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：新状态：预览您将获得的技能: Data Integration, Extract, Transform, Load, Metadata Management, Amazon Redshift, Amazon Web Services, Data Pipelines, Data Warehousing, Amazon S3, Automation, Cloud-Native Computing, Data Transformation, Serverless Computing, Process Optimization, System Monitoring
状态：预览University of California, Davis
您将获得的技能: Data Quality, Data Cleansing, Computer Vision, Visualization (Computer Graphics), Data Preprocessing, Deep Learning, Image Analysis, Convolutional Neural Networks, Model Evaluation, Data Manipulation, Applied Machine Learning, Data Analysis
状态：新您将获得的技能: Interoperability, Data Transformation, Secure Coding, Python Programming
状态：预览Georgia Institute of Technology
您将获得的技能: 数据处理, 数据科学, 数据驱动的决策制定, 材料科学, 结构分析, 统计, 大数据, 数据整合, 系统设计, 数据挖掘, 信息学
状态：新状态：免费试用您将获得的技能: Box Plots, Data Science, Histogram, Statistical Analysis, Statistical Methods, Data Preprocessing, Probability & Statistics, Data Analysis, Data Visualization Software, Bayesian Statistics, Scatter Plots, Scripting, Python Programming, Machine Learning Algorithms, Data Manipulation, Statistical Inference, Regression Analysis
状态：新状态：免费试用University of Pittsburgh
您将获得的技能: Data Storytelling, Data Presentation, Interactive Data Visualization, Data Visualization Software, Data Visualization, Network Analysis, Tableau Software, Statistical Visualization, Network Model, Dashboard, Time Series Analysis and Forecasting, Matplotlib, Data Analysis, Seaborn, Graph Theory, Pandas (Python Package), Python Programming
Google Cloud
您将获得的技能: Dataflow, Google Cloud Platform, NoSQL, Cloud Storage, Data Pipelines, Data Integration, Data Storage Technologies, Data Processing, Big Data, Data Validation
您将获得的技能: Exploratory Data Analysis, Correlation Analysis, Matplotlib, Seaborn, Data Cleansing, Data Visualization, Pandas (Python Package), Data Analysis, Data Manipulation, NumPy, Statistical Analysis, Python Programming
状态：免费试用Arizona State University
您将获得的技能: Computational Thinking, Data Strategy, Small Data, Unstructured Data, Data Access, Data Literacy, Data Analysis, Data Integration, Data Management, Data-Driven Decision-Making, Data Collection
Coursera
您将获得的技能: Jupyter, Microsoft Excel, Spreadsheet Software, Project Schedules, Data Import/Export, Data Visualization Software, Python Programming, Email Automation, Data Literacy, Data Structures, Data Manipulation
状态：免费试用University of Colorado Boulder
您将获得的技能: Service Level, Acceptance Testing, Database Management, Software Engineering, Web Applications, Performance Testing, Scalability, Microservices, Software Architecture, Data Architecture, Distributed Computing, Data Infrastructure, System Monitoring, Functional Requirement, Application Deployment, User Acceptance Testing (UAT), Application Development, Prototyping, Predictive Modeling, Big Data
状态：免费试用Microsoft
您将获得的技能: 商业分析, 数据收集, Power BI, 数据分析, 数据驱动的决策制定, 数据转换, 数据可视化软件, 微软 365, 微软动力平台
总之，以下是 10 最受欢迎的 data lakes 课程
- AWS Data Automation: Glue & Lambda Integration: Coursera
- Hands-on Data Centric Visual AI: University of California, Davis
- Data Representation and Serialization: Packt
- 材料数据科学与信息学: Georgia Institute of Technology
- Data Science with Python: Analyze & Visualize: EDUCBA
- Tableau, Networks & Time Series Data Visualization: University of Pittsburgh
- Streaming Data to Bigtable: Google Cloud
- Exploratory Data Analysis With Python and Pandas: Coursera
- Dark Data Basics - Understanding the Unknown: Arizona State University
- Use Python for Non-Data Role: Coursera
