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 Illinois Urbana-Champaign
您将获得的技能: 高级分析, 信息隐私, 非结构化数据, 文本挖掘, 异常检测, 统计方法, 图像分析, 大数据, Algorithm, 数据挖掘, 空间分析
状态：新状态：预览University of the Arts London
您将获得的技能: Prompt Engineering, Large Language Modeling, Generative AI, OpenAI, Writing and Editing, Artificial Intelligence, Machine Learning Methods, Responsible AI, Natural Language Processing, Writing, Data Ethics, Artificial Neural Networks, Deep Learning
状态：免费试用您将获得的技能: Large Language Modeling, Text Mining, Semantic Web, Generative AI, PyTorch (Machine Learning Library), Python Programming, Applied Machine Learning, Unsupervised Learning
状态：免费试用University of Michigan
您将获得的技能: 回归分析, 机器学习, Scikit-learn （机器学习库）, 决策树学习, 无监督学习, 监督学习, Python 程序设计, 降维, 随机森林算法, 功能工程, 应用机器学习, 预测建模
状态：免费试用University of Colorado Boulder
您将获得的技能: 探索性数据分析, 技术写作, 数据管道, 大数据, 分析技能, 数据分析, 数据挖掘, 应用机器学习
状态：预览Northeastern University
您将获得的技能: Data Mining, Health Informatics, Unstructured Data, Emerging Technologies, Big Data, Health Technology, Analytics, Clinical Informatics, Machine Learning, Health Care, Applied Machine Learning, Data Analysis, Artificial Intelligence, Home Health Care, Data Quality, Responsible AI, Business Process Improvement
状态：免费试用您将获得的技能: Generative AI, Anomaly Detection, Predictive Modeling, Text Mining, Predictive Analytics, Advanced Analytics, Data Cleansing, Natural Language Processing, Unstructured Data, Data Analysis, Forecasting, Statistical Analysis, Data Quality, Time Series Analysis and Forecasting, Exploratory Data Analysis
状态：免费试用University of Colorado Boulder
您将获得的技能: 探索性数据分析, 数据建模, 数据质量, 数据管道, 数据转换, 数据科学, 数据仓库, 数据可视化, 数据分析, 统计建模, 数据清理, 数据挖掘
状态：预览University of Michigan
您将获得的技能: 机器学习, 非结构化数据, Python 程序设计, 深度学习, 文本挖掘, 计算机编程, 医学术语, 临床信息学, 医学科学与研究, 计算机编程工具, 自然语言处理, 人工神经网络, 健康信息学, 数据挖掘
状态：新状态：预览Northeastern University
您将获得的技能: Exploratory Data Analysis, Data Mining, Dimensionality Reduction, Regression Analysis, Machine Learning Algorithms, Data Analysis, Big Data, Analytics, Feature Engineering, Predictive Modeling, Data Science, Data Processing, Statistical Analysis, Performance Analysis, Case Studies, Applied Machine Learning, Supervised Learning, Classification And Regression Tree (CART), Data Cleansing, Project Implementation
您将获得的技能: Tensorflow, Keras (Neural Network Library), Natural Language Processing, Deep Learning, Data Pipelines
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
总之，以下是 10 最受欢迎的 text mining 课程
- 数据挖掘中的模式发现: University of Illinois Urbana-Champaign
- Creative AI: Text and Transformations: University of the Arts London
- Natural Language Processing - Transformers with Hugging Face: Packt
- Python 中的应用机器学习: University of Michigan
- 数据挖掘项目: University of Colorado Boulder
- Machine Learning for Healthcare Professionals: Northeastern University
- Advanced Data Analysis with Generative AI: Microsoft
- 数据挖掘管道: University of Colorado Boulder
- 从健康领域的自由文本数据中提取信息: University of Michigan
- Machine Learning and Data Analytics Part 1: Northeastern University
