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: Real Time Data, Data Lakes, Model Deployment, Google Cloud Platform, Feature Engineering, PySpark, Data Pipelines, Cloud Storage, Data Import/Export, Dataflow, Big Data, Apache Spark, Apache Hadoop, Dashboard, Data Architecture, Data Governance, Apache Kafka, Data Infrastructure, Tensorflow, Data Warehousing
您将获得的技能: Pandas (Python Package), NumPy, Data Manipulation, Data Preprocessing, Package and Software Management, Data Analysis, Data Transformation, Data Integration, JSON, Object Oriented Programming (OOP), Data Wrangling, Data Science, Python Programming, Computer Programming, Programming Principles, Data Import/Export, Software Design, Mathematical Software, Computational Logic, Data Structures
University of Colorado Boulder
您将获得的技能: 商业智能, 数据管理, Data Management, 关系数据库, 数据伦理, 数据分析, 分析, 商业分析, 大数据, 数据存储, 数据驱动决策, 云计算, 查询语言, 数据访问, 组织结构, 数据质量
University of California, Davis
您将获得的技能: 数据管理, 数据科学, 关系数据库, 数据分析, 数据库设计, 数据操作, 描述性统计, 查询语言, 数据质量, 数据建模
Meta
您将获得的技能: 探索性数据分析, 数据管理, Data Management, 数据故事, 数据收集, 市场营销, 数据分析, 分析, 业务指标, 数据清理, 数据操作, 数据质量, 数据建模, 数据验证, 关键绩效指标 (KPI), 数据可视化, 生成式人工智能, 业务分析, 数据展示
University of Michigan
您将获得的技能: Python 编程, 数据可视化软件, 模型评估, 图论, 网络分析, 数据预处理, Matplotlib, 科学可视化, 文本挖掘, 可视化（计算机制图）, 社交网络分析, 功能工程, 应用机器学习, 交互式数据可视化, Pandas（Python 软件包）, NumPy, 自然语言处理, 数据操作, 监督学习, 数据可视化
Amazon Web Services
您将获得的技能: Infrastructure as Code (IaC), Cloud Engineering, Serverless Computing, CI/CD, Data Infrastructure, Amazon Web Services, Data Architecture, AWS Identity and Access Management (IAM), AWS CloudFormation, Infrastructure Architecture, Security Controls, Cloud Applications, Amazon CloudWatch, Terraform
Duke University
您将获得的技能: 数据科学, 贝叶斯统计, 制图, 算术, 代数, 概率, 微积分, 普通数学
您将获得的技能: Data Governance, Governance, Data Management, Compliance Management, Data Architecture, General Data Protection Regulation (GDPR), Data Strategy, Regulatory Compliance, Data Security, Cloud Security, Metadata Management, Information Management, Regulatory Requirements, Data Integrity, Data Quality, Data Access, Cloud Computing, Risk Management
University of Michigan
您将获得的技能: Python 编程, 数据转换, 统计分析, 数据科学, 数据预处理, 数据分析, 数据清理, 数据导入/导出, 透视表和图表, NumPy, 编程原则, 数据操作, Pandas（Python 软件包）
您将获得的技能: Data Storytelling, Data Visualization, Statistical Hypothesis Testing, Data Visualization Software, Interactive Data Visualization, Data Presentation, Health Informatics, Data Analysis, Healthcare Ethics, Technical Communication, Supervised Learning, Looker (Software), Statistical Analysis, Statistics, Predictive Analytics, Health Care, Healthcare Industry Knowledge, Data Literacy, Health Technology, Regression Analysis
您将获得的技能: LinkedIn, Data Analysis, Data Processing, Spreadsheet Software, Case Studies, Google Sheets, Analysis, Analytical Skills, Interviewing Skills, AI Enablement, Data Storytelling, Data Visualization Software, Business Analytics, Artificial Intelligence, Portfolio Management, Research Reports, Data Cleansing, Data Visualization, Presentations
总之，以下是 10 最受欢迎的 data lakes 课程
- Preparing for Google Cloud Certification: Cloud Data Engr: Google Cloud
- Google Data Analysis with Python: Google
- 商业数据分析入门: University of Colorado Boulder
- 数据科学 SQL: University of California, Davis
- 数据分析导论: Meta
- 借助 Python 应用数据科学: University of Michigan
- Data Engineering on AWS - Foundations: Amazon Web Services
- 数据科学数学技能: Duke University
- Fundamentals of Data Governance: Edureka
- Python 中的数据科学导论: University of Michigan
