Certificate Programme in Text Mining for Data Science
-- ViewingNowThe Certificate Programme in Text Mining for Data Science is a comprehensive course designed to empower learners with the essential skills required to excel in the rapidly growing field of data science. This program focuses on text mining, a critical component of data analysis, which involves extracting valuable insights from unstructured text data.
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课程详情
• Introduction to Text Mining & Data Science
• Natural Language Processing (NLP) Fundamentals
• Data Preprocessing for Text Data
• Text Mining Techniques: Term Frequency & Inverse Document Frequency (TF-IDF)
• Text Mining Techniques: Text Clustering
• Text Mining Techniques: Text Classification
• Text Mining Techniques: Named Entity Recognition (NER)
• Text Mining Tools and Libraries: Python (NLTK, spaCy, Gensim)
• Text Mining Applications: Sentiment Analysis & Social Media Monitoring
• Text Mining Project: Real-World Text Mining Use Case
职业道路
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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