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。

Case Western Reserve University
您将获得的技能: Exploratory Data Analysis, Spatial Data Analysis, Spatial Analysis, Geospatial Mapping, Geospatial Information and Technology, Descriptive Statistics, Statistical Modeling, R Programming, Geographic Information Systems, Statistical Analysis, Probability & Statistics, Data-Driven Decision-Making, Oil and Gas, Data Analysis, Simulations, Statistical Methods, Rmarkdown, Data Cleansing, Box Plots, Plot (Graphics)
中级 · 专项课程 · 3-6 个月

DeepLearning.AI
您将获得的技能: LLM Application, Large Language Modeling, Model Evaluation, Prompt Engineering, Reinforcement Learning
中级 · 项目 · 不超过 2 小时

您将获得的技能: Plotly, Data Visualization, Datamaps, Data Visualization Software, Scatter Plots, Jupyter, Python Programming, Exploratory Data Analysis, Pandas (Python Package), Data Analysis, Medical Science and Research
初级 · 指导项目 · 不超过 2 小时
您将获得的技能: Computer Security Incident Management, Incident Management, Incident Response, Security Management, Threat Management, Security Strategy, Event Monitoring, Security Information and Event Management (SIEM), Cyber Attacks, Continuous Monitoring, Enterprise Security, Security Awareness, Cyber Operations, Information Technology Operations, Automation, Systems Integration
初级 · 课程 · 1-4 周

您将获得的技能: Video Editing, TikTok, Storytelling, Timelines, Content Creation, Multimedia, Post-Production, Animations, Color Theory, Typography
初级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: 数据处理, Prompt Engineering, 拥抱的脸, LLM 申请, 数据库管理, 工具调用, 还原式 API, 网络服务, AI 工作流程, AI 赋能, SQL, 非结构化数据
中级 · 项目 · 不超过 2 小时

Google Cloud
您将获得的技能: Prompt Engineering, 生成式人工智能, LLM 申请, 应用编程接口 (API), Google 云端平台, 双子座, 多模式 Prompt, 应用程序开发
初级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: Prompt Engineering, LLM Application, Large Language Modeling, Responsible AI, AI Security, Code Review, Computer Programming Tools
初级 · 项目 · 不超过 2 小时

DeepLearning.AI
您将获得的技能: Retrieval-Augmented Generation, Vector Databases, Anomaly Detection, Embeddings, LLM Application, Generative AI, Semantic Web, Application Design, Natural Language Processing, Image Analysis, AI Personalization
初级 · 项目 · 不超过 2 小时

Tecnológico de Monterrey
您将获得的技能: Telehealth, Health Technology, Health Administration, Health Care, Clinical Monitoring, Medical Privacy, Medical Devices, Cybersecurity, Data Mining, Patient Communication
初级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Artificial Intelligence, Generative AI, Machine Learning Algorithms, Mathematical Theory & Analysis
攻读学位
中级 · 课程 · 1-3 个月

您将获得的技能: Model Deployment, Restful API, Application Deployment, Generative AI, Java, Development Environment, Image Analysis, Software Development, Computer Vision
中级 · 课程 · 1-4 周