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：免费试用University of Michigan
您将获得的技能: 数据可视化软件, Matplotlib, 统计可视化, 制图, Python 程序设计, 数据展示, 散点图, 科学可视化, 数据操作, 可视化（计算机制图）, 交互式数据可视化, 柱状图, Pandas（Python 软件包）, NumPy, 数据可视化
状态：预览University of Glasgow
您将获得的技能: 人工智能, 大型语言模型, LLM 申请, 风险管理框架, ChatGPT, 生成式人工智能, 深度学习, 数据伦理, 负责任的人工智能, Prompt Engineering, 生成模型架构, 人工神经网络, 自然语言处理
Coursera
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
状态：免费试用University of Colorado Boulder
您将获得的技能: Supervised Learning, Deep Learning, Scikit Learn (Machine Learning Library), Machine Learning, Tensorflow, Text Mining, Predictive Modeling, Classification And Regression Tree (CART), Data Manipulation, Marketing Analytics, Python Programming, Feature Engineering, Google Cloud Platform, Data Processing, Artificial Neural Networks, Performance Metric
状态：免费试用您将获得的技能: Dimensionality Reduction, Text Mining, Applied Machine Learning, Statistical Machine Learning, Supervised Learning, Unsupervised Learning, Python Programming, Machine Learning, Predictive Modeling, Regression Analysis, Algorithms
状态：免费DeepLearning.AI
您将获得的技能: LLM Application, Anomaly Detection, Google Cloud Platform, Text Mining, Applied Machine Learning, Natural Language Processing, Semantic Web, Unsupervised Learning, Python Programming
状态：免费试用Johns Hopkins University
您将获得的技能: Social Network Analysis, Machine Learning, Natural Language Processing, Text Mining, Analytics, Unstructured Data, Artificial Intelligence and Machine Learning (AI/ML), Unsupervised Learning, Semantic Web, Data Processing
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Coursera
您将获得的技能: 大型语言模型, Python 程序设计, LLM 申请, 生成式人工智能, 网络应用, 应用程序开发, 网络开发, LangChain, Prompt Engineering
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：免费试用University of Washington
您将获得的技能: 统计建模, 抽样（统计）, 统计推理, 概率分布, Algorithm, 非结构化数据, 可扩展性, 文本挖掘, 大数据, 统计机器学习, 贝叶斯统计, 机器学习, 无监督学习, 数据挖掘, 机器学习算法, 应用机器学习
状态：新状态：预览您将获得的技能: Data Manipulation, R Programming, Tidyverse (R Package), Text Mining, Data Wrangling, Data Transformation, Data Cleansing, Performance Tuning, Data Validation
总之，以下是 10 最受欢迎的 text mining 课程
- 用 Python 进行应用绘图、制图和数据表示: University of Michigan
- 生成式预训练变换器 (GPT): University of Glasgow
- NLP: Twitter Sentiment Analysis: Coursera
- Supervised Text Classification for Marketing Analytics: University of Colorado Boulder
- NLP – Machine Learning Models in Python: Packt
- Understanding and Applying Text Embeddings: DeepLearning.AI
- Artificial Intelligence in Social Media Analytics: Johns Hopkins University
- Mining Quality Prediction Using Machine & Deep Learning: Coursera
- 使用 Langchain 进行 GenAI 总结：总结文本文档: Coursera
- AI Workflow: Feature Engineering and Bias Detection: IBM
