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
28DIGITAL
您将获得的技能: 数据共享, 网络服务, 数据建模, 互操作性, 数据管理, 数据整合, 软件架构, 数据挖掘, 语义网, Query 语言
状态：新您将获得的技能: OpenAI API
状态：新Alberta Machine Intelligence Institute
您将获得的技能: Prompt Engineering, Retrieval-Augmented Generation, Generative AI, Generative Model Architectures, Large Language Modeling, ChatGPT, OpenAI API, Open Source Technology, Responsible AI, Embeddings, Artificial Intelligence, Data Ethics, Natural Language Processing, Information Privacy
状态：免费DeepLearning.AI
您将获得的技能: Embeddings, Retrieval-Augmented Generation, Vector Databases, Text Mining, Large Language Modeling, Performance Tuning
状态：免费试用Kennesaw State University
您将获得的技能: 精益方法, 根源分析, 加工能力, 持续改进流程, 流程改进, 六西格玛方法, 质量改进, 制定基准, 精益生产, 精益六西格玛, 解决问题的八项纪律 (8D), 过程分析
状态：新状态：预览您将获得的技能: Hugging Face, Model Evaluation, Embeddings, Transfer Learning, Recurrent Neural Networks (RNNs), Model Deployment, Data Preprocessing, Performance Tuning
Coursera
您将获得的技能: Google Ads, Keyword Research, Target Audience, Pay Per Click Advertising, Search Engine Marketing, Advertising Campaigns, Campaign Management, Online Advertising, Digital Advertising, Marketing, Digital Marketing, Return On Investment
状态：免费试用University of Colorado Boulder
您将获得的技能: Unsupervised Learning, Anomaly Detection, Data Preprocessing, Data Mining, Applied Machine Learning, Feature Engineering, Exploratory Data Analysis, Data Analysis, Algorithms
状态：预览Nanjing University
您将获得的技能: Data Processing, Data Mining, Data Structures, Data Presentation, Object Oriented Programming (OOP), Web Scraping, Data Analysis, Python Programming, Pandas (Python Package), NumPy, Data Visualization, Data Manipulation, Matplotlib, User Interface (UI) Design
状态：新状态：免费试用您将获得的技能: Artificial Intelligence, AI Enablement, Jupyter, Healthcare Ethics, Health Informatics, Healthcare Industry Knowledge, LLM Application, Machine Learning, Deep Learning, Machine Learning Software, MLOps (Machine Learning Operations), Statistical Machine Learning, AI Product Strategy, Model Evaluation, Convolutional Neural Networks, Data Preprocessing, Predictive Modeling, Data-Driven Decision-Making, Data Processing, Data Analysis
状态：免费试用您将获得的技能: 深度学习, 原型设计, ChatGPT, 机器学习, 生成式人工智能, 人工智能和机器学习（AI/ML）
状态：免费试用您将获得的技能: Debugging, Python Programming, Cybersecurity, Scripting, Programming Principles, IT Automation, Algorithms, Automation, Computer Programming, File Management, Data Structures
总之，以下是 10 最受欢迎的 text mining 课程
- 数据之网: 28DIGITAL
- How to Use ChatGPT and Generative AI to Help Create Content: Packt
- Introduction to Generative AI: Concepts and Techniques: Alberta Machine Intelligence Institute
- Retrieval Optimization: Tokenization to Vector Quantization: DeepLearning.AI
- 六西格玛与组织（高级）: Kennesaw State University
- Transformers in Action: A Practical Approach to NLP and AI: Board Infinity
- Google Ads for Beginners: Coursera
- Association Rules Analysis: University of Colorado Boulder
- Data Processing Using Python: Nanjing University
- Artificial Intelligence for Healthcare: SkillUp
