数据工程课程可以帮助您学习数据建模、ETL(提取、转换、加载)流程和数据仓库技术。您可以掌握数据管道构建、数据库管理以及确保数据质量和完整性方面的技能。许多课程会介绍 Apache Spark、Hadoop 和 SQL 等工具,这些工具支持处理大型数据集和优化数据 Workflow。您还将探索 AWS 和 Azure 等云平台,这些平台可促进可扩展的数据解决方案,并提高您在各种环境中管理数据的能力。

您将获得的技能: Database Design, Apache Spark, SQL, Data Transformation, Performance Tuning, Disaster Recovery, Database Management, PySpark, Query Languages, Infrastructure as Code (IaC), Data Architecture, Cloud Computing Architecture, Data Warehousing, Distributed Computing, Data Pipelines, Performance Analysis, Scalability, Root Cause Analysis, Cost Management, Resource Management
中级 · 专项课程 · 3-6 个月

Coursera
您将获得的技能: Apache Airflow, Docker (Software), Git (Version Control System), Data Pipelines, Containerization, CI/CD, Debugging, Ansible, Continuous Deployment, Database Management, Performance Tuning, Infrastructure as Code (IaC), Continuous Integration, Workflow Management, DevOps, SQL, Automation, Configuration Management, Root Cause Analysis, Python Programming
中级 · 专项课程 · 3-6 个月

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

您将获得的技能: Extract, Transform, Load, SQL, Data Transformation, Data Pipelines, Stored Procedure, Query Languages, Data Manipulation, Performance Tuning, Scripting, Database Management
中级 · 课程 · 1-4 周

您将获得的技能: Google Cloud Platform, Tensorflow, Dataflow, Data Pipelines, Feature Engineering, Data Lakes, Model Deployment, Real Time Data, Apache Kafka, Data Governance, Applied Machine Learning, Data Warehousing, Apache Spark, Dashboard, Data Infrastructure, Data Architecture, Big Data, Data Migration, Serverless Computing, Unstructured Data
中级 · 专项课程 · 3-6 个月

IBM
您将获得的技能: 数据管道, 专业精神, 沟通策略, 专业网络, 数据存储, 数据处理, 数据基础设施, 解决问题, 数据仓库, 语言交流技能, 技术交流, 建立关系, 专业发展
初级 · 课程 · 1-4 周

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

您将获得的技能: Data Processing, Metadata Management, Cloud Storage, Google Cloud Platform, Data Pipelines, Data Migration, Big Data, Data Storage, Extract, Transform, Load, Data Infrastructure, Cloud Services, Data Management, Automation, Data Transformation, Real Time Data, Serverless Computing
初级 · 课程 · 1-3 个月

您将获得的技能: Disaster Recovery, Terraform, Infrastructure as Code (IaC), Business Continuity Planning, Capacity Management, Business Continuity, Data Infrastructure, Data Warehousing, Cost Management, Performance Analysis, Data Architecture, Benchmarking, IT Infrastructure, Cloud Deployment, AWS CloudFormation, Cloud Computing Architecture, Automation
高级设置 · 课程 · 1-4 周

您将获得的技能: Data Quality, Data Management, Quality Assurance, Stored Procedure, Data Cleansing, Data Integrity, Quality Improvement, Quality Assessment, Data Validation, Data Pipelines, Key Performance Indicators (KPIs), SQL, Data Processing, Extract, Transform, Load, Performance Analysis, Anomaly Detection, Continuous Monitoring, Automation, Root Cause Analysis, Trend Analysis
高级设置 · 课程 · 1-4 周

您将获得的技能: AI Workflows, Artificial Neural Networks
中级 · 课程 · 3-6 个月

您将获得的技能: Model Deployment, Google Cloud Platform, Data Lakes, Data Pipelines, Tensorflow, Dataflow, Extract, Transform, Load, Data Architecture, Big Data, Query Languages, Data Warehousing, Apache Spark, Real Time Data, Data Processing, SQL, Data Integration, Unstructured Data, Data Security, Applied Machine Learning, Data Quality
中级 · 专项课程 · 3-6 个月