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：免费试用您将获得的技能: Data Processing, Data Analysis, Data Transformation, Exploratory Data Analysis, Data Cleansing, Data Import/Export
状态：免费试用University of Pennsylvania
您将获得的技能: 数据结构, 集成开发环境, 面向对象编程（OOP）, 软件设计, 调试, 编程原则, 解决问题, Java, 开发环境, 文件输入/输出, Java 编程, 日蚀（软件）
Ball State University
您将获得的技能: Data Ethics, Graph Theory, Data Collection, Supervised Learning, Software Development Methodologies, File Systems, SQL, Statistical Hypothesis Testing, Statistical Methods, Data Wrangling, Logistic Regression, SAS (Software), Object Oriented Programming (OOP), Spatial Analysis, Text Mining, Financial Data, Artificial Intelligence, Natural Language Processing, R Programming, Classification And Regression Tree (CART)
状态：新状态：免费试用您将获得的技能: Rmarkdown, Web Scraping, Geospatial Information and Technology, Microsoft Azure, Cloud Storage, Interactive Data Visualization, R Programming, Data Collection, Cloud Services, Data Manipulation, Data Science, Data Visualization Software, Data Integration, Data Analysis, Data Ethics, Application Programming Interface (API)
状态：预览Northeastern University
您将获得的技能: Transfer Learning, Small Data, Deep Learning, Applied Machine Learning, Data Preprocessing, Unsupervised Learning, Machine Learning, Generative AI, Supervised Learning, Model Evaluation
状态：新状态：预览您将获得的技能: Application Development, Event-Driven Programming, Application Design, User Interface (UI), Program Development, Development Environment, Data Integration
状态：免费您将获得的技能: Data Analysis Expressions (DAX), Power BI, Business Analysis, Financial Data, Business Intelligence, Data Modeling, Financial Analysis, Time Series Analysis and Forecasting, Data Visualization, Data Import/Export
您将获得的技能: Descriptive Statistics, R Programming, Statistical Reporting, Data Quality, Data Preprocessing, Statistics, Statistical Methods, Data Manipulation, Data Analysis Software, Data Import/Export
状态：新状态：免费试用您将获得的技能: Data Validation, Extract, Transform, Load, Object-Relational Mapping, Data Cleansing, Data Manipulation, Data Quality, Data Pipelines, Pandas (Python Package), Descriptive Statistics, Database Management, Data Transformation, Data Integrity, Relational Databases, Exploratory Data Analysis, Databases, Data Processing, SQL, Data Persistence, Data Analysis
状态：免费试用您将获得的技能: Dashboard, Power BI, Data Presentation, Data Visualization Software, Data Storytelling, Data Visualization, Interactive Data Visualization, Advanced Analytics, Data Analysis, Business Intelligence, Statistical Reporting
状态：免费试用Johns Hopkins University
您将获得的技能: 健康信息管理, 医疗程序和 Regulator, 数据安全, 患者安全, 医疗隐私, 医疗保健, 云计算, 信息隐私, Encryption, 遵守《健康保险便携性和责任法案》（HIPAA）, 安全意识, 个人身份信息, 医疗记录, 网络攻击
Google Cloud
您将获得的技能: Looker (Software), Data Modeling, Exploratory Data Analysis, Data Validation, Data Maintenance, Problem Management, Data Analysis, Data Visualization, Data Analysis Software, Google Cloud Platform
总之，以下是 10 最受欢迎的 data lakes 课程
- Data Processing and Exploration with NumPy & Pandas: Packt
- Java 中的继承和数据结构: University of Pennsylvania
- Master of Science in Data Science: Ball State University
- Advanced Data Applications and Integration: Microsoft
- Machine Learning with Small Data Part 1: Northeastern University
- PySide2 Project - Data Fetching Application: EDUCBA
- Data Modeling with Power BI: Advanced DAX Calculations : Coursera
- Using Descriptive Statistics to Analyze Data in R: Coursera
- Data Science Fundamentals Part 1: Unit 3: Pearson
- Analysis and Visualization of Data with Power BI: Microsoft
