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: Apache Hadoop, 模型评估, PySpark, 分类算法, 数据转换, 无监督学习, 机器学习, 数据处理, 生成式人工智能, 回归分析, 摘录, 数据管道, 应用机器学习, Apache Spark, 监督学习
中级 · 课程 · 1-4 周

Duke University
您将获得的技能: Python 编程, 模型评估, 探索性数据分析, 模型部署, 云部署, 数据预处理, AWS SageMaker, 数据分析, MLOps(机器学习运营), 机器学习, 无服务器计算, 功能工程, 数据管道, 云平台, Amazon Web Services, Microsoft Azure
高级设置 · 课程 · 1-3 个月

您将获得的技能: Apache Spark, PySpark, Databricks, Data Pipelines, Data Processing, Big Data, Apache, Real Time Data, Python Programming, Model Evaluation, Machine Learning, SQL, Data Transformation, Performance Tuning, Distributed Computing
中级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Extract, Transform, Load, Data Pipelines, Apache Airflow, Spatial Data Analysis, GIS Software, Geospatial Information and Technology, Geographic Information Systems, Data Transformation, PostgreSQL, Event Monitoring, System Monitoring, Continuous Monitoring, Python Programming, Data Validation, Debugging
初级 · 课程 · 1-4 周

您将获得的技能: Power BI, Microsoft Azure, Data Lakes, Data Analysis Expressions (DAX), Azure Synapse Analytics, Data Modeling, Data Governance, Data Warehousing, Microsoft SQL Servers, Data Analysis, Analytics, Extract, Transform, Load, Data Integration, Data Import/Export, Real Time Data, Data Mart, Data Transformation, Data Management, Data Architecture, Data Pipelines
中级 · 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

IBM
您将获得的技能: 关系数据库, 数据库, MySQL, IBM DB2, 数据库设计, 数据完整性, 数据导入/导出, 查询语言, 数据库架构和管理, 数据建模, 数据库管理, PostgreSQL, 数据操作
初级 · 课程 · 1-4 周

KodeKloud
您将获得的技能: Responsible AI, Amazon Bedrock, Prompt Engineering, Generative AI, LLM Application, AI Security, Artificial Intelligence and Machine Learning (AI/ML), Embeddings, AWS SageMaker, Retrieval-Augmented Generation, Amazon Web Services, Large Language Modeling, Artificial Intelligence, Model Evaluation, Data Security, Human Centered Design
初级 · 课程 · 1-3 个月

Fractal Analytics
您将获得的技能: AI Enablement, Business Leadership, Strategic Leadership, Responsible AI, Business Strategy, Generative Adversarial Networks (GANs), Data Strategy, Business Transformation, Strategic Decision-Making, Organizational Effectiveness, Deep Learning, Artificial Intelligence, Organizational Development, Human Centered Design, Data Quality, Design Thinking, Governance, User Centered Design, Ethical Standards And Conduct
中级 · 课程 · 1-3 个月

您将获得的技能: Ansible, Configuration Management, Chef (Configuration Management Tool), Infrastructure as Code (IaC)
初级 · 课程 · 1-4 周

您将获得的技能: Collaborative Software, Git (Version Control System), Version Control, Debugging, Software Development Tools, Problem Management, Configuration Management, Software Technical Review, Conflict Management, Root Cause Analysis, Reconciliation
初级 · 课程 · 1-4 周

Duke University
您将获得的技能: 云原生计算, 云基础设施, 云部署, MLOps(机器学习运营), 分布式计算, 机器学习, Google Cloud 平台, 云存储, 技术交流, 云平台, DevOps, 云应用, 云计算, 技术文档, 应用机器学习, 云 API, CI/CD, 软件工程, 敏捷软件开发, 持续交付
中级 · 专项课程 · 3-6 个月