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
Google Cloud
您将获得的技能: 交互式数据可视化, 探索性数据分析, 仪表板, Google Analytics（分析）, 数据分析, 数据可视化软件, 数据整合
您将获得的技能: Time Series Analysis and Forecasting, Data Visualization, Data Visualization Software, Statistical Visualization, Data Preprocessing, Box Plots, Anomaly Detection, Heat Maps, Plotly, Exploratory Data Analysis, Python Programming
状态：免费试用您将获得的技能: Data Structures, Algorithms, Computer Programming, Computational Thinking, Theoretical Computer Science, Performance Tuning
状态：新状态：免费试用Fractal Analytics
您将获得的技能: Vector Databases, Responsible AI, Data Strategy, Data Ethics, Data Management, Data Architecture, Data Security, Generative AI, AI Security, Generative AI Agents, Data Governance, Retrieval-Augmented Generation, Interoperability, Data Store, AI Workflows, Enterprise Architecture, AI Enablement, Metadata Management, Data Pipelines, Artificial Intelligence and Machine Learning (AI/ML)
状态：新状态：免费试用您将获得的技能: Microsoft Excel, Dashboard, Data Visualization, Spreadsheet Software, Data Presentation, Excel Formulas, Stakeholder Communications, Project Coordination, Project Management, Technical Communication, Operational Efficiency, Project Planning, Prioritization, Data-Driven Decision-Making, Scheduling, Performance Analysis, Automation
状态：免费试用University of Michigan
您将获得的技能: Python 程序设计, 应用编程接口 (API), 数据收集, JSON, 数据操作, 数据转换, 数据处理, 数据结构, 数据持久性, 网页抓取, 还原式 API
状态：免费试用University of London
您将获得的技能: Correlation Analysis, Predictive Modeling, Data Collection, Regression Analysis, Data Science, Applied Machine Learning, Forecasting, Data Analysis, Statistical Modeling, Time Series Analysis and Forecasting, Data-Driven Decision-Making, Exploratory Data Analysis, Feature Engineering, Model Evaluation
状态：免费试用University of Michigan
您将获得的技能: Histogram, Generative AI, Model Evaluation, Data Literacy, Data Visualization, Data Presentation, Statistical Hypothesis Testing, Scientific Methods, Descriptive Statistics, Data Storytelling, Statistics, Data Analysis, Data Ethics, Experimentation, Data Science, Data-Driven Decision-Making, Research Design, Statistical Visualization, AI Enablement, Artificial Intelligence
状态：免费试用您将获得的技能: AWS Kinesis, Amazon DynamoDB, Amazon S3, Data Pipelines, Amazon CloudWatch, Cloud Storage, Real Time Data, AWS Identity and Access Management (IAM), Data Storage, Database Management Systems, Data Management, Data Infrastructure, Cloud Security, Encryption, Scalability
状态：免费试用Tsinghua University
您将获得的技能: Data Structures, Algorithms, Graph Theory, Computational Thinking, Theoretical Computer Science, Computer Programming
状态：免费试用Tsinghua University
您将获得的技能: Data Structures, Algorithms, Pseudocode, Theoretical Computer Science, Computer Programming
状态：预览您将获得的技能: Data Visualization Software, Data Modeling, Dashboard, Interactive Data Visualization, Data Presentation, Data Processing, Data Storytelling, Data Transformation, Data Preprocessing, Data Integration, Data Cleansing, Data Import/Export, Data Analysis, Data Quality, Key Performance Indicators (KPIs)
总之，以下是 10 最受欢迎的 data lakes 课程
- 使用 Data Studio 探索和创建报告: Google Cloud
- Time Series Data Visualization And Analysis Techniques : Coursera
- Advanced Data Structures and Algorithms: Packt
- Modern Data Strategy for Enterprise Generative AI: Fractal Analytics
- Highlight Data with Excel Conditional Formatting: Coursera
- 用 Python 收集和处理数据: University of Michigan
- Data Science Project Capstone: Predicting Bicycle Rental: University of London
- Understanding Data: Navigating Statistics, Science, and AI: University of Michigan
- AWS Data Collection and Storage: Packt
- Data Structures and Algorithms (II): Tsinghua University
