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University of California San Diego
您将获得的技能: 软件设计, 图论, Algorithm, 理论计算机科学, 面向对象编程（OOP）, 计算思维, Java 编程, 应用程序开发, 数据结构, 面向对象设计, Networking 路由器, 可维护性, Java
状态：预览Institut Mines-Télécom
您将获得的技能: Data Governance, Digital Transformation, Data Modeling, Data Management, Data Strategy, General Data Protection Regulation (GDPR), Information Management, Data Literacy, Business Intelligence, Data Quality, Business Analytics, Data-Driven Decision-Making, Information Privacy, Data Analysis, Data Visualization, Big Data, Artificial Intelligence, Business Strategy
状态：免费试用Johns Hopkins University
您将获得的技能: 数据分析, 数学建模, 微积分, 相关性分析, 制图, 几何学, 回归分析, 统计, 代数, R（软件）, 测量系统, 应用数学, 普通数学, 三角法, 分析技能
状态：免费试用您将获得的技能: Business Intelligence, Data Presentation, Data Storytelling, Interactive Data Visualization, Data Visualization Software, Business Analytics, Power BI, Pivot Tables And Charts, Dashboard, Key Performance Indicators (KPIs), Performance Reporting, Data Analysis, Scatter Plots, Business Reporting, Trend Analysis, Time Series Analysis and Forecasting
状态：预览Illinois Tech
您将获得的技能: Database Management Systems, Database Design, Database Architecture and Administration, Database Application, Relational Databases, SQL, Data Modeling, Query Languages, Data Integrity, Data Manipulation, Data Security
状态：预览您将获得的技能: Extract, Transform, Load, Data Integration, SQL Server Integration Services (SSIS), Data Cleansing, Data Pipelines, Data Quality, Data Migration, Database Management, Data Transformation, File Management, Data Manipulation, Data Processing, Metadata Management, JSON, Extensible Markup Language (XML), Debugging
状态：免费试用您将获得的技能: Matplotlib, Statistical Hypothesis Testing, Data Analysis, Statistical Analysis, Data Import/Export, Data Cleansing, Probability & Statistics, Data Manipulation, Descriptive Statistics, Pandas (Python Package), Exploratory Data Analysis, Correlation Analysis, Python Programming, Programming Principles, Computer Programming, Computational Logic
状态：免费试用University of Michigan
您将获得的技能: Data Literacy, Statistical Hypothesis Testing, Scientific Methods, Data Analysis, Experimentation, Research Design, Research, Peer Review, Probability & Statistics, Statistical Inference, Statistical Methods, Media and Communications
状态：免费试用University of California, Santa Cruz
您将获得的技能: 数据分析, 概率分布, 贝叶斯统计, 统计可视化, 统计方法, 统计, 回归分析, 统计推理, R（软件）, 微软Excel, 统计建模, 预测建模, R 语言程序设计（中文版）, 数据可视化, 分析技能, 概率与统计, 概率, 数据建模
Google Cloud
您将获得的技能: Big Data, Analytics, Query Languages, Google Cloud Platform, Data Processing, Data Analysis, Data Integration, Time Series Analysis and Forecasting
状态：免费试用您将获得的技能: Dashboard, Data Storytelling, Tableau Software, Peer Review, Data Visualization Software, Presentations, Data Visualization, Interactive Data Visualization, Data Cleansing, Business Intelligence, Real Time Data, Data Manipulation, Transact-SQL, Data Quality, Data Transformation, Data Preprocessing, Data Validation, Data Sharing, Data Integration, Data Analysis
Microsoft
总之，以下是 10 最受欢迎的 data lakes 课程
- Java 高级数据结构: University of California San Diego
- Data intelligence for businesses and managers: Institut Mines-Télécom
- 通过数据和建模进行微积分预习: Johns Hopkins University
- Power BI: Data Visualization and Analysis: Whizlabs
- Data Modeling and Applications: Illinois Tech
- Data Integration and ETL with Talend: Edureka
- Data Analysis in Python: Codio
- How Science Turns Data Into Knowledge: University of Michigan
- 贝叶斯统计：从概念到数据分析: University of California, Santa Cruz
- Weather Data in BigQuery: Google Cloud
