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: PySpark, Apache Spark, Data Pipelines, Data Processing, AI Personalization, Dimensionality Reduction, OpenAI API, Data Manipulation, Pandas (Python Package), Data Transformation, Predictive Modeling, Unsupervised Learning, Applied Machine Learning, Scatter Plots, Embeddings, Machine Learning
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Technical Documentation, Technical Writing, Document Management, Writing, Microsoft Office, Concision, Editing, Business Writing
初级 · 指导项目 · 不超过 2 小时

Duke University
您将获得的技能: LLM Application, Model Deployment, Real Time Data, Large Language Modeling, Application Deployment, System Monitoring, Cross Platform Development, Application Programming Interface (API), Machine Learning
初级 · 指导项目 · 不超过 2 小时

Simplilearn
您将获得的技能: Generative AI, Mockups, User Interface and User Experience (UI/UX) Design, Usability, AI Workflows, Software Design, Prompt Engineering, Artificial Intelligence, Prototyping, User Centered Design, Software Architecture, Wireframing, Software Engineering
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: 生成式人工智能, 文件管理, Prompt Engineering, 平面和视觉设计, 演讲, 销售演示
初级 · 课程 · 1-4 周

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: Power BI, Dashboard, Interactive Data Visualization, Data Analysis Expressions (DAX), Business Reporting, Data Governance, Data Modeling, Data Transformation, Data Management, Data Manipulation, Role-Based Access Control (RBAC), Data Security, Data Cleansing
高级设置 · 课程 · 1-4 周

您将获得的技能: Command-Line Interface, File Management, Unix Commands, File Systems, Linux Commands
初级 · 课程 · 1-4 周

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

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

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

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