数据挖掘课程可以帮助您学习数据预处理、模式识别和预测建模技术。您可以掌握 Cluster、Classification 和 Anomaly Detection 等技能,从而支持从大型数据集中提取有意义的见解。许多课程都会介绍 Python、R 和 SQL 等工具,以及 RapidMiner 和 Weka 等软件,帮助您在实际数据分析项目中应用这些技能。

您将获得的技能: Performance Tuning, Splunk, Role-Based Access Control (RBAC), Scripting, Servers, Security Controls, Data Pipelines, Application Performance Management, System Monitoring, Data Infrastructure, Windows Servers, Network Troubleshooting, Distributed Computing, Systems Administration, System Configuration, Data Management, Security Information and Event Management (SIEM), Configuration Management, Debugging, Performance Improvement
初级 · 专项课程 · 3-6 个月

Johns Hopkins University
您将获得的技能: R 语言程序设计(中文版), 技术交流, 探索性数据分析, 数据分析, Knitr, 版本控制, 数据共享, Rmarkdown, 统计报告, 统计分析, Data Validation
混合 · 课程 · 1-4 周

Illinois Tech
您将获得的技能: Responsible AI, Health Technology, Health Informatics, Clinical Informatics, Electronic Medical Record, Technology Roadmaps, Patient Flow, Public Health, Innovation, Healthcare Project Management, Systems Integration, Artificial Intelligence, Data Analysis, Data Ethics, Interoperability, Emerging Technologies, Solution Design, Model Evaluation, Application Programming Interface (API), Project Management
混合 · 课程 · 1-4 周

IBM
您将获得的技能: 机器学习算法, 数据预处理, 数据科学, 数据分析, 文本挖掘, Algorithm, 大数据, 降维, 机器学习, 功能工程, Scikit-learn (机器学习库), 无监督学习
中级 · 课程 · 1-3 个月

Microsoft
您将获得的技能: Excel Macros, Prompt Engineering, Microsoft Excel, Data Cleansing, Excel Formulas, Pivot Tables And Charts, Microsoft Copilot, Dashboard, Forecasting, Data Presentation, Data Storytelling, Data Processing, Data Visualization Software, Data Manipulation, Data Visualization, Predictive Modeling, Workflow Management, Data Preprocessing, Data Quality, Statistical Analysis
初级 · 专业证书 · 3-6 个月

Packt
您将获得的技能: Microsoft Excel, Spreadsheet Software, Data Visualization, Data Analysis Software, Productivity Software, Data Security, Data Validation, Data Management, Workflow Management
初级 · 课程 · 1-3 个月

IBM
您将获得的技能: 生成式人工智能, AI 产品战略, 大型语言模型, 原型设计, 数据伦理, 负责任的人工智能, Prompt Engineering, 拥抱的脸, ChatGPT, AI 赋能, 法律风险, 商业道德, 模型部署, 生成模型架构, 业务领导, 提示模式, OpenAI, 战略领导力, 领导与管理, IBM 云
初级 · 专项课程 · 3-6 个月

Vanderbilt University
您将获得的技能: Generative AI Agents, Prompt Engineering, ChatGPT, Prompt Patterns, Generative AI, Agentic systems, Agentic Workflows, LLM Application, Productivity, Email Automation, AI Personalization, Make.com, AI Enablement, AI Workflows, OpenAI, Expense Management, Expense Reports, Large Language Modeling, Artificial Intelligence, Automation
初级 · 专项课程 · 3-6 个月

Vanderbilt University
您将获得的技能: Prompt Engineering, ChatGPT, Generative AI Agents, AI Orchestration, Prompt Patterns, LangChain, OpenAI API, AI Workflows, LLM Application, Productivity, OpenAI, AI Enablement, Agentic systems, Generative AI, Artificial Intelligence, Large Language Modeling, AI Security, Tool Calling, Creativity, Application Development
初级 · 专项课程 · 3-6 个月

IBM
您将获得的技能: 回归分析, 统计假设检验, 机器学习算法, 探索性数据分析, 数据清理, 模型评估, 预测建模, 数据预处理, 数据分析, 降维, 数据访问, 分类算法, 统计推理, 应用机器学习, 功能工程, Scikit-learn (机器学习库), 监督学习, 统计方法, 无监督学习, 机器学习
中级 · 专项课程 · 3-6 个月

PwC
您将获得的技能: Excel 公式, 数据清理, 电子表格软件, 微软Excel, 财务分析, 数据分析, 数据管理, Data Management, 数据分析软件, Data Validation, 统计分析
初级 · 课程 · 1-4 周

Vanderbilt University
您将获得的技能: Prompt Engineering, ChatGPT, Prompt Patterns, Generative AI, Ideation, Verification And Validation, LLM Application, Productivity, OpenAI, AI Personalization, Responsible AI, AI Enablement, Creativity, Large Language Modeling, Artificial Intelligence, Risk Management Framework, Expense Management, Productivity Software, Travel Arrangements, Test Case
初级 · 专项课程 · 1-3 个月