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: Cloud Storage, Google Cloud Platform, Cloud Management, Data Lakes, Data Import/Export, Data Storage, Big Data, Data Migration
初级 · 项目 · 不超过 2 小时

Google Cloud
您将获得的技能: Google App Engine, Application Deployment, Google Cloud Platform, Go (Programming Language), Cloud Applications, Cloud Development, Software Testing, Data Access, Big Data, Database Application
初级 · 项目 · 不超过 2 小时

Google Cloud
您将获得的技能: Data Access, Machine Learning, Google Cloud Platform, Data Transformation, Data Infrastructure, SQL, Applied Machine Learning, Big Data, Dashboard, Database Management, Data Cleansing, Artificial Intelligence and Machine Learning (AI/ML), Data Preprocessing, Data Warehousing, Cloud Infrastructure, Data Analysis, Data Visualization Software, Data Architecture, Data Integration, Query Languages
初级 · 专项课程 · 3-6 个月

您将获得的技能: Workforce Planning, Job Analysis, Human Resource Strategy, Human Resources, Workforce Management, Google Sheets, Consolidation, Talent Acquisition, Compensation Analysis, Recruitment, Analysis
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Google Cloud Platform, Data Sharing, Big Data, Data Access, Cloud Computing, Cloud Security, Data Integration, Data Management, Data Visualization
初级 · 项目 · 不超过 2 小时

您将获得的技能: Kubernetes, Google Cloud Platform, Containerization, Time Series Analysis and Forecasting, Cloud Platforms, Data Store
中级 · 项目 · 不超过 2 小时

您将获得的技能: Data Pipelines, Dataflow, Apache Spark, Real Time Data, Data Processing, Jupyter, Performance Tuning, Business Logic
高级设置 · 课程 · 1-3 个月

University of Illinois Urbana-Champaign
您将获得的技能: 机器学习, 机器学习算法, 云计算, 图论, 数据处理, 实时数据, NoSQL, 大数据, Apache Kafka, Apache Hadoop, 数据存储, 深度学习, Apache Mahout, Apache Spark, 可扩展性, 分析, 分布式计算, 数据库
混合 · 课程 · 1-3 个月

您将获得的技能: Data Processing, Data Pipelines, Data Infrastructure, Google Cloud Platform, Data Warehousing, MLOps (Machine Learning Operations), Data Visualization, Model Deployment, Data Quality, Cloud Engineering, Scalability, Data Storage, Cloud Security, Machine Learning, SQL
高级设置 · 课程 · 1-3 个月

University of Colorado System
您将获得的技能: Data Governance, AI Enablement, Health Informatics, Machine Learning Algorithms, Analytics, Advanced Analytics, Data-Driven Decision-Making, Artificial Intelligence, Health Information Management, Decision Support Systems, Business Analytics, Predictive Analytics, Machine Learning, Data Integration, Real Time Data, Artificial Neural Networks
初级 · 课程 · 1-4 周

您将获得的技能: Object Oriented Programming (OOP), Java, Algorithms, Application Programming Interface (API), Data Structures
中级 · 指导项目 · 不超过 2 小时

Google Cloud
您将获得的技能: Google Gemini, Marketing Analytics, Generative AI, Customer Analysis, Customer Insights, Big Data, Forecasting, Predictive Analytics, Data Analysis, Artificial Intelligence and Machine Learning (AI/ML)
初级 · 课程 · 1-4 周