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：免费试用您将获得的技能: Docker (Software), Web Applications, Containerization, Virtual Networking, CI/CD, YAML, Service Management, Capacity Management, Command-Line Interface
状态：免费试用您将获得的技能: Software Design Patterns, Computational Thinking, Software Design, Algorithms, Program Development, Software Development, Data Structures, Problem Solving, Computer Science, Machine Learning Methods
状态：免费试用Rice University
您将获得的技能: 概率与统计, 统计分析, 描述性统计, 概率分布, 微软Excel, 数据分析, 商业分析, 箱形图, 抽样（统计）, 相关性分析, 统计
状态：免费试用University of Colorado System
您将获得的技能: C（编程语言）, 数据存储, 编程原则, 计算思维, 微软 Visual Studio, 计算机编程, 数据收集, Algorithm, 计划发展
状态：免费试用University of Colorado System
您将获得的技能: SQL, 数据可视化软件, 数据建模, 案例研究, 星形模式, Data Mart, 数据整合, 微策略, 仪表板, 数据架构, 商业智能, 数据仓库, PostgreSQL, 摘录, 数据转换
状态：新状态：免费试用您将获得的技能: Data Processing, Data-Driven Decision-Making, NumPy
状态：免费Princeton University
您将获得的技能: 数据结构, 线性代数, 图论, 理论计算机科学, 计算思维, 运筹学, Algorithm, Networking 路由器, Java 编程, 计算机编程
状态：预览您将获得的技能: Time Series Analysis and Forecasting, Exploratory Data Analysis, Model Evaluation, Feature Engineering, Data Preprocessing, Statistical Analysis, Forecasting, Regression Analysis, Python Programming, Data Analysis, Predictive Modeling, Data Science, Matplotlib, Pandas (Python Package), Scikit Learn (Machine Learning Library), Machine Learning Algorithms
您将获得的技能: Python 程序设计, 探索性数据分析, 销售策略, 数据分析, ChatGPT, 电子商务, 生成式人工智能, Prompt Engineering, OpenAI 应用程序接口, 趋势分析, 产品知识, 数据驱动的决策制定, OpenAI
状态：预览Knowledge Accelerators
您将获得的技能: Prompt Engineering, Microsoft Copilot, Dashboard, Excel Macros, Microsoft 365, Data Presentation, Pivot Tables And Charts, Spreadsheet Software, Productivity, Productivity Software, Data Analysis, Workflow Management, Generative AI Agents, Automation, Artificial Intelligence, Customer Data Management, Business Consulting, Generative AI, Data Management, Leadership Development
状态：新状态：免费试用您将获得的技能: Serverless Computing, Containerization, Amazon Web Services, Data Migration, Amazon DynamoDB, Docker (Software), Database Systems, Databases, Cloud Engineering, Kubernetes, AWS Identity and Access Management (IAM), Data Infrastructure, Operational Databases, Amazon Elastic Compute Cloud, Database Management, Performance Tuning, Amazon S3, Cloud Deployment, Cloud Security, Scalability
状态：新状态：免费试用您将获得的技能: User Research, UI/UX Research, Prototyping, Design Research, User Experience, User Experience Design, User Interface and User Experience (UI/UX) Design, Persona (User Experience), Artificial Intelligence, Experience Design, User Centered Design, Prompt Patterns, User Interface (UI), Design, Design Thinking, User Interface (UI) Design, Wireframing, Presentations, Responsible AI, Professional Development
总之，以下是 10 最受欢迎的 data lakes 课程
- Advanced Docker - Data Persistence and Orchestration: Packt
- Data Structures and Algorithms: Merge Sort: Scrimba
- 基本数据描述符、统计分布及商业决策应用: Rice University
- 算法、数据收集和开始编码: University of Colorado System
- 设计和构建数据仓库以实施商业智能: University of Colorado System
- Seaborn Setup: Tools, Data Prep & EDA for Visualization: EDUCBA
- 算法，第二部分: Princeton University
- Regression & Forecasting for Data Scientists using Python: EDUCBA
- 使用 OpenAI API 进行数据分析：使用 GenAI 节省时间: Coursera
- Microsoft Copilot in Excel: Smarter Data Analysis Made Easy: Knowledge Accelerators
