Data Lakes

Data Lake 是集中式存储库,允许您在任何 Scale 存储所有结构化和非结构化数据。Coursera 的数据湖目录教您创建、管理和利用数据湖进行 Big Data Analytics 的原理。您将学习如何设计和实施数据湖基础设施,管理数据摄取、存储和消费,并针对各种分析需求优化数据湖架构。您还将了解数据湖中的数据隐私、安全和治理。无论您是数据科学家、数据工程师、IT 经理,还是对处理 Big Data Analytics 感兴趣的人,这项技能都很有价值。
21凭据
45门课程

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获得晋升所需的知识和技能。

  • 此角色有 US$148,224 工资中位数¹.

    描述:

    A Data Architect designs and oversees data systems, ensuring efficient storage, security, and accessibility to support business objectives.

    此角色有 US$148,224 工资中位数¹.

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探索 Data Lake 课程目录

  • 状态:免费试用

    DeepLearning.AI

    您将获得的技能: 数据库, 数据库系统, 数据湖, 数据库管理系统, SQL, 数据架构, 数据存储, Apache Spark, 亚马逊网络服务, 云存储, 性能调整, Query 语言, 数据仓库

  • 状态:免费试用

    您将获得的技能: Data Lakes, Data Warehousing, Data Pipelines, Data Infrastructure, Data Architecture, Cloud Storage, Google Cloud Platform, Data Processing, Big Data, Cloud Solutions, SQL, Query Languages

  • 状态:免费试用

    您将获得的技能: Data Pipelines, Google Cloud Platform, Dataflow, Data Lakes, Extract, Transform, Load, Real Time Data, Tensorflow, MLOps (Machine Learning Operations), Cloud Infrastructure, Data Warehousing, Cloud Storage, Data Infrastructure, Cloud Solutions, Big Data, Data Transformation, Data Processing, Data Architecture, Artificial Intelligence and Machine Learning (AI/ML), Unstructured Data, Applied Machine Learning

  • 状态:免费试用

    您将获得的技能: Data Governance, Descriptive Analytics, Data Storytelling, Supply Chain, Supply Chain Management, Demand Planning, Presentations, Data Visualization, Supply Chain Systems, Supply Chain Planning, Transportation, Supply Chain, and Logistics, Process Improvement, Data Management, Data Lakes, Predictive Analytics, Forecasting, Data Analysis, Data Analysis Software, Real Time Data, Problem Solving

  • 状态:新
    状态:免费试用

    您将获得的技能: Databricks, Apache Spark, Microsoft Azure, PySpark, Data Lakes, Data Processing, Jupyter, File Systems, File Management, Cloud Storage, Cloud Computing Architecture

  • 您将获得的技能: Data Lakes, Google Cloud Platform, Data Warehousing, Data Infrastructure, Cloud Storage, Cloud Solutions, Data Architecture, Data Pipelines, Big Data, Data Processing, SQL, Scalability

  • 状态:免费试用

    您将获得的技能: Dataflow, Google Cloud Platform, Data Pipelines, Looker (Software), Data Lakes, Data Warehousing, Real Time Data, Data Processing, Big Data, Cloud Infrastructure, Data Infrastructure, Dashboard, Data Architecture, Apache Airflow, Extract, Transform, Load, Cloud Storage, MLOps (Machine Learning Operations), Tensorflow, Serverless Computing, Cloud Engineering

  • 状态:预览

    您将获得的技能: Data Lakes, Data Warehousing, Data Pipelines, Data Infrastructure, Data Architecture, Cloud Engineering, Cloud Storage, Google Cloud Platform, Data Storage, Big Data, Data Storage Technologies, Data Processing, Database Design, SQL

  • 状态:新
    状态:免费试用

    您将获得的技能: Data Lakes, Microsoft Azure, Stored Procedure, Data Architecture, Performance Tuning, Data Management, Query Languages, Data Manipulation, Scripting, SQL, Data Processing, Windows PowerShell, Microsoft Visual Studio, Command-Line Interface, Heat Maps

  • 状态:免费试用

    您将获得的技能: Data Pipelines, Dataflow, Google Cloud Platform, Real Time Data, Data Maintenance, Data Lakes, Data Storage, MLOps (Machine Learning Operations), Data Analysis, Data Warehousing, Data Processing, Extract, Transform, Load, Cloud Engineering, Data Infrastructure, Cloud Infrastructure, Apache Airflow, Cloud Storage, Big Data, Tensorflow, Unstructured Data

  • 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, Data Warehousing, Data Strategy, Data Management, Data Lakes, Unstructured Data, Business Intelligence, Data Governance, Data Access, Data Literacy, Solution Design, Data Quality

  • 状态:免费试用

    您将获得的技能: 数据分析, 数据科学, 数据湖, 机器学习, 数据库, MLOps(机器学习 Operator), 数据管道, LLM 申请, 负责任的人工智能, 摘录, CI/CD, Apache Spark, 大型语言模型, 数据转换, 生成式人工智能

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