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: Relational Databases, Data Visualization, Data Modeling, Cloud Security, Databases, Database Management, Data Analysis Expressions (DAX), Advanced Analytics, Data Management, Data Governance, Data Preprocessing, Microsoft Excel, Amazon Web Services, Data Integration, Data Security, Cost Control, Cloud Computing, Spreadsheet Software, Excel Formulas, Predictive Modeling
中级 · 专项课程 · 3-6 个月

University of Colorado System
您将获得的技能: Machine Learning Algorithms, Machine Learning Methods, Machine Learning, Model Evaluation, Applied Machine Learning, AI Personalization, Artificial Intelligence, Data Modeling, Supervised Learning, Predictive Modeling, Classification Algorithms, Health Informatics, Diagnostic Tests, Decision Support Systems, Unsupervised Learning, Reinforcement Learning, Data Mining, Regression Analysis, Descriptive Analytics
初级 · 课程 · 1-4 周

您将获得的技能: SQL, Big Data, Data Validation, Query Languages, Data Mining, Business Metrics
高级设置 · 项目 · 不超过 2 小时

Illinois Tech
您将获得的技能: Pay Per Click Advertising, Digital Marketing, Web Analytics, Email Marketing, Paid media, Digital Advertising, Google Ads, Social Media Campaigns, Marketing Strategies, Online Advertising, Social Media Marketing, Google Analytics, Web Analytics and SEO, Web Design and Development, Marketing, Marketing Analytics, Search Engine Optimization, Social Media, Campaign Management, Search Engine Marketing
攻读学位
高级设置 · 课程 · 1-3 个月

您将获得的技能: Data Import/Export, Data Analysis, Data Visualization, Programming Principles, Python Programming
初级 · 指导项目 · 不超过 2 小时

Google Cloud
您将获得的技能: Recurrent Neural Networks (RNNs), Machine Learning Methods, Artificial Neural Networks, Deep Learning, Natural Language Processing, Applied Machine Learning, Text Mining
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: SQL, Query Languages, Data Manipulation, Data Quality, Data Presentation, Data Mining
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Angular, Web Development Tools, Unit Testing, Software Testing, Test Case, UI Components, Web Components, Web Applications, User Interface (UI), TypeScript
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Target Audience, Content Creation, Social Media Content, Social Media, Content Strategy, Marketing Materials, Social Media Marketing, Social Media Strategy, Graphic Design, Marketing Design, Branding
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Interactive Data Visualization, Business Intelligence, Data Presentation, Infographics, Data Visualization, Dashboard, Generative AI, Data Storytelling, Data Ethics, Artificial Intelligence, Prompt Engineering, SQL, Data Analysis, Natural Language Processing
中级 · 课程 · 1-4 周

University of Illinois Urbana-Champaign
您将获得的技能: 口头表达, 扫盲, 媒体与传播, 高等教育, 文化多样性, 多媒体, 差异化教学, 写作, 学习风格, 数字教学法, 教学策略, 非语言交流, 教学, 数字扫盲
混合 · 课程 · 1-4 周

Google Cloud
您将获得的技能: 自然语言处理, 深度学习, 人工神经网络, 性能调整, 递归神经网络 (RNN), Machine Learning 方法
高级设置 · 课程 · 1-4 周