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。

Duke University
您将获得的技能: Rust (Programming Language), Command-Line Interface, Encryption, Package and Software Management, Application Development, Cryptography, Software Engineering, Algorithms
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Figma (Design Software), Game Design, Prototyping, Mockups, UI Components, Wireframing, Interaction Design, User Interface (UI) Design
中级 · 课程 · 1-4 周

您将获得的技能: Adobe Photoshop, Layout Design, Photo Editing, Graphic and Visual Design, Creative Design, Typography, Color Theory
中级 · 课程 · 1-4 周

您将获得的技能: User Accounts, Linux, Linux Administration, Shell Script, Linux Commands, Command-Line Interface, Operating System Administration, System Monitoring, Unix Commands, File Systems, Unix, File Management, Software Installation, Virtual Machines, System Configuration, Operating Systems, Network Troubleshooting
初级 · 课程 · 1-4 周

您将获得的技能: Web Design and Development, Web Applications, HTML and CSS, Web Development, Vector Databases, AI Personalization, Javascript, User Interface (UI), Interactive Design, Natural Language Processing, Human Machine Interfaces, Database Management
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Active Directory, Windows PowerShell, Windows Servers, User Accounts, Microsoft Servers, Scripting, Remote Access Systems, User Interface (UI), Server Administration, Hypertext Markup Language (HTML), Data Import/Export
初级 · 课程 · 1-4 周

您将获得的技能: Extensible Markup Language (XML), Visualization (Computer Graphics), Cascading Style Sheets (CSS), Computer Graphics, Web Components, Animations, Typography, Semantic Web, Web Content Accessibility Guidelines, Scalability
混合 · 课程 · 1-3 个月

您将获得的技能: Generative AI, Large Language Modeling, Generative Model Architectures, Image Analysis, Autoencoders, Hugging Face, Embeddings, Computer Vision, Convolutional Neural Networks, PyTorch (Machine Learning Library), LLM Application, Natural Language Processing
中级 · 课程 · 1-4 周

您将获得的技能: Recurrent Neural Networks (RNNs), Embeddings, Time Series Analysis and Forecasting, Tensorflow, Natural Language Processing, Forecasting, Image Analysis, Deep Learning, Artificial Neural Networks, Predictive Analytics, Predictive Modeling, Technical Analysis, Data Preprocessing, Supervised Learning, Data Science, Machine Learning
中级 · 课程 · 1-4 周

您将获得的技能: Recurrent Neural Networks (RNNs), Convolutional Neural Networks, Deep Learning, Artificial Neural Networks, Image Analysis, Keras (Neural Network Library), Applied Machine Learning, Tensorflow, PyTorch (Machine Learning Library), Natural Language Processing, Network Architecture, Model Evaluation, Performance Tuning
高级设置 · 课程 · 1-3 个月
University of Glasgow
您将获得的技能: Html 和 Css, 前端网络开发, 开发环境, 软件测试, 网络开发, 动画, 编程原则, 计算思维, 应用程序开发, 计算机图形学, 计算机编程工具, 事件驱动编程, Javascript, 网络应用, 软件开发, 软件开发工具
初级 · 课程 · 1-4 周

您将获得的技能: Blockchain, Development Environment, Web Development Tools, Virtual Machines, Software Testing, Software Development Tools, Data Storage, Debugging, Javascript, Cryptographic Protocols, Event-Driven Programming, System Design and Implementation, Transaction Processing, Payment Systems
高级设置 · 课程 · 1-3 个月