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：预览Northeastern University
您将获得的技能: Natural Language Processing, Embeddings, Model Evaluation, Data Ethics, Responsible AI, Deep Learning, Recurrent Neural Networks (RNNs), Artificial Neural Networks, Data Preprocessing, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Supervised Learning, Machine Learning Algorithms, Classification Algorithms
状态：免费试用Vanderbilt University
您将获得的技能: 数据分析, Prompt Engineering, 自动化, 信息管理, 文件管理, ChatGPT, 数据展示, 人工智能, AI 赋能, 创造力, 解决问题, 数据处理
您将获得的技能: Model Evaluation, Data Preprocessing, PyTorch (Machine Learning Library), Transfer Learning, Model Deployment, Performance Tuning, Deep Learning, Natural Language Processing, Machine Learning
University of Colorado Boulder
您将获得的技能: Large Language Modeling, Recurrent Neural Networks (RNNs), Natural Language Processing, Prompt Engineering, Artificial Neural Networks, Transfer Learning, Deep Learning, PyTorch (Machine Learning Library), Embeddings, Model Evaluation, Network Architecture
状态：免费试用University of Illinois Urbana-Champaign
您将获得的技能: 机器学习, 数据分析, 预测建模, Scikit-learn （机器学习库）, 模型评估, 监督学习, 回归分析, Python 程序设计, 应用机器学习, 逻辑回归, 无监督学习, 数据预处理, 分类算法, 探索性数据分析, 商业分析
状态：免费DeepLearning.AI
您将获得的技能: LLM Application, Large Language Modeling, Embeddings, Prompt Engineering, Data Processing, Big Data, Applied Machine Learning, Vector Databases
状态：新状态：免费试用Real Madrid Graduate School Universidad Europea
您将获得的技能: Image Analysis, Computer Vision, Real Time Data, Reinforcement Learning, Large Language Modeling, Advanced Analytics, Data-Driven Decision-Making, Machine Learning, Artificial Intelligence, Data Integration, Analysis, Predictive Analytics, Automation, Supervised Learning, Natural Language Processing, Data Presentation, Innovation
状态：免费试用LearnQuest
您将获得的技能: Image Analysis, Exploratory Data Analysis, Time Series Analysis and Forecasting, Data Wrangling, Model Evaluation, Data Preprocessing, Operations Research, NumPy, Data Manipulation, Feature Engineering, Supervised Learning, Inventory Management System, Supply Chain, Applied Machine Learning, Trend Analysis, Data Visualization, Customer Demand Planning, Machine Learning, Data Science, Data Analysis
状态：免费试用Google Cloud
您将获得的技能: 模型评估, 自然语言处理, 深度学习, Google 云端平台, 迁移学习, 云计算解决方案, 递归神经网络 (RNN), 应用机器学习, 嵌入, 张力流
Coursera
您将获得的技能: 机器学习, 网页抓取, 自然语言处理, OpenAI 应用程序接口, Python 程序设计, 实时数据, 应用程序开发, 网络应用
状态：免费试用Johns Hopkins University
您将获得的技能: Apache Hadoop, Apache Hive, Big Data, Apache Spark, NoSQL, Data Management, Data Processing, Databases, SQL, Query Languages, Data Manipulation, Scripting Languages, Data Transformation, Distributed Computing
总之，以下是 10 最受欢迎的 text mining 课程
- NLP in Engineering: Concepts & Real-World Applications: Northeastern University
- ChatGPT 高级数据分析: Vanderbilt University
- Sentiment Analysis with Deep Learning using BERT: Coursera
- Deep Learning for Natural Language Processing: University of Colorado Boulder
- 商业分析中的 Python 机器学习算法: University of Illinois Urbana-Champaign
- Large Language Models with Semantic Search: DeepLearning.AI
- Future of data and technology in football : Real Madrid Graduate School Universidad Europea
- Machine Learning for Supply Chains: LearnQuest
- 谷歌云上的自然语言处理: Google Cloud
- 使用 GPT 进行网络抓取：翻译外国新闻标题: Coursera
