筛选依据
主题必需的
语言必需的
在整个课程（说明和评估）中使用的语言。
了解产品必需的
级别必需的
课程长度必需的
技能必需的
字幕必需的
教师必需的
探索文本挖掘课程目录
Coursera Project Network
您将获得的技能: Text Mining, Data Cleansing, PyTorch (Machine Learning Library), Data Manipulation, Data Processing, Performance Tuning, Deep Learning, Natural Language Processing, Machine Learning
状态：免费试用您将获得的技能: SAS (Software), Network Analysis, Text Mining, Spatial Analysis, Data Visualization, Geospatial Mapping, Data Manipulation, Data Analysis, Exploratory Data Analysis, Statistical Programming
Coursera Project Network
您将获得的技能: Exploratory Data Analysis, Regression Analysis, Predictive Modeling, Applied Machine Learning, Data Manipulation, Data Analysis, Random Forest Algorithm, Machine Learning, Decision Tree Learning, Machine Learning Algorithms, Data Visualization Software, Artificial Neural Networks, Deep Learning, Statistical Methods, Python Programming
状态：免费试用University of Illinois Urbana-Champaign
您将获得的技能: 机器学习算法, 探索性数据分析, 统计方法, 数据挖掘, Machine Learning 方法, Algorithm, 无监督学习, 数据验证
状态：免费试用University of Michigan
您将获得的技能: Matplotlib, 交互式数据可视化, 数据操作, Pandas（Python 软件包）, 数据展示, Python 程序设计, 可视化（计算机制图）, 科学可视化, NumPy, 数据可视化软件, 数据可视化, 散点图, 柱状图, 统计可视化, 制图
状态：免费试用您将获得的技能: Feature Engineering, Data Ethics, Unsupervised Learning, Dimensionality Reduction, Responsible AI, Text Mining, Applied Machine Learning, Data Transformation, Data Wrangling, Anomaly Detection, Exploratory Data Analysis, Machine Learning, Natural Language Processing, Data Science, Quality Assurance, Data Validation, Machine Learning Algorithms, Python Programming
状态：免费Coursera Project Network
您将获得的技能: Prompt Engineering, LLM 申请, 应用程序开发, Python 程序设计, 生成式人工智能, 大型语言模型, 网络开发, LangChain, 网络应用
状态：免费试用您将获得的技能: Natural Language Processing, Text Mining, Data Processing, Data Manipulation, Unstructured Data, Markov Model, Python Programming, Machine Learning Methods, Algorithms, Probability & Statistics
Coursera Project Network
您将获得的技能: Regression Analysis, Predictive Modeling, Exploratory Data Analysis, Scikit Learn (Machine Learning Library), Supervised Learning, Applied Machine Learning, Machine Learning, Decision Tree Learning, Deep Learning, Statistical Analysis, Data Analysis, Test Data, Artificial Neural Networks, Data Import/Export, Pandas (Python Package), Python Programming, Software Visualization
状态：免费试用University of Colorado Boulder
您将获得的技能: 数据清理, 数据处理, 数据建模, 探索性数据分析, 数据质量, 数据转换, 数据分析, 数据整合, 数据仓库, 数据挖掘, 描述性分析, 应用机器学习, 数据管道
您将获得的技能: Text Mining, Natural Language Processing, Cloud API, Google Cloud Platform, Unstructured Data, Classification And Regression Tree (CART), Application Programming Interface (API), Data Analysis
Coursera Project Network
您将获得的技能: Exploratory Data Analysis, Data Cleansing, Text Mining, Scikit Learn (Machine Learning Library), Probability & Statistics, Pandas (Python Package), Natural Language Processing, Data Processing, Statistical Modeling, Data Transformation, Data Analysis, Python Programming, Applied Machine Learning, Supervised Learning, Machine Learning
总之，以下是 10 最受欢迎的 text mining 课程
- Sentiment Analysis with Deep Learning using BERT: Coursera Project Network
- Performing Network, Path, and Text Analyses in SAS Visual Analytics: SAS
- Machine/Deep Learning for Mining Quality Prediction-Enhanced: Coursera Project Network
- 数据挖掘中的聚类分析: University of Illinois Urbana-Champaign
- 用 Python 进行应用绘图、制图和数据表示: University of Michigan
- AI Workflow: Feature Engineering and Bias Detection: IBM
- 使用 Langchain 进行 GenAI 总结：总结文本文档: Coursera Project Network
- Introduction to NLP and Syntactic Processing: Packt
- Mining Quality Prediction Using Machine & Deep Learning: Coursera Project Network
- 数据挖掘管道: University of Colorado Boulder
