Certificate Programme in Text Mining for Conversational AI (Advanced)
-- ViewingNowThe Certificate Programme in Text Mining for Conversational AI is a highly specialized advanced certificate programme consisting of 20 units. This programme is of utmost importance as it equips learners with the skills required to handle the vast amounts of text data generated by conversational AI applications.
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CourseDetails
- Introduction to Text Mining for Conversational AI
- Overview of Natural Language Processing (NLP) and its Applications
- Text Preprocessing Techniques and Tools
- Sentiment Analysis using Text Mining
- Named Entity Recognition and Information Extraction
- Dependency Parsing and Grammar
- Text Classification using Machine Learning
- Clustering and Topic Modeling in Text Mining
- Text Mining for Conversational AI Systems
- Dialogue Fameworks and State-of-the-Art Architectures
- Contextual Analysis and Inference in Conversational AI
- Intent Recognition and Slot Filling
- Context-Aware Dialogue Generation
- Text Mining for Chatbots and Virtual Assistants
- Knowledge Graph Embeddings and Text Mining
- Deep Learning Architectures for Text Mining
- Explainability and Transparency in Conversational AI
- Text Mining for Healthcare and Biomedical Applications
- Best Practices for Text Mining and Conversational AI
- Final Project: Implementing Text Mining for Conversational AI
- Capstone Project: Developing a Conversational AI System with Text Mining
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Pie chart showing the percentage distribution of UK job roles in the Certificate Programme in Text Mining for Conversational AI.
Data Analyst (20%) Business Intelligence Developer (18%) Machine Learning Engineer (15%) Conversational AI Researcher (47%)
EntryRequirements
- BasicUnderstandingSubject
- ProficiencyEnglish
- ComputerInternetAccess
- BasicComputerSkills
- DedicationCompleteCourse
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- ThreeFourHoursPerWeek
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