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。

Snowflake
您将获得的技能: Prompt Engineering, Retrieval-Augmented Generation, Generative AI, AI Orchestration, AI Workflows, LLM Application, Data Engineering, Data Manipulation, Model Context Protocol, Snowflake Schema, Artificial Intelligence, Large Language Modeling, Model Deployment, Tool Calling, Data Warehousing, Unstructured Data, Embeddings, Cloud Development, SQL, Agentic systems
初级 · 专业证书 · 1-3 个月

您将获得的技能: Docker (Software), Containerization, Cloud-Native Computing, CI/CD, Development Environment, Kubernetes, Release Management, Devops Tools, Software Versioning, Data Infrastructure, Application Deployment, Scalability
初级 · 课程 · 1-4 周

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

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: 负责任的人工智能, 拥抱的脸, 数据科学, 模型部署, 数据转换, 数据分析, 分析, Databricks, 机器学习, MLOps(机器学习运营), 大型语言建模, 数据处理, 摘录, 数据湖, 生成式人工智能, 数据管道
初级 · 课程 · 1-4 周

Duke University
您将获得的技能: 云基础设施, GitHub, 基础设施即服务(IaaS), 技术交流, 云平台, 云计算, 技术文档, DevOps, 基础设施即代码(IaC), 敏捷软件开发, 无服务器计算, CI/CD, 持续交付, 软件开发, 平台即服务(PaaS)
初级 · 课程 · 1-3 个月

您将获得的技能: Collaborative Software, Large Language Modeling, Data Preprocessing, Data Validation, Data Cleansing, Natural Language Processing, Verification And Validation, Transfer Learning, Data Quality, AI Workflows, Model Deployment
中级 · 课程 · 1-4 周

您将获得的技能: Apache Airflow, MLOps (Machine Learning Operations), Multi-Tenant Cloud Environments, Data Pipelines, Workflow Management, Business Workflow Analysis, Cloud Deployment, Continuous Deployment, CI/CD, Devops Tools, DevOps, Configuration Management, Python Programming, Scalability, Performance Tuning, System Monitoring
中级 · 课程 · 3-6 个月

您将获得的技能: Extract, Transform, Load, Apache Spark, Data Pipelines, PySpark, Apache Hadoop, Data Transformation, MySQL, Data Manipulation, Java Platform Enterprise Edition (J2EE), Data Import/Export, Data Persistence, Development Environment, Software Installation
混合 · 课程 · 1-4 周

您将获得的技能: Databricks, Apache Spark, Microsoft Azure, Data Integration, PySpark, Data Lakes, Jupyter, File Systems, Data Processing, Big Data, Cloud Storage, Cloud Computing Architecture
初级 · 课程 · 1-3 个月

您将获得的技能: Data Analysis Expressions (DAX), Real Time Data, Dataflow, Extract, Transform, Load, Business Intelligence
初级 · 课程 · 1-3 个月