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Johns Hopkins University
您将获得的技能: 描述性统计, 数据分析, 统计方法, 概率与统计, 数据扫盲, 研究设计, 定量研究, 分析, 数据可视化, 统计
状态：免费试用您将获得的技能: Relational Databases, Database Design, Transact-SQL, Data Visualization, Microsoft SQL Servers, Power BI, Databases, Database Management, Data Visualization Software, SQL, Data Preprocessing, Data Management, Data Integrity, Data Modeling, Data Manipulation, Data Transformation, Data Import/Export
状态：免费试用University of Michigan
您将获得的技能: 数据清理, 公共行政, 数据分析, R 语言程序设计（中文版）, 数据操作, 人口统计, 数据可视化, 公共政策, 调查, 政策分析, 统计编程, 数据转换, Tidyverse（R 软件包）
状态：免费试用您将获得的技能: Computational Thinking, Algorithms, Program Development, Software Development, Software Engineering, Programming Principles, Data Structures, Computer Programming, Javascript, Computer Science, Web Development
状态：免费试用您将获得的技能: Data Structures, Algorithms, Graph Theory, Programming Principles, Theoretical Computer Science, Computer Science, Computer Programming, Python Programming, Pandas (Python Package), Machine Learning Algorithms, Computational Thinking, C++ (Programming Language), Data Architecture, Random Forest Algorithm, Performance Tuning, Object Oriented Programming (OOP), Network Analysis, Program Development, Problem Solving, Debugging
状态：免费试用University of Colorado Boulder
您将获得的技能: Database Management, Acceptance Testing, Web Applications, Microservices, Software Architecture, Software Engineering, Data Infrastructure, System Monitoring, Functional Requirement, Application Deployment, User Acceptance Testing (UAT), Application Development, Distributed Computing, Prototyping, Requirements Elicitation, Test Automation, Agile Product Development, Big Data, Data Analysis
您将获得的技能: MySQL, MySQL Workbench, SQL, Data Cleansing, Query Languages, Data Manipulation, Database Management, Databases, Data Quality
您将获得的技能: Microsoft SQL Servers, Data Security, Microsoft Azure, Cloud Security, Database Management, Data Management, Data Access, Role-Based Access Control (RBAC)
状态：免费试用您将获得的技能: Java, Performance Tuning, Data Structures, Data Import/Export, Machine Learning Methods, Data Processing, Data Mining, Machine Learning, Data Analysis, Application Performance Management, Data Storage, Analysis, Algorithms, Loyalty Programs
状态：免费试用Google Cloud
您将获得的技能: 数据管理, Data Management, 数据库管理员, 数据库, Google 云端平台, 数据导入/导出, 数据存储技术, 数据流, 云 API, 数据库架构与管理
状态：预览您将获得的技能: MySQL, Business Intelligence, Role-Based Access Control (RBAC), SQL, Relational Databases, Data Presentation, Data Visualization Software, Database Management, Databases, Data Access, Query Languages, Data Transformation, Performance Tuning
状态：免费试用您将获得的技能: Model Deployment, Responsible AI, Statistical Modeling, Microsoft Azure, MLOps (Machine Learning Operations), Statistical Methods, Prompt Engineering, Data Science, Cloud Deployment, Retrieval-Augmented Generation, Artificial Intelligence and Machine Learning (AI/ML), Cloud Management, Model Evaluation, Data Management, AI Workflows, Azure Synapse Analytics, Cloud Computing, Data Pipelines, Continuous Monitoring, Machine Learning
总之，以下是 10 最受欢迎的 data lakes 课程
- 数据--它是什么，我们能用它做什么: Johns Hopkins University
- Data Connection and Functionalities in Power BI: Edureka
- 使用 R 进行公共部门数据分析的基础知识: University of Michigan
- Data Structures and Algorithms: Binary Search: Scrimba
- Data Structures and Algorithms: The Complete Masterclass: Packt
- Applications of Software Architecture for Big Data: University of Colorado Boulder
- Clean Data in SQL using MySQL Workbench: Coursera
- Data Management with Azure: Implement Compliance Controls: Coursera
- Optimize Java Data Performance for ML: Coursera
- 云扳手 - 加载数据和执行备份: Google Cloud
