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：免费您将获得的技能: Python 程序设计, 数据分析, 文本挖掘, 应用程序开发, 降维, 数据操作, 应用编程接口 (API), 探索性数据分析, OpenAI 应用程序接口, 嵌入, OpenAI
Coursera
您将获得的技能: Python 程序设计, 数据库, SQL, Prompt Engineering, 数据操作, 数据导入/导出, 机器学习, 自然语言处理, Pandas（Python 软件包）, 软件工程, ChatGPT, OpenAI 应用程序接口
状态：新状态：免费试用您将获得的技能: Prompt Engineering, Large Language Modeling, Natural Language Processing, Generative AI, Transfer Learning, Embeddings, Data Preprocessing, Model Evaluation
状态：免费试用您将获得的技能: Data Preprocessing, Embeddings, Text Mining, Data Processing, Multilingualism, Applied Machine Learning, Pandas (Python Package), Data Transformation, NumPy, Scikit Learn (Machine Learning Library), Computer Programming, Software Installation
状态：免费试用您将获得的技能: Natural Language Processing, Text Mining, Data Manipulation, Unstructured Data, Markov Model, Data Preprocessing, Python Programming, Applied Machine Learning, Feature Engineering, Algorithms, Probability & Statistics
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
状态：免费Coursera
您将获得的技能: Python 程序设计, 生成式人工智能, 数据分析, 数据预处理, 数据操作, 降维, AI 个性化服务, 数据可视化, 探索性数据分析, OpenAI 应用程序接口, 嵌入, OpenAI
状态：免费您将获得的技能: Artificial Intelligence, Large Language Modeling, Embeddings, Text Mining, Generative AI, Natural Language Processing, Python Programming, Application Programming Interface (API), Scripting
Google Cloud
您将获得的技能: Google Cloud Platform, Text Mining, Natural Language Processing, Cloud API, Unstructured Data, Analysis
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：免费试用您将获得的技能: Cryptography, Classification Algorithms, Probability Distribution, Machine Learning Algorithms, Data Processing, Algorithms
状态：免费试用您将获得的技能: SAS (Software), Network Analysis, Text Mining, Spatial Analysis, Data Visualization, Data Manipulation, Data Analysis, Exploratory Data Analysis, Statistical Programming, Data Preprocessing
总之，以下是 10 最受欢迎的 text mining 课程
- 产品评论 基于文本的搜索 - OpenAI 文本 Embedding: Coursera
- 使用 OpenAI 进行查询：将自然文本转换为 SQL: Coursera
- Introduction to Transformer Models for NLP: Unit 2: Pearson
- NLP – Embeddings & Text Preprocessing in Python: Packt
- Introduction to NLP and Syntactic Processing: Packt
- Data Mining for Smart Cities: IIT Roorkee
- 产品推荐系统：OpenAI 文本嵌入: Coursera
- Text Generation with Cohere: Recognizing Similarities: Coursera
- Cloud Natural Language API: Qwik Start: Google Cloud
- Using the Natural Language API from Google Docs: Google Cloud
