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, Statistical Modeling, Descriptive Statistics
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Macquarie University
您将获得的技能: Data-Driven Decision-Making, Microsoft Excel, Forecasting, Regression Analysis, Business Analytics, Excel Formulas, Statistical Analysis, Data Analysis Software, Time Series Analysis and Forecasting, Pivot Tables And Charts, Analytics, Statistical Methods, Advanced Analytics, Data Analysis, Statistics, Data Visualization Software, Probability & Statistics, Statistical Inference, Variance Analysis
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：免费试用University of Colorado Boulder
您将获得的技能: Model Evaluation, Statistical Modeling, Applied Machine Learning, Unsupervised Learning, Statistical Machine Learning, Classification And Regression Tree (CART), Data Science, Decision Tree Learning, Statistical Methods, Artificial Neural Networks, Statistical Analysis, Regression Analysis, Predictive Modeling, Classification Algorithms, Supervised Learning, R Programming, Machine Learning Algorithms, Dimensionality Reduction, Machine Learning, Random Forest Algorithm
状态：新状态：免费试用您将获得的技能: Apache Hadoop, Apache Hive, Big Data, Data Warehousing, Data Integration, Data Processing, Enterprise Application Management, Performance Tuning, Data Manipulation, Data Analysis, Distributed Computing, Data Import/Export, SQL, Data Transformation
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：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
状态：免费试用您将获得的技能: Tensorflow, Data Transformation, Dataflow, Google Cloud Platform, Extract, Transform, Load, Data Import/Export, Feature Engineering, Data Lakes, Real Time Data, Data Warehousing, Data Governance, Applied Machine Learning, Data Integration, Data Processing, Apache Spark, Dashboard, Data Infrastructure, Data Architecture, Model Deployment, Data Pipelines
状态：免费试用您将获得的技能: Data Visualization, Web Scraping, SQL, Data Visualization Software, Pandas (Python Package), NumPy, Data Analysis, Databases, Data Manipulation, Python Programming, Data Processing, Jupyter, Data Wrangling, Data Cleansing, Data Structures
状态：免费试用University of California, Irvine
您将获得的技能: 探索性数据分析, 交互式数据可视化, 仪表板, 散点图, 应用程序部署, 描述性统计, 数据伦理, 数据分析, 热图, 统计可视化, 数据叙事, 数据可视化软件, 网络分析, 绘图（图形）, Tableau 软件, 分析技能, 数据展示, 柱状图, 描述性分析, 地理空间信息与技术
状态：免费试用University of London
您将获得的技能: C++（编程语言）, 面向对象编程（OOP）, 编程原则, 面向对象设计, C 和 C++, 数据结构, 文件输入/输出, 数据建模
总之，以下是 10 最受欢迎的 data lakes 课程
- Seaborn Python: Visualize & Analyze Data Distributions: EDUCBA
- 大数据分析深度挖掘: Alibaba Cloud Academy
- Statistics and Data Analysis with Excel: Advanced: Macquarie University
- 数据分析与解释: Queen Mary University of London
- Statistical Learning for Data Science: University of Colorado Boulder
- Hadoop Projects: Analyze Big Data with Hive & Pig: EDUCBA
- Data Science with NumPy, Sets, and Dictionaries: Duke University
- Data Visualization and Reporting with Generative AI: Microsoft
- Data Engineering, Big Data and ML on Google Cloud 日本語版: Google Cloud
- Applied Data Analytics with Python and SQL: Edureka
