文本挖掘课程
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。
热门文本挖掘课程和认证
状态：新您将获得的技能: Excel Formulas, Microsoft Excel, Spreadsheet Software, Pivot Tables And Charts, Statistical Analysis, Data Manipulation, Descriptive Statistics, Data Analysis, Data Cleansing, Data Presentation
Coursera
您将获得的技能: 应用编程接口 (API), 自然语言处理, Python 程序设计, 分类算法, LLM 申请, 云 API, 生成式人工智能, 文本挖掘, Jupyter, Google 云端平台
状态：免费试用University of Michigan
您将获得的技能: 数据结构, 计划发展, 编程原则, Python 程序设计, 计算机图形学, 图表设计, 调试, 计算机编程
您将获得的技能: Pandas (Python Package), Data Visualization, Data Manipulation, Data Cleansing, Matplotlib, Text Mining, Exploratory Data Analysis, Data Analysis, Data Preprocessing, Python Programming
状态：新您将获得的技能: Adobe InDesign, Layout Design, Color Theory, Multimedia, Typography, Graphic Design, Design, Graphic and Visual Design Software, Design Elements And Principles, Style Guides, Document Management, Digital Publishing
状态：预览University of California San Diego
您将获得的技能: 数据科学, 无代码开发, 软件安装, 数据驱动的决策制定, 数据操作, 大数据, 预测分析, 统计分析, 无监督学习, 预测建模, 数据处理, 数据挖掘, 分析, 数据分析
状态：新状态：免费Amazon Web Services
您将获得的技能: Unstructured Data, Health Informatics, Health Information Management and Medical Records, Medical Records, Medical Terminology, Clinical Documentation
状态：免费试用Universidad Nacional Autónoma de México
您将获得的技能: 数据库, 数据库系统, 事务处理, Apache Hadoop, 系统设计, 大数据, 数据库设计, 可扩展性, 软件设计, 数据架构, 数据处理, 可维护性, NoSQL, SQL, 关系数据库, 数据挖掘, 非结构化数据
状态：免费试用您将获得的技能: Retrieval-Augmented Generation, Embeddings, Large Language Modeling, Prompt Engineering, Data Visualization, Generative AI, Vector Databases, Text Mining, Data Processing
状态：新状态：免费试用您将获得的技能: Customer experience improvement, Workflow Management, AI Personalization, Customer Service, Customer Support, Customer Engagement, Generative AI, Customer Communications Management, Emotional Intelligence, Customer Success Management, OpenAI, Salesforce, Customer Data Management, Customer Relationship Management, Artificial Intelligence, Customer Analysis, No-Code Development, De-escalation Techniques, Surveys, Communication
状态：免费DeepLearning.AI
您将获得的技能: Retrieval-Augmented Generation, Large Language Modeling, Embeddings, Prompt Engineering, Text Mining
状态：免费试用Universidad Austral
您将获得的技能: Natural Language Processing, Data Processing, Data Preprocessing, Text Mining, Pandas (Python Package), Analysis, Big Data, Algorithms
总之，以下是 10 最受欢迎的 text mining 课程
- Excel Functions and Formulas: Packt
- 使用 Vertex AI 生成人工智能：构建客户聊天机器人: Coursera
- Python 基础: University of Michigan
- Mastering Data Analysis with Pandas: Learning Path Part 5: Coursera
- Adobe InDesign Masterclass: Packt
- 无代码数据科学: University of California San Diego
- Amazon Comprehend Medical Getting Started: Amazon Web Services
- 设计数据密集型应用程序: Universidad Nacional Autónoma de México
- Master Retrieval-Augmented Generation (RAG) Systems: Packt
- Generative AI for Customer Experience Optimization: Edureka
