文本挖掘课程可以帮助您学习从非结构化数据中提取信息、自然语言处理和情感分析的技术。您可以掌握数据预处理、文本分类和文本数据 Visualization 方面的技能。许多课程都会介绍 NLTK 和 spaCy 等 Python 库以及数据分析和机器学习软件等工具,这些工具支持实施文本挖掘项目,并增强您对如何利用 AI 分析大型文本数据集的理解。

University of California, Davis
您将获得的技能: 文化响应, 多样性与包容性, 业务沟通, 文化多样性, 文化敏感性, 沟通策略, 冲突管理, 虚拟环境, 跨职能合作, 跨文化能力, 语言交流技能, 团队领导, 时间表, 建立关系, 数字通信, 虚拟团队, 沟通, 文化
中级 · 课程 · 1-4 周
您将获得的技能: Computer Security Incident Management, Incident Management, Incident Response, Security Management, Threat Management, Security Strategy, Event Monitoring, Security Information and Event Management (SIEM), Cyber Attacks, Continuous Monitoring, Enterprise Security, Security Awareness, Cyber Operations, Information Technology Operations, Automation, Systems Integration
初级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: Large Language Modeling, Model Evaluation, Hugging Face, Data Preprocessing, Transfer Learning, Generative AI
初级 · 项目 · 不超过 2 小时

您将获得的技能: LangChain, LLM Application, Prompt Engineering, Large Language Modeling, OpenAI API, Hugging Face, ChatGPT, Embeddings, AI Workflows, Development Environment, Generative AI Agents, Retrieval-Augmented Generation, Vector Databases, Python Programming, Document Management, Application Development, Context Management
中级 · 课程 · 3-6 个月

Scrimba
您将获得的技能: 可扩展性, 数据库, Prompt Engineering, 用户界面(UI), 性能调整, LangChain, 嵌入, 矢量数据库, LLM 申请, AI 工作流程, 可维护性, 数据预处理
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: 内容创作, 生成式人工智能, Prompt Engineering, ChatGPT, 搜索引擎优化, 关键词研究, 网页内容, 内容战略, 博客
初级 · 指导项目 · 不超过 2 小时

University of California, Davis
您将获得的技能: Social Media Content, Social Media Strategy, Social Media Marketing, Campaign Management, Content Performance Analysis, Content Creation, AI Personalization, Digital Media Strategy, Prompt Engineering, Marketing Strategies, Content Strategy, Generative AI, Persona Development, Artificial Intelligence, Continuous Improvement Process, Responsible AI, Data Analysis
中级 · 课程 · 1-3 个月

Tecnológico de Monterrey
您将获得的技能: Telehealth, Health Technology, Health Administration, Health Care, Clinical Monitoring, Medical Privacy, Medical Devices, Cybersecurity, Data Mining, Patient Communication
初级 · 课程 · 1-4 周

您将获得的技能: Workflow Management, Spreadsheet Software, Project Management Software, Process Design, Data Entry, Excel Formulas, Automation, Data Import/Export, Data Management, Document Management, Collaborative Software, User Accounts
初级 · 课程 · 1-3 个月

Duke University
您将获得的技能: NumPy, Data Structures, Data Analysis, Object Oriented Programming (OOP), Exploratory Data Analysis, Image Analysis, Data Science, Data Transformation, Data Manipulation, Big Data, Performance Tuning, Python Programming, Data Import/Export
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: 营销心理学, 内容创作, 广告, 生成式人工智能, 文案写作, Prompt Engineering, 社交媒体内容, 在线广告, 目标受众, 博客
初级 · 课程 · 1-4 周

您将获得的技能: Amazon Bedrock, Prompt Engineering, Responsible AI, AI Security, Generative AI, MLOps (Machine Learning Operations), AWS SageMaker, Artificial Intelligence and Machine Learning (AI/ML), Amazon Web Services, AWS Identity and Access Management (IAM), Amazon S3, Model Deployment, Model Evaluation, Natural Language Processing
初级 · 课程 · 1-3 个月