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
Coursera
您将获得的技能: 机器学习, 数据库, Pandas（Python 软件包）, 自然语言处理, 查询语言, 及时工程, Python 编程, ChatGPT, 数据导入/导出, OpenAI 应用程序接口, 数据操作, Prompt Engineering, 软件工程
ESSEC Business School
您将获得的技能: 商业分析, 营销分析, 统计分析, 客户分析, 客户洞察, 数据驱动决策, 统计方法, 客户关系管理, R 程序设计, 目标市场, 统计建模, 预测建模, 数据分析软件, 商业营销
Northeastern University
您将获得的技能: Data Mining, Health Informatics, Acute Care, Emerging Technologies, Big Data, Health Technology, Analytics, Data Preprocessing, Clinical Informatics, Machine Learning, Health Care, Applied Machine Learning, Artificial Intelligence, Social Determinants Of Health, Home Health Care, Generative AI, Business Process Improvement
University of California, Irvine
您将获得的技能: 商业分析, 数据分析, 社交媒体, 云计算, 自然语言处理, 大数据, 数据科学, 物联网, 文本挖掘, 预测建模, 深度学习, 非结构化数据, 地理空间信息与技术
您将获得的技能: Cryptography, Classification Algorithms, Probability Distribution, Machine Learning Algorithms, Data Processing, Algorithms
您将获得的技能: PySpark, Customer Analysis, Big Data, Data Processing, Advanced Analytics, Statistical Modeling, Text Mining, Customer Insights, Risk Modeling, Data Transformation, Unstructured Data, Simulation and Simulation Software, Data Manipulation, Image Analysis
您将获得的技能: Cloud API, Natural Language Processing, Google Cloud Platform, Text Mining, Image Analysis, Cloud-Based Integration, Computer Vision, Network Analysis, Web Design
Coursera
您将获得的技能: 生成式人工智能, 数据分析, 探索性数据分析, 嵌入, Python 编程, 人工智能个性化, 数据可视化, 降维, 数据预处理, OpenAI 应用程序接口, 数据操作, OpenAI
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
Google Cloud
您将获得的技能: 数据分析, Google Cloud 平台, 云 API, 自然语言处理, 分析, 文本挖掘, 网络分析
您将获得的技能: Natural Language Processing, Data Ethics, Responsible AI, Text Mining, Large Language Modeling, Model Evaluation, Embeddings, Data Preprocessing, Transfer Learning, Artificial Intelligence and Machine Learning (AI/ML), Time Series Analysis and Forecasting, Data Analysis, Unstructured Data, Data Cleansing, Data Processing, Classification Algorithms, Deep Learning, Machine Learning Methods, Unified Modeling Language, Machine Learning Algorithms
Google Cloud
您将获得的技能: Google Cloud Platform, Text Mining, Natural Language Processing, Cloud API, Unstructured Data, Analysis
总之，以下是 10 最受欢迎的 text mining 课程
- 使用 OpenAI 进行查询：将自然文本转换为 SQL: Coursera
- 营销分析基础: ESSEC Business School
- Machine Learning for Healthcare Professionals: Northeastern University
- 自然语言处理和毕业设计作业: University of California, Irvine
- Natural Language Processing - Probability Models in Python: Packt
- PySpark: Apply & Analyze Advanced Data Processing: EDUCBA
- Extract, Analyze, and Translate Text from Images with the Cloud ML APIs: Google Cloud
- 产品推荐系统：OpenAI 文本嵌入: Coursera
- Classify Text into Categories with the Natural Language API: Google Cloud
- 利用自然语言应用程序接口进行实体和情感分析: Google Cloud
