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。

Duke University
您将获得的技能: Linux 命令, Python 编程, Amazon Web Services, 拉斯特(编程语言), 应用程序部署, 命令行界面, 无服务器计算, 系统编程, 调试, 性能调整, 软件测试, 可维护性, 软件开发工具, 计划发展
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Data Lakes, Google Cloud Platform, Data Warehousing, Data Governance, Data Infrastructure, Data Management, Advanced Analytics, Data Architecture, Cloud Storage, Data Storage, Big Data, Applied Machine Learning, Data Security, Data Processing
中级 · 课程 · 1-3 个月

您将获得的技能: Feature Engineering, Applied Machine Learning, Machine Learning, Data Preprocessing, Python Programming, Predictive Modeling, Development Environment, Data Manipulation, Exploratory Data Analysis
中级 · 课程 · 1-4 周

您将获得的技能: Apache Kafka, Apache Spark, Data Pipelines, Distributed Computing, Real Time Data, Data Integration, Apache Hadoop, Security Controls, Configuration Management, Data Processing, Performance Tuning, Encryption, Authorization (Computing), Authentications
中级 · 课程 · 1-4 周

您将获得的技能: Internet Of Things, Natural Language Processing, Telecommunications, Artificial Intelligence and Machine Learning (AI/ML), Automation, Network Performance Management, Network Monitoring, Data Pipelines, Generative AI Agents, Generative AI, Wireless Networks, Artificial Intelligence, Emerging Technologies, Network Architecture, Digital Communications, Computer Networking, Network Protocols, Responsible AI, Communication, System Design and Implementation
初级 · 课程 · 1-4 周

您将获得的技能: Azure Synapse Analytics, Performance Tuning, System Monitoring, Data Lakes, Transact-SQL, Data Analysis Expressions (DAX), Star Schema, Microsoft Azure, Real Time Data, Power BI, Data Warehousing, Analytics, Apache Spark, Data Modeling, SQL Server Integration Services (SSIS), PySpark, Data Pipelines, Data Transformation, Debugging
中级 · 课程 · 1-4 周

您将获得的技能: Microsoft Azure, Unsupervised Learning, Applied Machine Learning, Predictive Analytics, Model Deployment, Data Transformation, Model Evaluation, Exploratory Data Analysis, Data Processing, Machine Learning Algorithms, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Cloud Computing, User Accounts
中级 · 指导项目 · 不超过 2 小时

Edureka
您将获得的技能: Data Management, Data Store, Middleware, Database Management
初级 · 课程 · 1-4 周

您将获得的技能: Apache Kafka, Real Time Data, Data Pipelines, Apache Spark, Scala Programming, Development Environment, Data Processing, Live Streaming, Data Transformation
初级 · 课程 · 1-4 周

您将获得的技能: Apache Kafka, Apache Hadoop, JSON
初级 · 课程 · 1-4 周
您将获得的技能: Apache Kafka, Data Loss Prevention, Performance Tuning, System Monitoring, Prometheus (Software), Scalability, Real Time Data, Grafana, Process Optimization, Distributed Computing, System Configuration, Command-Line Interface, Content Strategy
中级 · 课程 · 1-4 周

您将获得的技能: Snowflake Schema, Model Deployment, Data Pipelines, Pandas (Python Package), Data Import/Export, Data Transformation, Large Language Modeling, Data Processing, Containerization, Python Programming, MLOps (Machine Learning Operations), Application Deployment, Application Development, Data Science, Cloud Computing, SQL, Data Analysis, Machine Learning
中级 · 课程 · 1-3 个月