Data Lake 课程
Data Lake 课程可以帮助您学习数据摄取、存储管理、数据处理和解析技术。您可以掌握数据治理、模式设计和优化查询性能方面的技能。许多课程会介绍 Apache Hadoop、Amazon S3 和 Apache Spark 等工具，演示这些技术如何支持高效的数据处理和分析。您还将探索数据架构、ETL 流程和数据安全等关键主题，掌握有效管理大型数据集的实用知识。
热门 Data Lake 课程和认证
状态：免费试用Microsoft
您将获得的技能: 数据管理, Data Management, 应用安全, 系统配置, 基于角色的访问控制（RBAC）, 计算机硬件, 数据存储, 硬件架构, Encryption, 数据安全, 信息技术业务, 灾难恢复, 信息系统安全, 软件安装, 防火墙, 身份和访问管理, Microsoft Windows, 网络安全
状态：免费Amazon Web Services
您将获得的技能: Amazon S3, Cloud Storage, Amazon Web Services, Data Storage Technologies, Data Storage, Disaster Recovery, Data Security
状态：免费试用您将获得的技能: Apache Kafka, Apache Spark, Scala Programming, Real Time Data, Apache Hadoop, Data Pipelines, Apache Cassandra, Applied Machine Learning, Big Data, Data Processing, Application Deployment, Distributed Computing, Development Environment
状态：预览28DIGITAL
您将获得的技能: 法律, Data Governance, 数据完整性, 大数据, 密码学, 数据伦理, 个人身份信息, 数据安全, 脆弱性评估, 一般数据保护条例》（GDPR）, 信息隐私
Google Cloud
您将获得的技能: Data Import/Export, Health Informatics, Cloud API, Google Cloud Platform, Health Information Management, Data Store, Medical Records, Clinical Data Management, Cloud Management, Medical Imaging, Cloud Computing, Application Programming Interface (API), Data Modeling
您将获得的技能: Azure Synapse Analytics, Data Migration, Microsoft Azure, Data Warehousing, SQL Server Integration Services (SSIS), Microsoft SQL Servers, Cloud Security, Performance Tuning, System Configuration, Cloud Storage, Cloud Computing Architecture, Data Security, Apache Spark, Data Integration
Google Cloud
您将获得的技能: Data Wrangling, Data Transformation, Data Pipelines, Extract, Transform, Load, Cloud Engineering, Google Cloud Platform, Data Integration, Cloud Development, Cloud-Based Integration, Data Analysis, Database Administration, Data Management
状态：预览The Hong Kong University of Science and Technology
您将获得的技能: 数据分析, 文化多样性, 社会经济学, 定量研究, 社会学, 大数据, 世界历史, 分析, 经济学, 社会科学, 人类学, 人口统计
状态：预览28DIGITAL
您将获得的技能: 数据管理, Data Management, 安全需求分析, 大数据, 数据访问, 数据安全, 脆弱性评估, 信息系统安全, 安全管理, 密码学, 信息管理
状态：新状态：预览Northeastern University
您将获得的技能: Database Design, Database Theory, Database Management, Relational Databases, Databases, Database Architecture and Administration, Database Management Systems, SQL, NoSQL, Data Modeling, Unified Modeling Language, Query Languages, Data Integrity, Data Manipulation, Performance Tuning
状态：新状态：免费试用您将获得的技能: Predictive Modeling, Matplotlib, Applied Machine Learning, Seaborn, Data Visualization, Regression Analysis, Pandas (Python Package), Statistical Machine Learning, Statistical Analysis, Machine Learning, Supervised Learning, Data Science, Scikit Learn (Machine Learning Library), Probability & Statistics, Python Programming, Unsupervised Learning, Data Analysis, Decision Tree Learning, NumPy, Data Manipulation
状态：预览Fred Hutchinson Cancer Center
您将获得的技能: Grant Writing, Data Sharing, Grant Applications, Data Storage, Data Management, Health Policy, Technical Writing, Health Care Procedure and Regulation
总之，以下是 10 最受欢迎的 data lakes 课程
- 软件、硬件和数据备份的基本方面: Microsoft
- AWS Storage Data Protection Services Getting Started: Amazon Web Services
- Streaming Big Data with Spark Streaming, Scala, and Spark 3!: Packt
- 大数据的安全与隐私 - 第 2 部分: 28DIGITAL
- Ingesting DICOM Data with the Healthcare API: Google Cloud
- Azure SQL Data Warehouse Synapse Analytics Service: Packt
- Building Batch Pipelines in Cloud Data Fusion: Google Cloud
- 了解中国，1700-2000：数据分析方法，第二部分: The Hong Kong University of Science and Technology
- 大数据的安全与隐私 - 第 1 部分: 28DIGITAL
- Data Management and Database Design Part 1: Northeastern University
