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Career Advancement Programme in Natural Language Processing Basics
-- ViewingNowNatural Language Processing (NLP) Basics: This Career Advancement Programme provides foundational knowledge in NLP. Learn core concepts like text preprocessing, stemming, and lemmatization.
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2个月完成
每周2-3小时
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课程详情
- Introduction to Natural Language Processing
- Text Preprocessing Techniques (Tokenization, Stemming, Lemmatization)
- Word Embeddings and Word Vectors (Word2Vec, GloVe)
- Recurrent Neural Networks (RNNs) for NLP
- Natural Language Understanding (NLU) and its Applications
- Sentiment Analysis and Opinion Mining
- Building a simple chatbot using NLP techniques
- Introduction to Transformer Networks and BERT
职业道路
Career Role Description Natural Language Processing (NLP) Engineer Develops and implements NLP algorithms and models for various applications, such as chatbots and sentiment analysis.
High demand, excellent salary prospects.
NLP Data Scientist Applies NLP techniques to large datasets to extract insights and build predictive models.
Strong analytical and programming skills are crucial.
NLP Research Scientist Conducts research to advance NLP technologies, publishing findings and collaborating with engineers.
Requires a strong academic background.
Machine Learning Engineer (NLP Focus) Specializes in applying machine learning techniques, specifically within the NLP domain, to create intelligent systems.
Significant growth potential.
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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