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。

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
中级 · 课程 · 1-4 周

Northeastern University
您将获得的技能: Exploratory Data Analysis, Data Mining, Dimensionality Reduction, Regression Analysis, Data Analysis, Big Data, Analytics, Feature Engineering, Engineering Analysis, Predictive Modeling, Data Science, Data Processing, Statistical Analysis, Applied Machine Learning, Supervised Learning, Classification And Regression Tree (CART), Data Cleansing, Unsupervised Learning, Machine Learning, Data Transformation
中级 · 课程 · 1-3 个月

Northeastern University
您将获得的技能: Text Mining, Data Mining, Time Series Analysis and Forecasting, Big Data, Artificial Neural Networks, Trend Analysis, Regression Analysis, Data Science, Machine Learning Algorithms, Supervised Learning, Feature Engineering, Unsupervised Learning, Analytics, Predictive Modeling, Statistical Analysis, Forecasting, Advanced Analytics, Deep Learning, Predictive Analytics, Natural Language Processing
中级 · 课程 · 1-3 个月
您将获得的技能: Text Mining, Large Language Modeling, Natural Language Processing, LLM Application, Python Programming
中级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Unsupervised Learning, Unstructured Data, Marketing Analytics, Text Mining, Deep Learning, Machine Learning, JSON, Data Processing, Natural Language Processing, Machine Learning Algorithms, Exploratory Data Analysis, Python Programming
攻读学位
中级 · 课程 · 1-3 个月

Università di Napoli Federico II
您将获得的技能: Unsupervised Learning, Supervised Learning, R Programming, Artificial Neural Networks, Machine Learning, Exploratory Data Analysis, Deep Learning, Predictive Modeling, Ggplot2, Regression Analysis, Dimensionality Reduction, Data Analysis, Data Manipulation, Data Modeling
中级 · 课程 · 1-4 周

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
混合 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: Social Network Analysis, Machine Learning, Natural Language Processing, Text Mining, Analytics, Unstructured Data, Artificial Intelligence and Machine Learning (AI/ML), Unsupervised Learning, Semantic Web, Data Processing
中级 · 课程 · 1-3 个月

您将获得的技能: Microsoft Excel, Excel Formulas, Spreadsheet Software, Data Analysis Expressions (DAX), Microsoft 365, Data Validation
中级 · 指导项目 · 不超过 2 小时

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
中级 · 课程 · 1-3 个月

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
混合 · 课程 · 1-4 周

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
中级 · 课程 · 1-3 个月