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：新状态：预览Northeastern University
您将获得的技能: Classification Algorithms, Exploratory Data Analysis, Data Mining, Model Evaluation, Dimensionality Reduction, Regression Analysis, Machine Learning Algorithms, Data Analysis, Big Data, Feature Engineering, Predictive Modeling, Statistical Analysis, Data Preprocessing, Case Studies, Supervised Learning, Project Implementation
Google Cloud
您将获得的技能: Google Cloud Platform, Google Workspace, Natural Language Processing, Scripting, Cloud API, Document Management, Machine Learning
状态：免费试用University of Washington
您将获得的技能: 统计建模, 概率分布, 机器学习, 数据结构, 非结构化数据, 贝叶斯统计, 分布式计算, 统计机器学习, 统计推理, 无监督学习, 机器学习算法, Algorithm, 可扩展性, 数据挖掘, 文本挖掘, 应用机器学习
状态：预览IIT Roorkee
您将获得的技能: Unsupervised Learning, Supervised Learning, Data Preprocessing, Anomaly Detection, Data Mining, Applied Machine Learning, Machine Learning Algorithms, Big Data, Data Cleansing, Data Visualization, Python Programming, Data-Driven Decision-Making, Classification Algorithms, Statistical Programming, Exploratory Data Analysis, Deep Learning, Regression Analysis, Artificial Neural Networks
Google Cloud
您将获得的技能: Cloud API, Google Cloud Platform, Application Programming Interface (API), Multilingualism, Language Interpretation, Translation, and Studies, Cloud Computing
状态：预览Board Infinity
您将获得的技能: Query Languages, Data Analysis, Software Installation, Performance Tuning, Distributed Computing, Scalability, Data Modeling, Cloud Deployment
状态：预览Universidad Autónoma Metropolitana
您将获得的技能: Vocabulary, Literacy, English Language, Language Competency, Language Learning, Grammar
状态：新状态：免费试用您将获得的技能: Bash (Scripting Language), Shell Script, Linux Commands, Unix Shell, Linux, Scripting, Unix Commands, Command-Line Interface, Unix, IT Automation, Debugging, Development Environment, System Configuration, Configuration Management, File Management
状态：免费您将获得的技能: Object Oriented Design, Microsoft Copilot, Game Design, Software Design, Application Design, Unit Testing, Python Programming, AI Enablement, GitHub, Development Environment, Debugging
状态：免费试用University of Glasgow
您将获得的技能: 探索性数据分析, SQL, 机器学习, 预测建模, ICD 编码（ICD-9/ICD-10）, 互操作性, 描述性统计, 医疗记录, 电子病历, 描述性分析, 关系数据库, 临床数据管理, 预测分析, 健康信息学, 病人流程, 精准医疗, 数据挖掘, 临床信息学, 分析, 数据库设计
状态：免费试用University of California, Irvine
您将获得的技能: 数据战略, 数据科学, 商业智能, 数据扫盲, 描述性分析, 大数据, 商业分析, 分析技能, 小数据, 数据伦理, 预测分析, 数据挖掘, 数据处理, 分析, 数据分析
您将获得的技能: Excel Macros, Microsoft Excel, Excel Formulas, Spreadsheet Software, Data Entry, Data Analysis Expressions (DAX), Business Mathematics
总之，以下是 10 最受欢迎的 text mining 课程
- Machine Learning and Data Analytics Part 1: Northeastern University
- Using the Natural Language API from Google Docs: Google Cloud
- 机器学习：聚类与检索: University of Washington
- Data Mining for Smart Cities: IIT Roorkee
- Translate Text with the Cloud Translation API: Google Cloud
- Executing Full Text Queries with Elasticsearch: Board Infinity
- Reading and Comprehension of Text in English: Universidad Autónoma Metropolitana
- Linux Bash: Automate, Debug & Process Text: EDUCBA
- Github Copilot with Python: Creating Text Games: Coursera
- 临床数据库的数据挖掘 - CDSS 1: University of Glasgow
