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Tsinghua University
您将获得的技能: Data Structures, Algorithms, Graph Theory, Computational Thinking, Programming Principles, Database Design, Pseudocode, Query Languages, Computer Programming, Theoretical Computer Science, Computer Science, Data Storage
状态：新状态：预览O.P. Jindal Global University
您将获得的技能: Sampling (Statistics), Statistical Analysis, Probability Distribution, Statistical Hypothesis Testing, Descriptive Statistics, Statistical Methods, Correlation Analysis, Regression Analysis, R (Software), R Programming, Statistical Modeling, Statistical Inference, Probability, Big Data, Decision Tree Learning
状态：免费试用University of California, Davis
您将获得的技能: 探索性数据分析, 数据操作, 描述性统计, 数据叙事, 统计分析, 提案制定, 同行评审, 性能指标, 数据科学, 数据建模, 商业分析, SQL, 目标受众, 演讲, 数据分析, 文本挖掘
状态：免费试用您将获得的技能: Regression Analysis, Logistic Regression, Statistical Hypothesis Testing, Data Analysis, Advanced Analytics, Statistical Analysis, Correlation Analysis, Analytical Skills, Business Analytics, Statistical Modeling, Model Evaluation, Variance Analysis, Predictive Modeling, Machine Learning, Python Programming
状态：免费试用您将获得的技能: 统计编程, 关系数据库, 数据操作, 数据库, 数据库管理, 数据建模, 数据科学, SQL, R 语言程序设计（中文版）, Query 语言, 数据分析软件, 数据库设计, 数据分析
状态：新状态：免费试用University of Pittsburgh
您将获得的技能: Data Storytelling, Data Presentation, Plot (Graphics), Data Visualization, Matplotlib, Interactive Data Visualization, Data Visualization Software, Seaborn, Data Analysis, Graphic and Visual Design, Python Programming, Jupyter, Pandas (Python Package), Data Manipulation, NumPy
状态：新状态：免费试用您将获得的技能: Performance Tuning
状态：免费试用Arizona State University
您将获得的技能: Data Transformation, Engineering Management, Data-Driven Decision-Making, Data Storytelling, Data Integration, Capacity Management, Data Analysis, Unstructured Data, Data Management, Business Intelligence, Data Governance, Management Reporting
状态：预览Eindhoven University of Technology
您将获得的技能: 数据处理, 验证和确认, 模型评估, 业务流程建模, 实时数据, 数据驱动的决策制定, 性能分析, 运行分析, 业务流程管理, 数据科学, 业务过程, 工艺优化, 数据挖掘, 过程分析, 流程改进
状态：新状态：免费试用University of Pittsburgh
您将获得的技能: Data Storytelling, Interactive Data Visualization, Data Visualization Software, Data Presentation, Data Visualization, Tableau Software, Matplotlib, Geospatial Information and Technology, Spatial Analysis, Geospatial Mapping, Visualization (Computer Graphics), Seaborn, Infographics, Heat Maps, Data Ethics, Text Mining, Data Mapping, Network Analysis
状态：免费试用University of Maryland, College Park
您将获得的技能: 数据管理, 数据收集, Data Validation, 数据质量, 研究设计, 大数据, 创建调查, 抽样（统计）, 数据分析, 统计方法
状态：免费试用Cloudera
您将获得的技能: Apache Hadoop, 数据管理, 数据库, 关系数据库, 数据库管理, MySQL, 数据存储, 大数据, 数据仓库, 数据库系统, 云存储, Apache Hive, 亚马逊 S3, SQL, NoSQL, 性能调整, 数据库设计, 数据分析, Operator 数据库, 亚马逊网络服务
总之，以下是 10 最受欢迎的 data lakes 课程
- Data Structures and Algorithms: Tsinghua University
- Statistical Methods and Data Analysis : O.P. Jindal Global University
- 数据科学顶点项目 SQL: University of California, Davis
- Regression Analysis: Simplify Complex Data Relationships: Google
- 使用 R 的数据科学 SQL: IBM
- Data Visualization Fundamentals in Python: University of Pittsburgh
- Master SQL for Data Analysis: Packt
- Value Creation with Dark Data: Arizona State University
- 流程挖掘：数据科学在行动: Eindhoven University of Technology
- Interactive, Geospatial & Narrative Data Visualization: University of Pittsburgh
