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：新状态：免费试用您将获得的技能: Matplotlib, Scientific Visualization, Visualization (Computer Graphics), Plot (Graphics), Statistical Visualization, Data Visualization Software, Scatter Plots, NumPy, Python Programming
状态：免费试用Stanford University
您将获得的技能: 图论, Algorithm, 理论计算机科学, 计算逻辑, 编程原则, 计算机科学, 数据结构, 分析, 社交网络分析, 运筹学, 网络分析, Networking 路由器, 计算思维, 伪代码, 概率, 生物信息学, 网络模型
状态：预览Alibaba Cloud Academy
您将获得的技能: 数据操作, 仪表板, 数据处理, 数据管道, Pandas（Python 软件包）, 大数据, 数据库管理, 云存储, 数据可视化软件, Apache Hive, PySpark, Apache Spark, Apache Hadoop, 数据整合, SQL, 商业智能, 摘录
状态：新状态：免费试用您将获得的技能: Data Import/Export, NumPy, Pandas (Python Package), Pivot Tables And Charts, Business Reporting, Data Manipulation, Analytics, Data Processing, Management Reporting, Data Wrangling, Business Analytics, Data Cleansing, Data Analysis, Data Transformation, Statistical Analysis, Data Management, Descriptive Statistics, Linear Algebra
状态：免费试用Queen Mary University of London
您将获得的技能: 探索性数据分析, 定量研究, 数据分析, 市场调查, 数据预处理, 逻辑回归, 相关性分析, 数字化营销, 回归分析, 统计方法, 数据质量, 概率与统计, 统计分析, 分析, 营销分析, 投资回报
状态：新状态：免费试用您将获得的技能: Descriptive Statistics, Probability & Statistics, Statistical Hypothesis Testing, Regression Analysis, Statistics, Predictive Modeling, Data Visualization, Statistical Analysis, Statistical Methods, Data Science, Data Analysis, Histogram, Statistical Visualization, Pandas (Python Package), NumPy, Statistical Inference, Probability, Model Evaluation, Correlation Analysis
状态：新您将获得的技能: Data Visualization, Microsoft PowerPoint, Data Storytelling, Microsoft Excel, Trend Analysis
状态：免费Coursera
您将获得的技能: Python 程序设计, Prompt Engineering, 数据操作, 数据分析, 人工智能, 生成式人工智能, 分析, 数据可视化软件, OpenAI 应用程序接口
状态：免费您将获得的技能: Dashboard, Interactive Data Visualization, Data Presentation, Tableau Software, Data Visualization Software, Data Analysis Software, Digital Publishing, Key Performance Indicators (KPIs), Data Import/Export
状态：免费试用Duke University
您将获得的技能: NumPy, Data Structures, Data Analysis, Object Oriented Programming (OOP), Exploratory Data Analysis, Image Analysis, Data Science, Data Transformation, Data Manipulation, Big Data, Performance Tuning, Python Programming, Data Import/Export
状态：新状态：免费试用University of Pittsburgh
您将获得的技能: Statistical Analysis, NumPy, Probability Distribution, Matplotlib, Statistics, Pandas (Python Package), Data Science, Probability & Statistics, Probability, Statistical Modeling, Predictive Modeling, Data Analysis, Linear Algebra, Predictive Analytics, Statistical Methods, Mathematics and Mathematical Modeling, Applied Mathematics, Python Programming, Machine Learning, Logical Reasoning
状态：免费试用您将获得的技能: Data Storytelling, Data Presentation, Dashboard, Interactive Data Visualization, Data Visualization, Infographics, Data Visualization Software, Business Reporting, Data Ethics, Storytelling, Data-Driven Decision-Making, Generative AI, Responsible AI, Data Analysis, Artificial Intelligence
总之，以下是 10 最受欢迎的 data lakes 课程
- Advanced Data Visualization with Matplotlib Mastery: EDUCBA
- Algorithm: Stanford University
- 大数据分析深度挖掘: Alibaba Cloud Academy
- NumPy & Pandas: Analyze & Manage Retail Data: EDUCBA
- 数据分析与解释: Queen Mary University of London
- Statistics for Data Science with Python: EDUCBA
- PowerPoint Data Viz – Business Charting Techniques: Packt
- 用于数据分析的 GenAI：OpenAI 助手 API: Coursera
- Tableau Public for Beginners: Data Visualization Basics: Coursera
- Data Science with NumPy, Sets, and Dictionaries: Duke University
