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Duke University
您将获得的技能: 数据管道, 命令行界面, 亚马逊网络服务, Python 程序设计, 数据处理, 应用编程接口 (API), 还原式 API, 云应用, 密码学, 系统编程, 数据结构, 实时数据, 云 API, 数据操作, 软件测试, 拉斯特（编程语言）, Encryption
状态：免费试用University of Colorado Boulder
您将获得的技能: Web Scraping, Data Integration, Data Cleansing, Data Import/Export, Data Quality, Data Preprocessing, Data Collection, Data Wrangling, Data Manipulation, SQL, MySQL, Databases, Query Languages, Pandas (Python Package), Application Programming Interface (API)
状态：免费试用University of Illinois Urbana-Champaign
您将获得的技能: Algorithm, 数据库理论, 数据结构, 数据库系统, 数据存储, 数据存储技术, 理论计算机科学
状态：免费试用University of Colorado System
您将获得的技能: Marketing Analytics, Classification And Regression Tree (CART), Probability & Statistics, AI Personalization, Statistical Software, Statistical Methods, Regression Analysis, Model Evaluation, Data-Driven Decision-Making, Data Ethics, Unsupervised Learning, Statistical Modeling, Data Visualization, Customer Analysis, Statistical Analysis, Predictive Analytics, Anomaly Detection, Advanced Analytics, Bayesian Network, Machine Learning
状态：免费试用您将获得的技能: Data Cleansing, Stakeholder Management, Rmarkdown, Data Presentation, Data Storytelling, Data Visualization, Data Validation, Data Literacy, Ggplot2, Data Ethics, Data-Driven Decision-Making, Interactive Data Visualization, Analytical Skills, Data Integrity, Dashboard, Data Visualization Software, Tableau Software, Case Studies, Spreadsheet Software, Data Analysis
状态：免费试用Duke University
您将获得的技能: Pandas (Python Package), Data Cleansing, Data Manipulation, Data Preprocessing, Data Quality, NumPy, File I/O, Data Integration, Python Programming, Data Import/Export, Data Analysis, Exploratory Data Analysis, Debugging
状态：免费试用Coursera
您将获得的技能: 负责任的人工智能, 分析, 机器学习算法, 高级分析, 数据转换, 数据分析, 预测分析, 数据预处理, 生成式人工智能, AI 产品战略
状态：免费试用Illinois Tech
您将获得的技能: NoSQL, Big Data, Apache Hadoop, Apache Spark, Data Infrastructure, Real Time Data, Apache Kafka, Data Management, Apache Cassandra, Apache Hive, Data Lakes, MongoDB, Databases, Data Ethics, Distributed Computing, Data Processing, Informatics, Cloud Computing, Software Design Patterns, Data Storage
状态：预览Simplilearn
您将获得的技能: Matplotlib, NumPy, Data Visualization, Python Programming, Pandas (Python Package), Data Analysis, Data Visualization Software, Scripting, Analytics, Data Manipulation, Real Time Data, Data Processing, Programming Principles, Data Transformation, Data Cleansing, Data Validation
Google Cloud
您将获得的技能: Google Cloud Platform, Data Presentation, Data Visualization Software, Data Import/Export, Big Data, Analytics, Cloud Computing
您将获得的技能: Matplotlib, Seaborn, Exploratory Data Analysis, Data Visualization, Pandas (Python Package), Plot (Graphics), Statistical Visualization, Data Visualization Software, Scatter Plots, Data Analysis, Box Plots, Python Programming
状态：免费试用University of Michigan
您将获得的技能: Histogram, Data Visualization, Data Literacy, Data Presentation, Descriptive Statistics, Data Storytelling, Statistics, Data Analysis, Statistical Visualization, Sampling (Statistics), Data Validation
总之，以下是 10 最受欢迎的 data lakes 课程
- 使用 Rust 的数据工程: Duke University
- Data Collection and Integration: University of Colorado Boulder
- 有序数据结构: University of Illinois Urbana-Champaign
- Data Science for Marketing: University of Colorado System
- Google Data Analytics (DE): Google
- Pandas for Data Science: Duke University
- 数据分析师的 GenAI: Coursera
- Big Data Technologies: Illinois Tech
- Data Analytics with Python: Simplilearn
- Visualizing Billing Data with Google Data Studio: Google Cloud
