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：预览University of Leeds
您将获得的技能: Data Ethics, Ethical Standards And Conduct, Data-Driven Decision-Making, Responsible AI, Risking, Data Strategy, Analytical Skills, Data Literacy, Research Methodologies
状态：预览Johns Hopkins University
您将获得的技能: Health Equity, Health Disparities, Public Health, Social Determinants Of Health, Data Collection, Health Policy, Health Informatics, Data Analysis, Research, Surveys
状态：免费试用Duke University
您将获得的技能: 统计推理, 统计, 探索性数据分析, 贝叶斯统计, 描述性统计, 统计分析, 概率分布, 概率, R（软件）, R 语言程序设计（中文版）, 数据分析, 抽样（统计）
状态：免费试用University of Michigan
您将获得的技能: Python 程序设计, 数据操作, Pandas（Python 软件包）, 可视化（计算机制图）, 散点图, 统计可视化, 数据展示, 制图, 交互式数据可视化, 数据可视化软件, Matplotlib, 数据可视化, NumPy, 柱状图, 科学可视化
状态：免费试用Fred Hutchinson Cancer Center
您将获得的技能: Molecular Biology, Laboratory Research, Bioinformatics, Data Literacy, Science and Research, Data Analysis, Spatial Data Analysis, Scientific Methods, Data Processing, Quantitative Research, Informatics, Biology, Data Collection
状态：免费试用您将获得的技能: Generative AI, Anomaly Detection, Predictive Modeling, Text Mining, Predictive Analytics, Advanced Analytics, Data Cleansing, Prompt Engineering, Natural Language Processing, Unstructured Data, Data Analysis, Data Preprocessing, Statistical Analysis, Time Series Analysis and Forecasting, Model Evaluation, Exploratory Data Analysis
您将获得的技能: Matplotlib, Histogram, Plot (Graphics), Data Visualization, Seaborn, Scatter Plots, Data Visualization Software, Statistical Visualization, Graphing, Python Programming
状态：免费试用您将获得的技能: Pandas (Python Package), Text Mining, Data Manipulation, Data Cleansing, Data Analysis Software, Data Wrangling, Data Preprocessing
您将获得的技能: Google Analytics, Web Analytics, Content Performance Analysis, Marketing Analytics, Dashboard, User Accounts
状态：免费试用CertNexus
您将获得的技能: 项目范围界定, 数据驱动的决策制定, 利益相关者管理, 业务过程, 数据科学, 案例研究, 项目设计, 数据扫盲, 商业分析, 业务重点, 商务
状态：免费试用Whizlabs
您将获得的技能: Microsoft Azure, Azure Synapse Analytics, Data Integration, Cloud Storage, Data Lakes, Data Pipelines, Data Storage, Databricks, Microsoft SQL Servers, NoSQL, .NET Framework, Data Security, Real Time Data, Encryption, Scalability
状态：免费试用Corporate Finance Institute
您将获得的技能: Star Schema, Data Modeling, Extract, Transform, Load, Performance Tuning, Tableau Software, Database Design, Data Warehousing, Data Transformation, Data Integration
总之，以下是 10 最受欢迎的 data lakes 课程
- Data Science: Ethical decision-making in practice: University of Leeds
- Gender Foundations in Health Data: A Data for Health Course: Johns Hopkins University
- 使用 R 的概率与数据入门: Duke University
- 用 Python 进行应用绘图、制图和数据表示: University of Michigan
- Researcher's guide to RNA sequencing data: Fred Hutchinson Cancer Center
- Advanced Data Analysis with Generative AI: Microsoft
- Python for Data Visualization: Matplotlib & Seaborn: Coursera
- Intermediate Data Analysis Techniques with Pandas: Packt
- Getting Started in Google Analytics: Coursera
- 利用数据科学解决业务问题: CertNexus
