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: Stakeholder Engagement, Business Metrics, Web Analytics, Business Analytics, Analytics, Key Performance Indicators (KPIs), Data Storytelling, Performance Analysis, Presentations, Stakeholder Communications, Marketing Analytics, Strategic Communication, Marketing Effectiveness
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: Marketing Automation, Email Automation, Scheduling, Management Reporting, Performance Reporting, Automation, Stakeholder Communications, Report Writing, Scalability, Continuous Improvement Process
初级 · 课程 · 1-4 周

NVIDIA
您将获得的技能: 云基础设施, 数据基础设施, MLOps(机器学习 Operator), 机器学习, AI 协调, 计算机结构, Devops 工具, 人工智能和机器学习(AI/ML), 人工智能, 生成式人工智能, 基础设施架构, 深度学习, 信息技术业务, 数据中心, 云计算, 大型语言模型, 信息技术基础设施, 硬件架构, 网络基础设施, 模型部署
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: Deepseek, LangChain, Generative AI, LLM Application, Tool Calling, AI Workflows, AI Orchestration, Prompt Engineering, Automation, Data Integration, Cross Platform Development, Systems Integration
中级 · 课程 · 1-4 周
University of Michigan
您将获得的技能: Python 程序设计, Matplotlib, 数据分析, 运动医学, 数据预处理, 数据处理, 数据清理, 预防伤害, Scikit-learn (机器学习库), 预测, 分析, 运动训练, 预测建模, 统计建模, 相关性分析, 应用机器学习, 统计分析, 监督学习, 逻辑回归, 回归分析
中级 · 专项课程 · 3-6 个月

Coursera
您将获得的技能: Responsible AI, Threat Modeling, MLOps (Machine Learning Operations), Security Testing, Secure Coding, Cost Management, Data Ethics, Data Governance, Experimentation, Prompt Engineering, Application Security, CI/CD, Automation, Financial Forecasting, Compliance Management, Governance, Technical Documentation, Vulnerability Assessments, Risk Management, Stakeholder Communications
中级 · 专项课程 · 3-6 个月

University of Colorado Boulder
您将获得的技能: SQL, 数据库理论, 数据操作, 数据访问, 数据分析, 数据库系统, 数据库管理, 数据建模, 数据库应用, 数据库设计, 数据库管理员, 数据完整性, Query 语言, 数据科学, 关系数据库
攻读学位
初级 · 课程 · 1-3 个月

Universidad Austral
您将获得的技能: Excel Macros, Microsoft Excel, Excel Formulas, Data Validation, Data Import/Export, Process Optimization, Business Analysis, Microsoft Access, Data Analysis Software, Business Modeling
中级 · 课程 · 1-3 个月

您将获得的技能: Anomaly Detection, MLOps (Machine Learning Operations), Event Monitoring, Continuous Monitoring, System Monitoring, Unsupervised Learning, Threat Detection, Statistical Analysis, Exploratory Data Analysis, Trend Analysis, Real Time Data, Statistical Methods, Performance Tuning, Time Series Analysis and Forecasting
中级 · 课程 · 1-4 周

Fundação Instituto de Administração
您将获得的技能: Big Data, Data Mining, Data-Driven Decision-Making, Data Modeling, Analytics, Data Science, Data Analysis, Business Analytics, Data Processing, Predictive Analytics, Databases, Machine Learning Methods
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: Marketing Analytics, Business Intelligence, Predictive Modeling, Business Analytics, Google Analytics, Customer Analysis, Analytics, Model Evaluation, Predictive Analytics, Advanced Analytics, Customer Insights, Trend Analysis, Artificial Intelligence, Performance Metric, Natural Language Processing
初级 · 课程 · 1-4 周

您将获得的技能: Prompt Engineering, Prompt Patterns, MLOps (Machine Learning Operations), Technical Documentation, Performance Tuning, Large Language Modeling, Technical Writing, Configuration Management, Performance Testing, Data Maintenance, Benchmarking, Requirements Analysis
中级 · 课程 · 1-4 周