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LearnQuest
您将获得的技能: Teradata SQL, Exploratory Data Analysis, SQL, Data Modeling, Database Design, Database Administration, Database Architecture and Administration, Database Management, Database Management Systems, Data Store, JSON, Data Integration, Data Architecture, Advanced Analytics, Data Warehousing, Data Cleansing, Text Mining, Data Analysis, Business Intelligence, Data-Driven Decision-Making
状态：免费试用University of California, Irvine
您将获得的技能: 探索性数据分析, 统计可视化, 数据展示, Tableau 软件, 数据可视化软件, 数据叙事, 描述性分析, 绘图（图形）, 描述性统计, 数据分析, 柱状图
状态：免费试用Rice University
您将获得的技能: 文件输入/输出, Python 程序设计, 数据导入/导出, 数据结构, 数据存储, 脚本, 数据操作, 数据分析
状态：免费试用American Psychological Association
您将获得的技能: Regression Analysis, Correlation Analysis, Statistical Software, Data Visualization, Statistical Analysis, Statistical Methods, Descriptive Statistics, Histogram, Data Analysis, Box Plots, Exploratory Data Analysis, Graphing, Data Visualization Software, Data Literacy, Probability & Statistics, Quantitative Research, Variance Analysis, Statistical Visualization, Statistics, Social Sciences
状态：免费试用University of Colorado System
您将获得的技能: 数据科学, 临床研究, 临床数据管理, 时间序列分析和预测, 数据质量, 健康信息学, 分析技能, 数据清理, 数据建模, 统计报告, 数据分析
状态：免费试用University of Michigan
您将获得的技能: Data Quality, Quantitative Research, Data Validation, Data Collection, Data Processing, Data Analysis, Data Integrity, Model Evaluation, Data Access, Statistical Analysis, Sampling (Statistics)
状态：免费试用University of Colorado Boulder
您将获得的技能: Statistical Hypothesis Testing, Correlation Analysis, Statistical Analysis, Statistical Software, Probability & Statistics, Data Analysis, R (Software), Data Visualization, Statistical Inference, Variance Analysis, Sampling (Statistics)
状态：新状态：免费试用您将获得的技能: Data Wrangling, Data Import/Export
状态：免费试用Illinois Tech
您将获得的技能: Model Evaluation, Statistical Analysis, Data Visualization, Data Analysis, Exploratory Data Analysis, Data Cleansing, Analytics, Machine Learning, Data Preprocessing, Regression Analysis, Data Mining, Python Programming, Scikit Learn (Machine Learning Library), Unsupervised Learning, Classification And Regression Tree (CART), Decision Tree Learning, Logistic Regression
状态：免费试用您将获得的技能: Exploratory Data Analysis, Data Visualization, Data Literacy, Data Presentation, Data Storytelling, Data Analysis, Data Cleansing, Data Preprocessing, Technical Communication
状态：免费试用Johns Hopkins University
您将获得的技能: Data Presentation, Graphic and Visual Design, Data Storytelling, Design Elements And Principles, Plot (Graphics), Data Literacy, Exploratory Data Analysis, Scatter Plots
University of Huddersfield
您将获得的技能: Integral Calculus, Matplotlib, Calculus, Differential Equations, Data Visualization Software, Python Programming, Data Analysis, Mathematical Modeling, Engineering Analysis, Applied Mathematics, Data Manipulation, Statistical Analysis, Data Structures, Computer Programming, Pandas (Python Package), Debugging, NumPy, Object Oriented Programming (OOP)
总之，以下是 10 最受欢迎的 data lakes 课程
- Data Analytics with Teradata: LearnQuest
- 数据可视化最佳实践: University of California, Irvine
- Python 数据分析: Rice University
- Data Exploration in Psychology: American Psychological Association
- 高级临床数据科学: University of Colorado System
- Measuring Total Data Quality: University of Michigan
- Data Driven Decision Making: University of Colorado Boulder
- Data Structures in Python: Google
- Data Preparation and Analysis: Illinois Tech
- Data Literacy in Practice: SAS
