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。

DeepLearning.AI
您将获得的技能: 迁移学习, 大型语言模型, 生成式人工智能, LLM 申请, 性能调整
中级 · 项目 · 不超过 2 小时

Duke University
您将获得的技能: Program Development, Debugging, Python Programming, Computer Programming, Computational Logic, Game Design, Interactive Design, Design and Product, Algorithms, Computer Science
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Data Import/Export, Data Modeling, Database Management, Google Cloud Platform, SQL, Data Manipulation, Data Analysis, Cloud Computing
中级 · 项目 · 不超过 2 小时

Johns Hopkins University
您将获得的技能: Data Warehousing, Apache Hadoop, Distributed Computing, Scalability, Databases, Transaction Processing, Database Systems, Database Design, Database Management Systems, Relational Databases, Database Management, Database Architecture and Administration, Cloud Computing, Machine Learning Software, Query Languages, Big Data, Data Processing, Machine Learning, SQL, Data Access
中级 · 专项课程 · 1-3 个月

您将获得的技能: JSON, 事件驱动编程, 软件测试, Data Validation, 数据结构, 前端性能, JavaScript 框架, 超文本标记语言(HTML), 网络开发工具, Javascript, 网络服务器, AJAX
初级 · 课程 · 1-3 个月

您将获得的技能: Data Structures, Scripting, Python Programming, Programming Principles, Development Environment, Virtual Environment
混合 · 课程 · 1-4 周
University of Colorado Boulder
您将获得的技能: Web Content Accessibility Guidelines, Peer Review, Design Reviews, Interactive Design, User Interface (UI), Interaction Design, Usability, Usability Testing, Responsive Web Design, Technical Documentation, Design Strategies, Technical Writing, Simulations
初级 · 课程 · 1-3 个月

University of the Arts London
您将获得的技能: Generative Adversarial Networks (GANs), Generative AI, Data Ethics, Image Analysis, Art History, Artificial Intelligence, Aesthetics, Creativity, Responsible AI, Prompt Engineering, Intellectual Property, Photography
初级 · 课程 · 1-4 周

您将获得的技能: User Interface (UI), User Interface (UI) Design, User Experience, User Flows, User Experience Design, Usability, Miro AI, User Centered Design, Process Mapping, User Research, User Feedback, Brand Awareness, Business Intelligence
中级 · 指导项目 · 不超过 2 小时

Coursera
您将获得的技能: 打造品牌, 营销材料, 人工智能, 生成式人工智能, 视频编辑, 营销, 多媒体, 叙事, 视频制作, 内容创作, 营销设计
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Retrieval-Augmented Generation, Vector Databases, LangChain, Embeddings, Real Time Data, Vision Transformer (ViT), Data Quality
中级 · 课程 · 1-3 个月

Simplilearn
您将获得的技能: LangChain, AI Workflows, LLM Application, Generative AI, Large Language Modeling, Hugging Face, Prompt Engineering, Embeddings, AI Security, Model Deployment
初级 · 课程 · 1-4 周