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
Google Cloud
您将获得的技能: Google Gemini, Image Analysis, LLM Application, Multimodal Prompts, Large Language Modeling, Text Mining, Google Cloud Platform, Computer Vision, Data Processing
您将获得的技能: Data Analysis, Data Cleansing, Microsoft Excel, Exploratory Data Analysis, Data Manipulation, Data Preprocessing, Data Quality, Excel Formulas
状态：新状态：免费试用您将获得的技能: LangChain, Prompt Engineering, LLM Application, LangGraph, Generative AI Agents, Embeddings, Agentic systems, AI Workflows, OpenAI API, Large Language Modeling, Hugging Face, OpenAI, ChatGPT, Data Processing, Artificial Intelligence and Machine Learning (AI/ML), Development Environment, Retrieval-Augmented Generation, Artificial Intelligence, Vector Databases, User Interface (UI)
状态：预览University of Illinois Urbana-Champaign
您将获得的技能: 创造力, 多媒体, 口头表达, 美学, 文科, 世界历史, 音乐, 社会正义, 写作与编辑
状态：预览University of Colorado Boulder
您将获得的技能: 概率与统计, 生成对抗网络 (GAN), ChatGPT, 大型语言模型, 深度学习, 生成式人工智能, 生成模型架构, 自然语言处理, 图像分析
状态：预览National Taiwan University
您将获得的技能: Language Competency, Vocabulary, Language Learning, Grammar, Oral Comprehension, Culture, Storytelling, Cultural Diversity, World History
状态：预览Universidad Nacional de Colombia
您将获得的技能: Electric Power Systems, Energy and Utilities, Time Series Analysis and Forecasting, Data Science, Data Analysis, Data Mining, Data Modeling, Data Preprocessing, Exploratory Data Analysis, Statistical Analysis, Python Programming
状态：免费试用Duke University
您将获得的技能: Python 程序设计, 网页抓取, 数据库, 数据采集, 数据结构, MySQL, 数据导入/导出, 超文本标记语言（HTML）, SQL, 数据持久性, 脚本, 数据库管理, 数据操作, JSON, 空间分析
Coursera
您将获得的技能: Multimedia, Canva (Software), Animations, Design, Graphic and Visual Design Software, Video Production, Graphic Design, Graphic and Visual Design, Marketing
状态：免费试用Duke University
您将获得的技能: 检索-增强生成, Microsoft Copilot, Python 程序设计, Prompt Engineering, 拥抱的脸, 大型语言模型, ChatGPT, 负责任的人工智能, 应用编程接口 (API), OpenAI 应用程序接口, 机器学习, 生成式人工智能, OpenAI
状态：新状态：免费试用您将获得的技能: Text Mining, Statistical Analysis, Data Visualization, Descriptive Statistics, Data Analysis, Computer Programming, Mathematical Software, Data Preprocessing, Data Manipulation, Linear Algebra, Software Installation
状态：预览O.P. Jindal Global University
您将获得的技能: Predictive Analytics, Business Analytics, Data Mining, Forecasting, Demand Planning, Statistical Methods, Data-Driven Decision-Making, Customer Analysis, Data Preprocessing, Regression Analysis, Data Analysis, Dimensionality Reduction, Business Communication, Unsupervised Learning, Market Analysis, Logistic Regression, Classification Algorithms, Artificial Neural Networks
总之，以下是 10 最受欢迎的 text mining 课程
- Multimodal Use Cases with Gemini 1.5: Google Cloud
- Data Cleaning in Excel: Techniques to Clean Messy Data: Coursera
- Langchain and Langgraph: Packt
- 现代美国诗歌: University of Illinois Urbana-Champaign
- 生成式人工智能简介: University of Colorado Boulder
- 是誰在說話 -- 可愛的臺灣。（Intermediate Chinese）: National Taiwan University
- Ciencia de datos energéticos: Universidad Nacional de Colombia
- 使用 Python 和 SQL 编写数据工程脚本: Duke University
- Get Started with Canva: Coursera
- 生成式人工智能简介: Duke University
