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：预览University of Illinois Urbana-Champaign
您将获得的技能: Risk Management, Enterprise Risk Management (ERM), Risk Analysis, Risk Control, Cyber Risk, Persuasive Communication, Tableau Software, Data Visualization, Data Visualization Software, Data Literacy, Cybersecurity, Empathy, Diversity Equity and Inclusion Initiatives, Communication, Heat Maps, Stakeholder Analysis, Algorithms
您将获得的技能: Data Visualization Software, Data Visualization, Statistical Visualization, Ggplot2, Plot (Graphics), R Programming, Scatter Plots, Data Collection, Data Analysis, Data Manipulation, Data Import/Export, Regression Analysis, Data Preprocessing, Software Installation
状态：免费试用DeepLearning.AI
您将获得的技能: Web Scraping, Extract, Transform, Load, Data Manipulation, Data Preprocessing, Data Validation, Data Ethics, Data Cleansing, SQL, Data Transformation, JSON, Pandas (Python Package), Generative AI, Relational Databases, Data Integrity, Unstructured Data, Application Programming Interface (API)
状态：新状态：预览您将获得的技能: Data Storytelling, Interactive Data Visualization, Data Presentation, Data Visualization Software, Scatter Plots, Infographics, Storytelling, Geospatial Mapping, Box Plots, Histogram, Data Ethics, Design Elements And Principles
状态：新状态：免费试用您将获得的技能: Internet Of Things, TCP/IP, Network Protocols, Telecommunications, General Networking, PIC Microcontrollers, Communication Systems, Wireless Networks, Cloud Services, Electrical Wiring, Cloud Storage, Microarchitecture, Field-Programmable Gate Array (FPGA), Restful API, Cloud Solutions, Electrical Equipment, Basic Electrical Systems, Power Electronics, Electrical Power, Electric Power Systems
您将获得的技能: 描述性统计, 机器学习, PySpark, 数据存储技术, 数据处理, 数据预处理, 数据存储, 模型评估, 机器学习算法, 应用机器学习, Machine Learning 方法, 大数据, 分布式计算, Apache Spark, 统计方法, 数据科学
状态：免费试用Johns Hopkins University
您将获得的技能: 物理学, 微积分, 数学建模, 机械, 几何学, 积分微积分, 应用数学, 工程计算
状态：免费试用Arizona State University
您将获得的技能: Matplotlib, File I/O, NumPy, Plot (Graphics), Pandas (Python Package), Data Structures, Data Visualization Software, Data Analysis, Python Programming, Data Processing, Data Manipulation, Exploratory Data Analysis, Data Import/Export, Computer Programming
状态：免费试用您将获得的技能: Data Structures, C++ (Programming Language), C and C++, Programming Principles, Algorithms, Theoretical Computer Science, Object Oriented Programming (OOP)
状态：免费试用Johns Hopkins University
您将获得的技能: 代数, 数学建模, 微积分, 应用数学, 三角法, 几何学, 衍生产品
状态：免费试用Google Cloud
您将获得的技能: Google 云端平台, 预测, 营销策略, 数据分析, 客户分析, 大数据, 营销分析, 生成式人工智能, 客户洞察, 客户数据管理, Google 双子座, 预测分析, Query 语言, Machine Learning 方法
状态：免费试用Board Infinity
您将获得的技能: Data Literacy, Decision Making, Data Analysis, Analytical Skills, Case Studies, Logical Reasoning, Deductive Reasoning, Data-Driven Decision-Making, Data Presentation, Data Visualization, Complex Problem Solving, Numerical Analysis
总之，以下是 10 最受欢迎的 data lakes 课程
- Empathy and Data in Risk Management: University of Illinois Urbana-Champaign
- How to Visualize Data with R: Packt
- Data I/O and Preprocessing with Python and SQL: DeepLearning.AI
- Data Visualization and the Art of Storytelling - Bachelor's: Illinois Tech
- Internet of Things: Connectivity and Data Intelligence: CertNexus
- 使用 Apache Spark 在大数据上进行可扩展机器学习: IBM
- 通过数据和模型进行微积分计算：整合应用: Johns Hopkins University
- Data Analysis and Visualization with Python: Arizona State University
- C++: Linear Data Structures and Trees: Codio
- 通过数据和建模学习微积分：微分规则: Johns Hopkins University
