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。

Simplilearn
您将获得的技能: Exploratory Data Analysis, Generative AI, Analytics, Data Analysis, Extract, Transform, Load, Data Integration, Interactive Data Visualization, Data Visualization, Real Time Data, Predictive Analytics, Data-Driven Decision-Making, Data Storytelling, Predictive Modeling, Forecasting, Data Transformation, Descriptive Analytics, Data Modeling, Data Quality, Risk Analysis, Model Evaluation
初级 · 课程 · 1-4 周

Universidad Nacional Autónoma de México
您将获得的技能: Extract, Transform, Load, Exploratory Data Analysis, Pandas (Python Package), NumPy, Package and Software Management, Time Series Analysis and Forecasting, Data Visualization Software, Data Science, Jupyter, Python Programming, Data Analysis, Graphing, Matplotlib, Data Import/Export, Data Manipulation, Ubuntu, Software Installation, Computational Thinking, Program Development, Mac OS
初级 · 专项课程 · 3-6 个月

Google Cloud
您将获得的技能: Data Transformation, Dataflow, Data Pipelines, Extract, Transform, Load, Data Warehousing, Data Quality, Data Processing, Apache Airflow, Apache Spark, Google Cloud Platform, Data Lakes, Workflow Management, PySpark, Serverless Computing
中级 · 课程 · 1-3 个月

您将获得的技能: PySpark, Apache Spark, Model Evaluation, MySQL, Data Pipelines, Scala Programming, Extract, Transform, Load, Logistic Regression, Customer Analysis, Apache Hadoop, Predictive Modeling, Applied Machine Learning, Data Processing, Data Persistence, Advanced Analytics, Big Data, Apache Maven, Unsupervised Learning, Apache, Python Programming
初级 · 专项课程 · 1-3 个月

Talend
您将获得的技能: 数据转换, Data Validation, 数据迁移, 数据管道, 数据流, 数据整合, 情境管理, 版本控制, 元数据管理, 摘录, 数据操作, 数据库管理系统, 数据访问
中级 · 课程 · 1-4 周

LearnQuest
您将获得的技能: 商业智能, 数据管道, 数据转换, Apache Spark, 数据库, 数据处理, 大数据, 数据存储, 数据整合, 微软 Azure, 实时数据, 数据分析, 制定计划, 摘录, 分析, 数据仓库
中级 · 课程 · 1-3 个月

Microsoft
您将获得的技能: Extract, Transform, Load, Data Cleansing, Power BI, Data Transformation, Data Manipulation, Data Management, Data Quality, Data Preprocessing, Data Validation, Data Integration, Data Modeling, Data Import/Export, Data Storage
初级 · 课程 · 1-4 周

您将获得的技能: Model Deployment, Dataflow, Real Time Data, Data Pipelines, Google Cloud Platform, Data Warehousing, Extract, Transform, Load, Tensorflow, Data Preprocessing, Data Transformation, Apache Airflow, Big Data, Feature Engineering, Workflow Management, Dashboard, Apache Spark, Data Processing, Data Lakes, PySpark, Unstructured Data
中级 · 专项课程 · 3-6 个月

Pearson
您将获得的技能: Splunk, Dashboard, Ad Hoc Reporting, Data Visualization Software, Event Monitoring, Security Information and Event Management (SIEM), Statistical Analysis, Software Installation, Analytics, Data Analysis, Anomaly Detection, Big Data, Query Languages
初级 · 课程 · 1-4 周

您将获得的技能: Extract, Transform, Load, Data Integration, Databases, Data Warehousing, Data Import/Export, Data Migration, Data Manipulation, Data Mapping, Software Installation, Data Transformation, Version Control
混合 · 课程 · 1-4 周

University of California, Davis
您将获得的技能: Data Dictionary, 欺诈检测, 临床数据管理, 数据综合, 健康信息学, 数据整合, 数据转换, 风险分析, 预测建模, 数据分析, 分析, 摘录, 数据质量, 质量评估
中级 · 课程 · 1-4 周

您将获得的技能: Exploratory Data Analysis, Predictive Modeling, Decision Tree Learning, Data Analysis, Regression Analysis, Classification Algorithms, Supervised Learning, Machine Learning Algorithms, Model Evaluation, Scikit Learn (Machine Learning Library), Data Preprocessing, Statistical Machine Learning, Feature Engineering
中级 · 课程 · 1-3 个月