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
您将获得的技能: Pandas (Python Package), Data Analysis, Data Manipulation, NumPy, Python Programming
状态：免费试用Arizona State University
您将获得的技能: Data Transformation, Engineering Management, Data-Driven Decision-Making, Computational Thinking, Exploratory Data Analysis, Data Storytelling, Data Integration, Capacity Management, Data Analysis, Decision Making, Data Warehousing, Data Strategy, Data Management, Small Data, Data Lakes, Unstructured Data, Business Intelligence, Data Governance, Data Access, Data Literacy
状态：免费试用Illinois Tech
您将获得的技能: NoSQL, Big Data, Model Evaluation, Apache Hadoop, Recurrent Neural Networks (RNNs), Deep Learning, Statistical Analysis, Data Visualization, Data Analysis, Exploratory Data Analysis, Apache Spark, Generative AI, Convolutional Neural Networks, Transfer Learning, Data Infrastructure, Data Cleansing, Real Time Data, Apache Kafka, Data Management, Machine Learning
状态：免费试用Fred Hutchinson Cancer Center
您将获得的技能: Bioinformatics, Molecular Biology, Data Processing, Data Analysis, Data Literacy, Exploratory Data Analysis, Laboratory Research, Metadata Management, Science and Research, R Programming, Spatial Data Analysis, Scientific Methods, Data Collection, Data Quality, Research, Quantitative Research, Informatics, Biology, Laboratory Techniques, Analysis
状态：免费试用Meta
您将获得的技能: Linux, Linux 命令, 命令行界面, 软件版本控制, 协作软件, 单元测试, Algorithm, 测试驱动开发（TDD）, 数据库管理, 编程原则, 计算思维, Django （网络框架）, 数据库管理员, 软件可视化, 数据仓库, 数据完整性, 数据库架构与管理, 伪代码, Query 语言, MySQL
状态：免费试用University of Colorado Boulder
您将获得的技能: Statistical Hypothesis Testing, Descriptive Statistics, Statistical Visualization, Data Transformation, Data Cleansing, Statistical Analysis, Regression Analysis, Probability, Probability Distribution, Sampling (Statistics), Box Plots, Histogram, R Programming, Statistical Methods, Scatter Plots, Microsoft Excel, Probability & Statistics, Statistics, Data Import/Export, Data Analysis
状态：免费试用CertNexus
您将获得的技能: 商业分析, 数据处理, 数据分析, 数据操作, 分类算法, 数据叙事, 数据预处理, 项目范围界定, 业务重点, 机器学习, 数据清理, 无监督学习, 利益相关者的参与, 统计分析, 模型评估, Jupyter, 探索性数据分析, 数据可视化, 摘录
状态：免费试用Johns Hopkins University
您将获得的技能: 软件安装, 数据结构, R 语言程序设计（中文版）, 数据操作, 生物信息学, 大数据, 数据导入/导出, 数据分析软件, 统计编程
状态：免费您将获得的技能: Power BI, Data Transformation, Data Preprocessing, Data Manipulation, Data Cleansing, Feature Engineering, Data Integration, Predictive Modeling, Data Quality
状态：预览您将获得的技能: Big Data, Data Processing, Data Analysis, Analytics, Data Lakes, Data Warehousing, Apache Spark, Data Storage Technologies, Apache Hadoop, Real Time Data, Distributed Computing
您将获得的技能: Cloud Security, Data Loss Prevention, Data Security, Personally Identifiable Information, Information Privacy, Cloud Computing, Google Cloud Platform, Cloud Services
状态：免费试用University of Maryland, College Park
您将获得的技能: 描述性统计, 知情同意, 斯塔塔, R 语言程序设计（中文版）, STATA （软件）, 数据整合, 抽样（统计）, 统计建模, 统计分析, 数据伦理, 逻辑回归, 数据分析软件, 回归分析
与 data lakes 相关的搜索
总之，以下是 10 最受欢迎的 data lakes 课程
- Mastering Data Analysis with Pandas: Coursera
- Dark Data Migration and Architecture: Arizona State University
- Data Analytics and Deep Learning: Illinois Tech
- Researcher's Guide to Omic Data: Fred Hutchinson Cancer Center
- 元数据库工程师: Meta
- Statistics and Applied Data Analysis: University of Colorado Boulder
- CertNexus 认证数据科学从业人员: CertNexus
- 用于基因组数据科学的生物导体: Johns Hopkins University
- PowerBI for Beginners: Data transformation: Coursera
- Big Data Technologies and Applications: Coursera
