Natural Language Processing

自然语言处理(NLP)是一个结合了计算机科学、人工智能和语言学的跨学科领域,旨在使计算机能够理解、解释和生成人类语言。Coursera 的 NLP 目录向您讲授 NLP 的理论基础和实际应用。您将学习如何为文本分类、机器翻译、Sentiment Analysis 和语音识别等任务开发系统。您还将全面了解各种 NLP 算法、语义分析技术以及机器学习和深度学习在 NLP 中的应用。通过掌握这些技能,您将为创建能够有效交互和解释人类语言的智能系统做好准备。
24凭据
133门课程

最受欢迎

当前趋势

最新发布

筛选依据

主题
必需的

语言
必需的

在整个课程(说明和评估)中使用的语言。

了解产品
必需的

通过实践教程在 2 小时内掌握与工作相关的技能。
通过已评分作业、视频和论坛向顶级授课教师学习。
在交互式实践环境中学习新工具或新技能。
通过完成一系列课程和项目,深入学习学科知识。
获得行业领导者颁发的职业证书,展示您学到的专业知识。

级别
必需的

课程长度
必需的

字幕
必需的

教师
必需的

找到最适合您目标的 NLP 课程

  • 状态:新
    状态:免费试用

    您将获得的技能: Responsible AI, Microsoft Azure, Artificial Intelligence, Data Ethics, Image Analysis, Natural Language Processing, Computer Vision, No-Code Development, Text Mining, Machine Learning, Supervised Learning

  • 您将获得的技能: Exploratory Data Analysis, Deep Learning, Plot (Graphics), Artificial Neural Networks, Matplotlib, Data Cleansing, Data Analysis, Tensorflow, Natural Language Processing, Data Processing, Data Manipulation, Python Programming, Machine Learning

  • 您将获得的技能: Text Mining, Unstructured Data, Data Analysis, Natural Language Processing, Pandas (Python Package), Data Manipulation, Python Programming, Data Processing, Data Cleansing

  • 状态:免费

    您将获得的技能: LLM Application, Generative AI, Natural Language Processing, Multimodal Prompts, Application Deployment, Open Source Technology, Applied Machine Learning, Image Analysis, User Interface (UI), Computer Vision

  • 状态:新
    状态:免费试用

    您将获得的技能: Prompt Engineering, Amazon Bedrock, AWS SageMaker, AWS Identity and Access Management (IAM), Identity and Access Management, Computer Vision, Generative AI, LLM Application, Amazon Web Services, Applied Machine Learning, Natural Language Processing, Machine Learning, Reinforcement Learning, Data Ethics, Artificial Intelligence, Cloud Security, MLOps (Machine Learning Operations), Amazon S3, Deep Learning, Data Wrangling

  • 状态:新
    状态:免费试用

    您将获得的技能: Cryptography, Exploratory Data Analysis, Event-Driven Programming, Encryption, Server Side, Web Development, Regression Analysis, Apache, Web Services, Machine Learning Algorithms, Public Key Cryptography Standards (PKCS), Web Scraping, Natural Language Processing, Web Applications, Key Management, Python Programming, Predictive Modeling, Back-End Web Development, Supervised Learning, Text Mining

  • 状态:新
    状态:免费试用

    您将获得的技能: Prompt Engineering, Generative AI, Generative Model Architectures, OpenAI, Large Language Modeling, Artificial Intelligence and Machine Learning (AI/ML), Responsible AI, AI Personalization, Deep Learning, Feature Engineering, Open Source Technology, Data Processing, Application Deployment, Natural Language Processing, Machine Learning, Data Cleansing, Data Visualization, Database Systems

  • 状态:新

    您将获得的技能: Responsible AI, Generative AI, AI Product Strategy, Prompt Engineering, Google Cloud Platform, Organizational Strategy, Strategic Leadership, Artificial Intelligence, Google Workspace, Natural Language Processing

  • 状态:免费试用

    您将获得的技能: Prompt Engineering, 生成模型架构, 负责任的人工智能, 生成式人工智能, LLM 申请, 深度学习, 大型语言模型, OpenAI, 自然语言处理

  • 状态:新
    状态:免费试用

    Saïd Business School, University of Oxford

    您将获得的技能: FinTech, Financial Inclusion, Financial Services, Responsible AI, Data Ethics, Artificial Intelligence, Mobile Banking, Banking Services, Data Sharing, Financial Systems, Data Governance, Application Programming Interface (API), Financial Data, Financial Regulation, Finance, Artificial Intelligence and Machine Learning (AI/ML), Business Ethics, Innovation, General Data Protection Regulation (GDPR), Natural Language Processing

  • 状态:免费试用

    您将获得的技能: Natural Language Processing, MLOps (Machine Learning Operations), Application Lifecycle Management, Systems Architecture, Application Development, Algorithms, Software Architecture, Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Software Development Life Cycle, Machine Learning

  • 状态:免费试用

    Universidad Austral

    您将获得的技能: Natural Language Processing, Artificial Neural Networks, Tensorflow, Deep Learning, Scikit Learn (Machine Learning Library), Python Programming, Jupyter, Machine Learning, Text Mining, Unsupervised Learning, Algorithms, Supervised Learning

是什么让您今天来到 Coursera?

主要合作伙伴

  • Google Cloud
  • Microsoft
  • Simplilearn
  • DeepLearning.AI
  • IBM
  • Universidad Austral
  • Duke University
  • Edureka