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Executive Certificate in Introduction to Natural Language Processing
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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 and Cleaning (Regular Expressions, Tokenization, Stemming, Lemmatization)
- Word Embeddings and Vector Space Models (Word2Vec, GloVe)
- Recurrent Neural Networks for NLP (RNNs, LSTMs, GRUs)
- Natural Language Understanding (NLU) and its applications
- Sentiment Analysis and Opinion Mining
- Named Entity Recognition (NER) and Relationship Extraction
- Machine Translation and its challenges
职业道路
Career Role Description Natural Language Processing (NLP) Engineer Develops and implements NLP algorithms and models for applications like chatbots and machine translation.
High demand, excellent career progression.
NLP Data Scientist Analyzes large datasets of text and speech to extract insights and improve NLP models.
Requires strong statistical and programming skills.
NLP Research Scientist Conducts cutting-edge research in NLP, pushing the boundaries of language understanding.
PhD often required.
Machine Learning Engineer (NLP Focus) Focuses on the machine learning aspects of NLP projects, developing and deploying models for various applications.
NLP Consultant Provides expert advice and guidance to organizations on leveraging NLP technologies for business solutions.
Strong communication skills are essential.
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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