ETL 课程可以帮助您学习有效数据管理所必需的数据提取、Transformer 技术和加载流程。您可以掌握数据清理、管道自动化和优化数据工作流方面的技能。许多课程都会介绍 Apache NiFi、Talend 和 Microsoft SQL Server Integration Services 等工具,展示这些技术如何促进数据在不同系统间的移动和 Transformer。

您将获得的技能: Model Evaluation, Model Deployment, Data Preprocessing, MLOps (Machine Learning Operations), Data Cleansing, Microservices, Data Pipelines, Feature Engineering, Data Quality, Data Validation, Containerization, Application Deployment, Extract, Transform, Load, Data Transformation, System Monitoring, Debugging, Applied Machine Learning, Machine Learning Methods, Performance Tuning, Machine Learning Algorithms
中级 · 专项课程 · 3-6 个月

您将获得的技能: Feature Engineering, Extract, Transform, Load, Data Pipelines, Data Transformation, Model Evaluation, Pandas (Python Package), Data Storytelling, Data Presentation, Data Preprocessing, PySpark, Data Quality, Apache Spark, Data-Driven Decision-Making, A/B Testing, Data Analysis, Data Visualization, Data Governance, Data Cleansing, Exploratory Data Analysis, Machine Learning
中级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Data Preprocessing, Data Wrangling, Data Cleansing, Data Transformation, Data Manipulation, JSON, Pandas (Python Package), Data Quality, Extract, Transform, Load, Data Mapping, Scripting, Data Validation, Data Maintenance, Data Pipelines, Time Series Analysis and Forecasting, Data Integrity, Anomaly Detection, Reconciliation
中级 · 课程 · 1-4 周

您将获得的技能: Azure Synapse Analytics, Microsoft Azure, Data Lakes, Databricks, Data Pipelines, Data Architecture, Apache Spark, Data Storage Technologies, Big Data, Cloud Storage, Data Infrastructure, Data Storage, Data Processing, Microsoft SQL Servers, Data Integration, Event-Driven Programming, Extract, Transform, Load, Operational Databases, Real Time Data, System Monitoring
初级 · 课程 · 1-4 周

您将获得的技能: Data Pipelines, Data Integration, Data Lakes, Apache Airflow, Performance Tuning, Data Security, Data Transformation, Apache Spark, Disaster Recovery, Data Warehousing, Cloud Infrastructure, SQL, Infrastructure as Code (IaC), Database Architecture and Administration, PySpark, Terraform, Extract, Transform, Load, Data Architecture, Cloud Computing, Data Governance
中级 · 专项课程 · 3-6 个月

您将获得的技能: Apache Hadoop, Data Import/Export, Extract, Transform, Load, Big Data, Data Pipelines, Data Processing, Data Migration, SQL, Analytics, Data Manipulation, MySQL, Data Quality, Scalability, Data Security, Scheduling
初级 · 课程 · 1-4 周

您将获得的技能: Data Pipelines, SQL, Apache Airflow, Extract, Transform, Load, JSON, Pandas (Python Package), Data Manipulation, Data Warehousing, Database Design, Star Schema, Data Transformation, Performance Tuning, Real Time Data, Big Data, Data Validation, Performance Analysis, Data Quality, Time Series Analysis and Forecasting
中级 · 课程 · 1-3 个月

您将获得的技能: Business Planning, Market Analysis, Process Design, Cost Management
混合 · 课程 · 1-4 周

Tableau Learning Partner
您将获得的技能: 数据管理, 仪表板, 数据故事, 交互式数据可视化, 空间数据分析, 业务指标, 数据分析, Data Management, 数据扫盲, 数据展示, 数据预处理, 数据伦理, Tableau 软件, 探索性数据分析, 需求征询, 数据仓库, 数据可视化软件, 数据可视化, Data Governance, 业务分析, 摘录
初级 · 专业证书 · 3-6 个月

您将获得的技能: Extract, Transform, Load, Star Schema, Microsoft Power Platform, Data Analysis Expressions (DAX), Data Storytelling, Microsoft Power Automate/Flow, Dashboard, Microsoft Excel, Excel Formulas, Power BI, Data-Driven Decision-Making, Microsoft Copilot, Data Presentation, No-Code Development, Data Transformation, Data Literacy, Data Modeling, Data Visualization, Data Analysis, Business Intelligence
初级 · 专项课程 · 3-6 个月

DeepLearning.AI
您将获得的技能: 计算机视觉, 卷积神经网络, 数据管道, 机器学习, 数据导入/导出, 移动开发, 迁移学习, 联合学习, 数据预处理, 数据处理, 模型部署, MLOps(机器学习运营), iOS 开发, Javascript, 模型评估, 张力流, Model Evaluation, Swift 编程, 安卓开发, 摘录, Transfer Learning, 图像分析
中级 · 专项课程 · 3-6 个月

Google Cloud
您将获得的技能: 可扩展性, 无服务器计算, 数据库管理, 系统监控, 数据质量, 数据仓库, 数据验证, Data Validation, 性能调整, 数据清理
中级 · 课程 · 1-4 周