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。

您将获得的技能: Data Visualization, Data Ethics, Data Integrity, Data Analysis, Tableau Software, Stakeholder Communications, Responsible AI, Verbal Communication Skills, Small Data, Decision Making, Stakeholder Analysis, Sampling (Statistics), Key Performance Indicators (KPIs), Probability & Statistics, Big Data, Data Sharing, Statistics, Spreadsheet Software, Concision, Solution Design
初级 · 专项课程 · 3-6 个月

您将获得的技能: Apache Airflow, Data Modeling, Data Pipelines, Data Storage, Data Architecture, Requirements Analysis, Data Warehousing, Query Languages, Data Preprocessing, Apache Hadoop, Vector Databases, Data Lakes, Amazon Web Services, File Systems, Apache Spark, Database Systems, Feature Engineering, Dataflow, Data Integration, Data Management
中级 · 专业证书 · 3-6 个月

您将获得的技能: Data Security, Data Migration, Data Governance, Extract, Transform, Load, Cloud Storage, Data Management, Data Integration, Data Architecture, Enterprise Architecture, Data Storage, Data Modeling, Data Quality, Personally Identifiable Information, Incident Response, Security Controls, Information Privacy, Data Infrastructure, Threat Detection, Law, Regulation, and Compliance, Database Architecture and Administration
高级设置 · 专项课程 · 1-3 个月

Board Infinity
您将获得的技能: Data Lakes, Data Processing, Google Cloud Platform, Data Warehousing, Data Integration, Data Management, Data Pipelines, Data Governance, Analytics, Data Quality, Data Security, Identity and Access Management, Automation
中级 · 课程 · 1-4 周

您将获得的技能: Google Cloud Platform, Data Pipelines, Cloud Engineering, Data Lakes, Data Infrastructure, Data Warehousing, Cloud Storage, Data Storage, Data Storage Technologies, Cloud Development, Data Processing, Scalability
中级 · 课程 · 1-3 个月

您将获得的技能: Data Modeling, Database Design, Extract, Transform, Load, Data Warehousing, Data Pipelines, Business Intelligence, Data Mart, Database Management, Data Management, Process Optimization, Data Quality, Data Transformation, Performance Testing
高级设置 · 课程 · 1-4 周

Microsoft
您将获得的技能: Power BI, 微软 Azure, 分析, 数据湖, 商业智能, 数据可视化软件, 大数据, 数据管道, 数据架构, 数据处理, 数据仓库, 云服务, 数据库, 数据可视化, Azure 突触分析, 数据整合
初级 · 课程 · 1-4 周

您将获得的技能: Data Lakes, Google Cloud Platform, Data Warehousing, Data Infrastructure, Cloud Storage, Data Architecture, Big Data, Cloud Engineering, Extract, Transform, Load, Data Pipelines, Data Processing, SQL, Data Transformation
中级 · 课程 · 1-3 个月

您将获得的技能: Data Integration, Data Pipelines, Data Lakes, Microsoft Azure, Azure Synapse Analytics, Performance Tuning, Data Processing, Data Migration, Data Transformation, Data Validation, Microsoft SQL Servers, Data Storage
中级 · 课程 · 1-4 周

Whizlabs
您将获得的技能: Data Governance, Extract, Transform, Load, Metadata Management, Role-Based Access Control (RBAC), Data Cleansing, Databricks, Data Management, Data Pipelines, Data Lakes, Amazon Web Services, Amazon Redshift, Data Security, Personally Identifiable Information, Data Warehousing, Data Quality, General Data Protection Regulation (GDPR), Data Integration, Data Validation, Fraud detection
中级 · 课程 · 1-4 周

Duke University
您将获得的技能: PySpark, Databricks, Data Pipelines, Apache Spark, MLOps (Machine Learning Operations), Apache Hadoop, Big Data, Data Warehousing, Data Quality, Data Integration, Data Processing, Database Architecture and Administration, DevOps, Distributed Computing, Data Transformation, SQL, Python Programming
高级设置 · 课程 · 1-4 周

您将获得的技能: Apache Kafka, Data Warehousing, Extract, Transform, Load, Microsoft SQL Servers, Snowflake Schema, Star Schema, Performance Tuning, Data Pipelines, Cloud Computing Architecture, Business Intelligence, Real Time Data, Apache Hadoop, Data Modeling, Data Quality, Responsible AI, Apache Spark, SQL, Generative AI, Data Governance, Quality Management
中级 · 专项课程 · 1-3 个月