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：新状态：免费试用您将获得的技能: Artificial Intelligence, Scikit Learn (Machine Learning Library)
状态：免费试用DeepLearning.AI
您将获得的技能: 概率与统计, 监督学习, 文本挖掘, 非结构化数据, 机器学习算法, 降维, 人工智能, 自然语言处理, 功能工程, 张力流
状态：免费试用Vanderbilt University
您将获得的技能: Data Storytelling, Microsoft Excel, Data Visualization, Data Analysis, Data Cleansing, ChatGPT, Data Integration, Data Transformation, Data Validation, Exploratory Data Analysis, Prompt Engineering, LLM Application, Data Quality, Generative AI
状态：新状态：预览University of California San Diego
您将获得的技能: Linux Commands, Linux, Unix Commands, Shell Script, Linux Administration, Data Processing, Text Mining, Command-Line Interface, Data Manipulation, Unix, Scripting, Automation, File Management
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：免费试用您将获得的技能: Text Mining, Data Processing, Applied Machine Learning, Pandas (Python Package), Data Transformation, NumPy, Unstructured Data, Deep Learning, Feature Engineering, Scikit Learn (Machine Learning Library), Development Environment, Machine Learning
状态：预览Northeastern University
您将获得的技能: Data Mining, Exploratory Data Analysis, Dimensionality Reduction, Data Cleansing, Data Transformation, Text Mining, Data-Driven Decision-Making, Forecasting, Big Data, Feature Engineering, Unstructured Data, Data Analysis, Predictive Modeling, Classification And Regression Tree (CART), Supervised Learning, Statistical Analysis, Data Visualization Software, Unsupervised Learning, Machine Learning, Regression Analysis
状态：新状态：免费试用University of Michigan
您将获得的技能: Data Mining, Data Processing, Unsupervised Learning, Data Science, Anomaly Detection, Data Manipulation, Machine Learning Methods, Python Programming
状态：新状态：预览您将获得的技能: Financial Modeling, Balance Sheet, Financial Statement Analysis, Financial Statements, Revenue Forecasting, Depreciation, Capital Expenditure, Financial Analysis, Financial Forecasting, Business Valuation, International Finance, Working Capital, Business Metrics, Equities, Cash Flows, Forecasting
状态：新状态：免费试用University of Michigan
您将获得的技能: ChatGPT, Machine Learning Methods, Data Mining, Python Programming, Machine Learning Algorithms, Supervised Learning, Data Manipulation
状态：新状态：免费试用您将获得的技能: PySpark, Apache Spark, Customer Analysis, Big Data, Data Processing, Advanced Analytics, Statistical Modeling, Text Mining, Customer Insights, Data Mining, Data Transformation, Unstructured Data, Predictive Modeling, Simulation and Simulation Software, Data Manipulation, Marketing Analytics, Image Analysis, Risk Analysis
您将获得的技能: Microsoft Excel, Excel Formulas, Spreadsheet Software, Data Analysis Expressions (DAX), Microsoft 365, Data Validation
总之，以下是 10 最受欢迎的 text mining 课程
- Natural Language Processing Essentials: Edureka
- 利用分类和向量空间进行自然语言处理: DeepLearning.AI
- ChatGPT + Excel: Master Data, Make Decisions, Tell Stories: Vanderbilt University
- Linux Tools for Text Processing: University of California San Diego
- NLP – Machine Learning Models in Python: Packt
- NLP – Embeddings & Text Preprocessing in Python: Packt
- Practical Engineering Data Mining: Techniques and Uses: Northeastern University
- Data Mining in Python: University of Michigan
- Financial Modeling in Mining: Analyze & Evaluate: EDUCBA
- Applied Information Extraction in Python: University of Michigan
