named entity recognition to extract meaningful information from unstructured text
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Utilize Python to perform text vectorization, feature extraction, and data representation for NLP tasks
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Integrate NLP workflows into real-world applications like chatbots, sentiment analysis, and information retrieval
Course Content
6 Lessons • 34 m total
Next Generation Natural Language Processing with Python The Course Overview |packtpub com
Next Generation Natural Language Processing with Python Find Loading Spam SMS Data|packtpub com
Next Generation Natural Language Processing with Python Understand Text as Noisy Data|packtpub com
Next Generation Natural Language Processing with Python Supervised Learning Refresher|packtpub com
Next Generation Natural Language Processing with Python Find Structure in Text Corpus|packtpub com
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Apurva Ajay Patel
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NLP with Python Course Description
Natural language processing (NLP) is a field that focuses on making natural human language usable by computer programs. NLTK, or Natural Language Toolkit, is a Python package that you can use for NLP. A lot of the data that you could be analyzing is unstructured data and contains human-readable text .
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