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 Illinois Urbana-Champaign
您将获得的技能: Education Software and Technology, Supervised Learning, Machine Learning, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Learning Management Systems, Digital pedagogy, Artificial Intelligence, AI Enablement, Data Mining, Learning Theory, Human Computer Interaction, Natural Language Processing
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Big Data, Analytics, Query Languages, Data Analysis, Data Mining, Data Manipulation, SQL, Data Management
初级 · 项目 · 不超过 2 小时
University of Toronto
您将获得的技能: 数据收集, 数据综合, 网络分析, 生物信息学, 技术交流, 统计方法, 分析
中级 · 课程 · 1-3 个月

Sungkyunkwan University
您将获得的技能: Scalability, Deep Learning, AI Personalization, Data Mining, Data Processing, Machine Learning, Machine Learning Algorithms, Algorithms, Model Evaluation
中级 · 课程 · 1-4 周

您将获得的技能: Microsoft Office, Document Management
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Social Media Management, Social Media, Social Media Marketing, Google Ads, Email Marketing, Social Media Strategy, Online Advertising, Social Media Campaigns, Pay Per Click Advertising, Content Creation, Customer Retention, Instagram, Paid media, Customer Relationship Building, E-Commerce, Digital Marketing, TikTok, Keyword Research, Strategic Marketing, Brand Marketing
初级 · 专项课程 · 1-3 个月

Coursera
您将获得的技能: Hypertext Markup Language (HTML), Web Development, Web Design and Development, Web Development Tools, Web Design
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Microsoft Office, Data Sharing, Document Management, Collaborative Software, User Accounts, Web Content Accessibility Guidelines, Content Management
初级 · 指导项目 · 不超过 2 小时

DeepLearning.AI
您将获得的技能: Application Deployment, Cloud Deployment, Generative AI, Prompt Engineering, Prototyping, Agile Product Development, Retrieval-Augmented Generation, Application Development, Interactive Design, User Interface (UI), Data Integration
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: Javascript, User Interface (UI), Web Development, Web Development Tools, HTML and CSS, Scripting, Scripting Languages
初级 · 指导项目 · 不超过 2 小时

Packt
您将获得的技能: Unix Commands, Command-Line Interface, Graphical Tools, File Management, Software Development Tools, System Configuration, Computer Programming Tools, Development Environment, Configuration Management
中级 · 课程 · 1-3 个月

您将获得的技能: OpenAI API, Prompt Engineering, Large Language Modeling, ChatGPT, OpenAI, Generative AI, Application Performance Management, Image Analysis, Application Programming Interface (API), LLM Application, Multimodal Prompts, Animations, File Management, Graphics Software, Embeddings, Classification Algorithms, Computer Graphics, Application Development, Python Programming, Computer Science
初级 · 专项课程 · 1-3 个月