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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2个月完成
每周2-3小时
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课程详情
- Text Mining Fundamentals
- Introduction to Conversational AI
- Text Preprocessing
- Named Entity Recognition
- Part-of-Speech Tagging
- Text Classification Techniques
- Clustering in Text Mining
- Information Retrieval and Search
- Deep Learning for Text Mining
- Word Embeddings and Word2Vec
- Text Generation and Summarization
- Text Classification with Convolutional Neural Networks
- Chatbots and Conversational Interfaces
- Text-to-Speech Systems
- Speech-to-Text Systems
- Text Analytics and Sentiment Analysis
- Text Mining for Customer Service
- Text Mining for Sentiment Analysis
- Text Mining with TensorFlow
- Text Mining with PyTorch
- Conversational AI Project Development
职业道路
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%)
入学要求
- 对主题的基本理解
- 英语语言能力
- 计算机和互联网访问
- 基本计算机技能
- 完成课程的奉献精神
无需事先的正式资格。课程设计注重可访问性。
课程状态
本课程为职业发展提供实用的知识和技能。它是：
- 未经认可机构认证
- 未经授权机构监管
- 对正式资格的补充
成功完成课程后，您将获得结业证书。
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