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: Extract, Transform, Load, Data Warehousing, Web Scraping, Database Administration, Data Engineering, Database Design, Relational Databases, Linux Commands, Data Pipelines, SQL, Database Management, Apache Kafka, Apache Airflow, Bash (Scripting Language), Database Architecture and Administration, Shell Script, IBM DB2, Generative AI, Data Import/Export, Data Security
中级 · 专业证书 · 3-6 个月

Coursera
您将获得的技能: Data Quality, Extract, Transform, Load, Anomaly Detection, Data Pipelines, Data Validation, Data Integrity, Dependency Analysis, Data Transformation, Data Processing, Dashboard, SQL
初级 · 课程 · 1-4 周

您将获得的技能: Feature Engineering, Data Pipelines, Apache Airflow, MLOps (Machine Learning Operations), Data Preprocessing, Service Level, Model Evaluation, Real Time Data, Data Store, Data Transformation, Data Validation, Key Performance Indicators (KPIs)
中级 · 课程 · 1-4 周

您将获得的技能: Apache Hadoop, Extract, Transform, Load, Data Import/Export, Data Pipelines, Data Integration, Database Management, Data Architecture, Software Installation, Performance Tuning, Command-Line Interface
初级 · 课程 · 1-4 周

您将获得的技能: Data Flow Diagrams (DFDs), Apache Airflow, Data Pipelines, Data Modeling, Data Integration, Data Architecture, Data Warehousing, Apache Spark, Extract, Transform, Load, Database Development, Data Processing, Data Transformation, Data Quality, Data Validation, Configuration Management, Enterprise Security
初级 · 课程 · 1-3 个月

您将获得的技能: Data Modeling, Data Transformation, Data Engineering, Dashboard, Analytics, Data Warehousing, Data Integration, Extract, Transform, Load, Business Intelligence, Data Infrastructure, Data Analysis, Cloud Computing Architecture, Data Pipelines, Scalability, Cloud Infrastructure, SQL
中级 · 课程 · 3-6 个月

您将获得的技能: Dashboard, Data Warehousing, Data Storytelling, SQL, Data Visualization, Database Design, Data Security, Data Migration, Data Governance, Descriptive Statistics, IBM DB2, Cloud Storage, Extract, Transform, Load, Data Management, Relational Databases, Excel Formulas, Databases, Data Architecture, Exploratory Data Analysis, Business Intelligence
初级 · 专业证书 · 3-6 个月

IBM
您将获得的技能: 机器学习, 生成式人工智能, 情境管理, 人工智能和机器学习(AI/ML), ChatGPT, 及时工程, Prompt Engineering, 数据库设计, 雪花模式, 数据管道, 负责任的人工智能, 星形模式, 实时数据, 数据仓库, 生成模型架构, 数据伦理, 查询语言, 人工智能工作流程, 提示模式, 摘录, 人工智能个性化
中级 · 专项课程 · 1-3 个月

您将获得的技能: Databases, Query Languages, Database Management
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

Amazon Web Services
您将获得的技能: 生成式人工智能, 云计算, Amazon Web Services, 及时工程, 云计算管理, 大型语言建模, 数据管理, Data Management, AWS 身份和访问管理 (IAM), 云计算架构, 专业网络, 亚马逊云观察, 亚马逊 DynamoDB, 软件开发生命周期, 解决问题, 团队合作, CI/CD, Prompt Engineering, 软件架构, AWS CloudFormation, 基础设施即代码(IaC), 摘录
攻读学位
初级 · 专业证书 · 3-6 个月

您将获得的技能: Stakeholder Communications, Dashboard, Data Import/Export, Model Evaluation, Prompt Engineering, Data-Driven Decision-Making, Ad Hoc Reporting, Performance Reporting, Report Writing, Responsible AI, Business Reporting, Generative AI, Extract, Transform, Load, Project Documentation, Data Transformation, Data Presentation, Technical Communication, Data Storytelling, AI Enablement, Risk Management
初级 · 课程 · 1-3 个月