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Stanford University
您将获得的技能: 图论, Algorithm, 理论计算机科学, 计算逻辑, 编程原则, 计算机科学, 数据结构, 分析, 社交网络分析, 运筹学, 网络分析, Networking 路由器, 计算思维, 伪代码, 概率, 生物信息学, 网络模型
状态：免费试用Queen Mary University of London
您将获得的技能: 探索性数据分析, 定量研究, 数据分析, 市场调查, 数据预处理, 逻辑回归, 相关性分析, 数字化营销, 回归分析, 统计方法, 数据质量, 概率与统计, 统计分析, 分析, 营销分析, 投资回报
状态：新状态：免费试用您将获得的技能: Extract, Transform, Load, Data Integration, Databases, Data Warehousing, Data Import/Export, Data Migration, Data Manipulation, Data Mapping, Software Installation, Data Transformation, Version Control
状态：免费试用您将获得的技能: Data Storytelling, Data Presentation, Dashboard, Interactive Data Visualization, Data Visualization, Infographics, Data Visualization Software, Business Reporting, Data Ethics, Storytelling, Data-Driven Decision-Making, Generative AI, Responsible AI, Data Analysis, Artificial Intelligence
状态：免费试用您将获得的技能: Data Visualization, Web Scraping, SQL, Data Visualization Software, Pandas (Python Package), NumPy, Data Analysis, Databases, Data Manipulation, Python Programming, Data Processing, Jupyter, Data Wrangling, Data Cleansing, Data Structures
状态：免费试用Corporate Finance Institute
您将获得的技能: Model Evaluation, Feature Engineering, Data Science, Data Analysis, Business Analytics, Predictive Analytics, Data-Driven Decision-Making, Regression Analysis, Data Modeling, Statistical Analysis, Business Intelligence, Data Storytelling, Machine Learning, Exploratory Data Analysis, Data Preprocessing, Classification Algorithms
状态：免费试用Macquarie University
您将获得的技能: Pivot Tables And Charts, Data Visualization, Statistical Inference, Data Visualization Software, Correlation Analysis, Microsoft Excel, Probability & Statistics, Regression Analysis, Statistical Hypothesis Testing, Data Analysis, Excel Formulas, Statistical Analysis, Sampling (Statistics), Trend Analysis, Forecasting, Variance Analysis
状态：新状态：免费试用您将获得的技能: Scientific Visualization, Data Storytelling, Heat Maps, Data Mapping
状态：免费试用Microsoft
您将获得的技能: 数据清理, 数据存储技术, 数据转换, 数据操作, Power BI, 数据分析, Data Validation, 数据存储, 数据整合, 数据质量, 数据完整性, 数据导入/导出, 摘录
状态：新状态：预览Northeastern University
您将获得的技能: Data Governance, Extract, Transform, Load, Data Warehousing, Data Integration, DevOps, Data Pipelines, CI/CD, Data Architecture, Infrastructure as Code (IaC), Data Quality, Amazon Redshift, Cloud Computing, Database Architecture and Administration, Cloud Computing Architecture, Analytics, Data Transformation, Amazon S3, Scalability
状态：免费试用Google Cloud
您将获得的技能: Dataflow, Data Pipelines, Serverless Computing, Identity and Access Management, Data Infrastructure, Cloud Security, Cloud Computing, Data Integrity, Performance Tuning, CI/CD, Data Processing, Debugging, Real Time Data, System Monitoring, Data Storage Technologies, Unit Testing, Containerization, Interoperability, File I/O, Data Transformation
状态：免费试用您将获得的技能: Generative AI, Responsible AI, Financial Data, Complex Problem Solving, Microsoft Copilot, ChatGPT, Data-Driven Decision-Making, Data Analysis, Financial Analysis, Business Ethics, Data Visualization Software
总之，以下是 10 最受欢迎的 data lakes 课程
- Algorithm: Stanford University
- 数据分析与解释: Queen Mary University of London
- Talend Data Integration: Build & Automate Workflows: EDUCBA
- Data Visualization and Reporting with Generative AI: Microsoft
- Applied Data Analytics with Python and SQL: Edureka
- Data Science & Machine Learning Fundamentals: Corporate Finance Institute
- Statistics and Data Analysis with Excel: Intermediate: Macquarie University
- Data Visualization and Storytelling with Python: Packt
- 在 Power BI 中提取、转换和加载数据: Microsoft
- Data Warehousing and Integration Part 2: Northeastern University
