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
Coursera
您将获得的技能: PySpark, Matplotlib, Apache Spark, Big Data, Data Processing, Distributed Computing, Data Management, Data Visualization, Data Analysis, Data Manipulation, Data Cleansing, Query Languages, Python Programming
状态：免费试用University of Colorado Boulder
您将获得的技能: Matplotlib, Web Scraping, Pivot Tables And Charts, Pandas (Python Package), Data Integration, Statistical Visualization, Data Manipulation, Exploratory Data Analysis, Data Wrangling, Data Visualization, Data Transformation, Data Cleansing, Data Preprocessing, Data Presentation, Plot (Graphics), Data Visualization Software, Statistical Analysis, Seaborn, NumPy, Python Programming
状态：免费试用University of Washington
您将获得的技能: 数据叙事, Data Governance, 数据可视化软件, 亚马逊网络服务, 信息隐私, 道德标准与行为, 技术交流, 云计算, 数据伦理, 统计可视化, 大数据
状态：预览Northeastern University
您将获得的技能: Database Design, Database Theory, MongoDB, Database Development, Database Management Systems, Databases, Data Modeling, Database Architecture and Administration, NoSQL, Relational Databases, Unified Modeling Language, SQL, Data Integrity, Performance Tuning, Diagram Design, Software Architecture, Conceptual Design
状态：免费试用Universidad Nacional Autónoma de México
您将获得的技能: SQL, 数据库, 数据库系统, 可扩展性, 数据库设计, 数据处理, NoSQL, 关系数据库, 数据架构, 数据挖掘, 可维护性, 大数据, 系统设计, 非结构化数据, 事务处理, Apache Hadoop, 软件设计
状态：预览University of Leeds
您将获得的技能: Jupyter, Programming Principles, Computer Programming, Python Programming, Development Environment, Scripting, Software Installation, Data Structures, Data Science
状态：预览Board Infinity
您将获得的技能: Data Visualization Software, Dashboard, Data Visualization, Interactive Data Visualization, Data Transformation, Tableau Software, Data Storytelling, Data Manipulation, Exploratory Data Analysis, Heat Maps, Scatter Plots, Data Analysis, Forecasting, Geospatial Mapping
状态：预览Fundação Instituto de Administração
您将获得的技能: Big Data, Internet Of Things, Social Network Analysis, Text Mining, Apache Hadoop, Business Intelligence, Unstructured Data, Analytics, Real Time Data, Cloud Computing, Data Storage, Data Science, Marketing Analytics, Fraud detection
状态：免费试用University of Colorado Boulder
您将获得的技能: Unsupervised Learning, Regression Analysis, Classification Algorithms, Dimensionality Reduction, Data Analysis, Anomaly Detection, Supervised Learning, Model Evaluation, Statistical Analysis, Analytics, Logistic Regression, Data Preprocessing, Predictive Modeling, Applied Machine Learning, Statistical Modeling, Machine Learning Methods, Data Mining, Machine Learning Algorithms, Exploratory Data Analysis, Machine Learning
Coursera
您将获得的技能: Correlation Analysis, Probability & Statistics, Statistics, Statistical Analysis, Data Analysis, Data Science, Probability Distribution, Descriptive Statistics, Statistical Inference
状态：免费试用University of Maryland, College Park
您将获得的技能: 回归分析, 数据转换, 统计分析, R（软件）, 数据质量, 统计建模, 数据分析, R 语言程序设计（中文版）, 数据清理, STATA （软件）, 统计方法, 抽样（统计）, 统计软件
状态：免费试用您将获得的技能: Data Validation, Spreadsheet Software, Data Analysis, Analytics, Data Manipulation, Excel Formulas, Data Compilation, Pivot Tables And Charts, SQL, Data Integration, Data Transformation, User Feedback
总之，以下是 10 最受欢迎的 data lakes 课程
- Data Analysis Using Pyspark: Coursera
- Data Wrangling with Python: University of Colorado Boulder
- 传播数据科学成果: University of Washington
- Data-Driven Systems: DBMS, SQL & Data Modeling: Northeastern University
- 设计数据密集型应用程序: Universidad Nacional Autónoma de México
- Programming for Data Science: University of Leeds
- Data Visualization with Tableau: Board Infinity
- Introdução ao Big Data : Fundação Instituto de Administração
- Data Analysis with Python: University of Colorado Boulder
- Statistics For Data Science: Coursera
