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。

Duke University
您将获得的技能: MySQL, Bash (Scripting Language), Scripting, Database Management, Relational Databases, Command-Line Interface, SQL, Databases, Data Import/Export, Database Application, Data Pipelines, Data Manipulation, Python Programming, Linux
初级 · 指导项目 · 不超过 2 小时

Koç University
您将获得的技能: Oral Expression, Verbal Communication Skills, Public Speaking, Communication, Personal Development
混合 · 课程 · 1-3 个月
Coursera
您将获得的技能: Extract, Transform, Load, Data Pipelines, Data Warehousing, Data Transformation, Data Integration, Databases, Data Manipulation, Real Time Data, AI Workflows, Database Management, Business Workflow Analysis, Performance Tuning, Process Design, Data Validation, Apache, Scalability, Design
初级 · 课程 · 1-4 周

您将获得的技能: Apache Hadoop, Apache Hive, Extract, Transform, Load, Data Import/Export, Data Pipelines, Big Data, Data Migration, Data Integration, MySQL, Data Processing, SQL, Analytics, Data Manipulation, Database Management, Relational Databases, Data Architecture, Data Quality, Software Installation, Scalability, Performance Tuning
初级 · 专项课程 · 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: Apache Airflow, Data Pipelines, Scalability, Feature Engineering, Extract, Transform, Load, Workflow Management, AI Workflows, Data Integration, Database Design, Data Modeling, Data Architecture, Data Quality, Data Storage
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: Apache Airflow, Data Validation, Image Analysis, Transfer Learning, Data Preprocessing, Data Integrity, Model Evaluation, Debugging, Computer Vision, PyTorch (Machine Learning Library), Data Pipelines, Feature Engineering, MLOps (Machine Learning Operations), Tensorflow, Algorithms, Embeddings, Applied Machine Learning, Performance Tuning, Deep Learning, Digital Signal Processing
高级设置 · 专项课程 · 3-6 个月

您将获得的技能: 机器学习, 生成式人工智能, 大数据, Kubernetes, 数据库, Apache Spark, NoSQL, Apache Hadoop, 模型评估, 机器学习算法, 分布式计算, PySpark, Apache Hive, 监督学习, Model Evaluation, Apache Cassandra, MongoDB, IBM 云计算, 应用机器学习, 摘录, 数据管道
初级 · 专项课程 · 3-6 个月

您将获得的技能: Data Transformation, Operational Databases, Database Management, Azure Synapse Analytics, Database Design, Data Wrangling, Data Architecture, Apache Cassandra, Apache Hive, Amazon Redshift
高级设置 · 课程 · 1-4 周

Pragmatic AI Labs
您将获得的技能: Prompt Engineering, MLOps (Machine Learning Operations), Data Pipelines, Databricks, Generative AI, Data Lakes, Generative AI Agents, Data Governance, Data Architecture, AI Enablement, Data Modeling, Data Management, Data Processing, Data Strategy, Data Quality, Scala Programming, SQL, Python Programming, Data Visualization, Data Literacy
初级 · 专项课程 · 3-6 个月

您将获得的技能: Dashboard, Extract, Transform, Load, Data Storytelling, Data Visualization, Database Design, Presentations, Descriptive Statistics, IBM DB2, Business Intelligence, Data Visualization Software, Tableau Software, Relational Databases, IBM Cognos Analytics, Interactive Data Visualization, Microsoft SQL Servers, Regression Analysis, MySQL, Star Schema, Forecasting, Excel Formulas
初级 · 专业证书 · 3-6 个月

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