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。

Google Cloud
您将获得的技能: Google Gemini, Google Cloud Platform, Customer Analysis, Marketing Analytics, Big Data, Generative AI, Customer Insights, Analytics, Predictive Modeling, Data-Driven Decision-Making, Predictive Analytics, Data Analysis, Forecasting
初级 · 课程 · 1-4 周

University of Glasgow
您将获得的技能: Data-Driven Decision-Making, Business Leadership, Leadership Studies, Organizational Leadership, Leadership, Strategic Leadership, Organizational Structure, Leadership and Management, Leadership Development, Agile Product Development, Social Sciences, Ancient History
中级 · 课程 · 1-4 周

您将获得的技能: Predictive Modeling, Data Preprocessing, Data Visualization, Model Evaluation, Machine Learning Methods, Feature Engineering, Game Design, Data Science, Animation and Game Design
中级 · 课程 · 3-6 个月

您将获得的技能: Data Pipelines, Google Cloud Platform, Data Processing, Systems Design, Data Storage, Data Architecture, Data Warehousing, Data Migration, Data Analysis, Data Transformation, Data Management, Data Preprocessing, Automation, Data Security
高级设置 · 课程 · 1-3 个月

您将获得的技能: Microsoft Azure, Cloud Security, Data Governance, Data Management, Data Security, Secure Coding, Cloud Applications, Application Security, Identity and Access Management, Key Management, Multi-Factor Authentication, Encryption, Role-Based Access Control (RBAC)
高级设置 · 课程 · 1-4 周

您将获得的技能: AWS Kinesis, Amazon DynamoDB, Amazon S3, Data Pipelines, AWS SageMaker, Real Time Data, Amazon CloudWatch, AWS Identity and Access Management (IAM), Cloud Storage, Apache Spark, Dashboard, Amazon Web Services, Apache Hive, Interactive Data Visualization, Apache Hadoop, Data Visualization Software, Data Processing, Extract, Transform, Load, Data Storage, Database Management Systems
初级 · 专项课程 · 1-3 个月

Yonsei University
您将获得的技能: 新兴技术, 增强现实, SPSS, Apache Spark, 云计算, 实时数据, 显示设备, 云计算架构, 增强现实与虚拟现实(AR/VR), 大数据, 云服务, 苹果 iOS, 电信, 无线网络, 物联网, Apache Hadoop, 产品规划, 分析, 多媒体, 市场分析
初级 · 专项课程 · 3-6 个月

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

您将获得的技能: SAS (Software), Data Import/Export, Data Manipulation, Predictive Modeling, Statistical Analysis, SQL, Logistic Regression, Regression Analysis, R (Software), Data Analysis, Pandas (Python Package), Excel Macros, Statistical Hypothesis Testing, Software Installation, Data Cleansing, System Configuration
初级 · 课程 · 3-6 个月

您将获得的技能: Data Pipelines, Data Processing, Google Cloud Platform, Data Warehousing, Data Maintenance, Data Storage, Cloud Engineering, Data Analysis, Data Architecture, Data Preprocessing, Automation, Data Security
高级设置 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: 应用编程接口 (API), 健康信息管理, 云计算, 云 API, 健康技术, 医疗保健, 数据存储, Google 云端平台, 基于云的集成, 健康信息学
初级 · 项目 · 不超过 2 小时

您将获得的技能: Anthropic Claude, Business Intelligence, Data Presentation, Data Visualization, Trend Analysis, Sales, Business Analytics, Sales Strategy, Data-Driven Decision-Making, Data Analysis, Business Strategy, Business Analysis, AI Enablement
中级 · 指导项目 · 不超过 2 小时