Natural Language Processing
Process and analyze text data. Build chatbots, sentiment analysis, language models, and translation systems.
About This Course
Process and analyze text data. Build chatbots, sentiment analysis, language models, and translation systems.
Course Overview
Learn to process, analyse, and understand human language using computational techniques. Build chatbots, sentiment analysis tools, and text classification systems.
What You Will Learn
- Text preprocessing: tokenization, stemming, and lemmatization
- Bag of Words, TF-IDF, and word embeddings (Word2Vec, GloVe)
- Sentiment analysis and opinion mining
- Text classification and named entity recognition
- Sequence-to-sequence models and attention mechanisms
- Transformer architecture and BERT models
- Building chatbots and conversational AI systems
Course Highlights
Work on practical NLP projects including sentiment analysis, text summarization, and chatbot development. The programme covers both traditional NLP and modern transformer-based approaches.
What You'll Learn
Course Requirements
Course Curriculum
Career Opportunities
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Your Instructor
Adaobi Nwosu
<p>Adaobi Nwosu is a seasoned Lead Data Scientist with over a decade of industry experience delivering impactful, hands-on technology training at Lekki Tech Academy.</p>
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