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Natural language processing and chatbots: AI-based text generation and conversation engine development
Via Udemy
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Overview
This course dives into Natural Language Processing (NLP) with a focus on developing intelligent chatbots and AI-powered conversation engines. Youâll learn the fundamentals of NLP including tokenization, sentiment analysis, entity recognition, and language modeling using Python libraries like NLTK, spa Cy, and Hugging Face Transformers. Practical projects include building rule-based bots, training machine learning models, and deploying AI chat agents capable of real-time conversation. The course also covers ethical considerations and performance evaluation metrics. Ideal for developers, data scientists, and...
Syllabus
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- Pythonã®åºç€
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- ãã¥ãŒã©ã«ãããã¯ãŒã¯ãšããã¯ãããã²ãŒã·ã§ã³
- èªç¶èšèªåŠçã®æºå
- word2vec
- ãªã«ã¬ã³ããã¥ãŒã©ã«ãããã¯ãŒã¯ïŒRNNïŒ
- LSTM
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Instructor
æ劻 å¹žé· Yukinaga Azuma
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