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Johns Hopkins University
您将获得的技能: 工程计算, 微积分, 代数, 应用数学, 估算, 数学建模, 运筹学, 衍生产品, 数值分析
状态：免费试用您将获得的技能: Dashboard, Salesforce Development, Salesforce, Analytics, Data Import/Export, Data Presentation, Data Analysis, Business Reporting, Data Cleansing, Data Management, Interactive Data Visualization, Data Sharing, Data Validation, Data Security
状态：免费试用Microsoft
您将获得的技能: 微软Excel, 电子表格软件, 数据分析, 数据操作, 数据展示, 业务指标, 透视表和图表, Excel 公式, 数据清理
状态：免费DeepLearning.AI
您将获得的技能: 检索-增强生成, JSON, 视觉转换器（ViT）, 数据预处理, 文件管理, 元数据管理, 非结构化数据, LLM 申请, 图像分析, 数据转换
状态：免费试用University of Michigan
您将获得的技能: Object Oriented Programming (OOP), Software Design, Program Development, Data Structures, Visualization (Computer Graphics), Graphic and Visual Design, Computer Graphics, Creative Design, Python Programming, Algorithms, Linear Algebra, Simulations, Spatial Analysis
状态：新状态：预览您将获得的技能: Application Lifecycle Management, Azure DevOps, CI/CD, Continuous Delivery, Continuous Integration, DevOps, Data Validation, Data Governance, Data Quality, Test Automation, Extract, Transform, Load, Data Pipelines, Scalability, SQL
状态：预览Northeastern University
您将获得的技能: Data Warehousing, Data Modeling, Database Design, SQL, Star Schema, Business Intelligence, Databases, Relational Databases, Database Architecture and Administration, Data Mart, Data Integrity, Data Analysis, Snowflake Schema, Data Transformation
状态：免费您将获得的技能: Data Visualization, Matplotlib, Marketing Analytics, Web Scraping, Social Media Marketing, Python Programming, Social Media, Pandas (Python Package), Text Mining, Trend Analysis, Data Analysis, Data Wrangling, Data Cleansing, Seaborn, Content Performance Analysis, Jupyter
University of Leeds
您将获得的技能: Data Ethics, Data Presentation, Regression Analysis, Web Scraping, Data Storytelling, Statistical Hypothesis Testing, Matplotlib, Bayesian Statistics, Statistical Machine Learning, Data Analysis, Model Evaluation, Exploratory Data Analysis, Classification And Regression Tree (CART), Network Analysis, Statistical Methods, Applied Machine Learning, Data Visualization, Statistical Modeling, Data Preprocessing, Linear Algebra
Google Cloud
您将获得的技能: Model Deployment, Fraud detection, Feature Engineering, Exploratory Data Analysis, Model Evaluation, Real Time Data, Applied Machine Learning, MLOps (Machine Learning Operations), Jupyter, Data Analysis, Data Preprocessing, Machine Learning
您将获得的技能: Pandas (Python Package), Data Analysis, Data Manipulation, Data Wrangling, NumPy, Python Programming
状态：新状态：免费试用您将获得的技能: Feature Engineering, Data Preprocessing, AWS SageMaker, Data Cleansing, Apache Spark, Extract, Transform, Load, Data Pipelines, Data Transformation, Amazon Web Services, Responsible AI, Data Quality, Data Integrity, Amazon S3, Personally Identifiable Information, Data Security
总之，以下是 10 最受欢迎的 data lakes 课程
- 通过数据和建模学习微积分：应用微分: Johns Hopkins University
- Salesforce Data Management, Reports, and Dashboards: LearnKartS
- 使用 Microsoft Excel 为业务分析师提供数据: Microsoft
- 为 LLM 应用预处理非结构化数据: DeepLearning.AI
- Data Structures for Designers Using Python: University of Michigan
- Advanced Data Testing for Quality at Scale: Coursera
- Data Warehousing Essentials for Analytics and AI Support: Northeastern University
- Clean and analyze social media usage data with Python: Coursera
- Master of Science in Data Science (Statistics): University of Leeds
- Data Analysis with the FraudFinder Workshop: Google Cloud
