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University of Pennsylvania
您将获得的技能: Java 编程, 数据结构, 调试, 软件设计, 编程原则, 面向对象编程（OOP）, Java, 文件输入/输出, 解决问题, 开发环境, 集成开发环境, 日蚀（软件）
状态：新状态：预览Microsoft
您将获得的技能: Data Manipulation, Data Transformation, Tidyverse (R Package), Data Wrangling, R Programming, Exploratory Data Analysis, Data Analysis, Data Cleansing
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：免费试用您将获得的技能: Responsible AI, Exploratory Data Analysis, Data Storytelling, Dashboard, Data Presentation, Model Evaluation, Data Literacy, No-Code Development, Business Analytics, Data Science, Business Analysis, Model Deployment, Applied Machine Learning, Data Ethics, Data Capture, MLOps (Machine Learning Operations), Machine Learning, Data Analysis, Predictive Modeling, Data Visualization
状态：免费试用Microsoft
您将获得的技能: 生成式人工智能, 数据清理, 探索性数据分析, 模型评估, Matplotlib, Pandas（Python 软件包）, 数据分析, Plotly, 数据伦理, Python 程序设计, 数据叙事, 交互式数据可视化, 机器学习, 数据可视化软件, 数据转换, Jupyter, 数据可视化, Scikit-learn （机器学习库）, 数据操作
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：预览Talend
您将获得的技能: 版本控制, 数据操作, 数据管道, 数据整合, 数据访问, 情境管理, 数据库管理系统, 数据流, 数据转换, 数据迁移, 元数据管理, 摘录, Data Validation
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
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
总之，以下是 10 最受欢迎的 data lakes 课程
- Java 中的继承和数据结构: University of Pennsylvania
- Mastering Data Wrangling with dplyr: Microsoft
- Master of Science in Data Science: Ball State University
- Advanced Data Applications and Integration: Microsoft
- Machine Learning with Small Data Part 1: Northeastern University
- No-Code Machine Learning and Data Science for Everyone: LearnQuest
- 使用 Python 进行数据分析和可视化: Microsoft
- PySide2 Project - Data Fetching Application: EDUCBA
- Talend 数据集成认证准备培训: Talend
- Data Modeling with Power BI: Advanced DAX Calculations : Coursera
