数据工程课程可以帮助您学习数据建模、ETL(提取、转换、加载)流程和数据仓库技术。您可以掌握数据管道构建、数据库管理以及确保数据质量和完整性方面的技能。许多课程会介绍 Apache Spark、Hadoop 和 SQL 等工具,这些工具支持处理大型数据集和优化数据 Workflow。您还将探索 AWS 和 Azure 等云平台,这些平台可促进可扩展的数据解决方案,并提高您在各种环境中管理数据的能力。

您将获得的技能: Metadata Management, Extract, Transform, Load, Data Migration, Google Cloud Platform, Data Pipelines, Apache Airflow, Data Infrastructure, Data Sharing, Data Processing, Data Integration, IT Automation, Cloud Storage, Data Storage, Real Time Data, Serverless Computing
初级 · 课程 · 1-3 个月

MathWorks
您将获得的技能: 预测建模, 数据操作, 数据处理, 探索性数据分析, 非结构化数据, 降维, 文本挖掘, Matlab, 数据清理, 描述性统计, 数据转换, 数据整合, 数据可视化, 自然语言处理, 图像分析, 功能工程, 柱状图
中级 · 课程 · 1-3 个月

您将获得的技能: Data Migration, Google Cloud Platform, Cloud Storage, Extract, Transform, Load, Data Pipelines, Data Processing, Big Data, Data Warehousing, Data Integration, Data Storage, SQL, Data Transformation, Automation
初级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Statistical Hypothesis Testing, Correlation Analysis, Statistical Analysis, Statistical Software, Probability & Statistics, Data Analysis, R (Software), Data Visualization, Statistical Inference, Variance Analysis, Sampling (Statistics)
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中级 · 课程 · 1-3 个月

Northeastern University
您将获得的技能: Data Storytelling, Data Warehousing, Unsupervised Learning, Database Design, Data Governance, Data Mining, Interactive Data Visualization, Generative AI, Web Scraping, Plotly, Operations Research, Supervised Learning, NoSQL, Exploratory Data Analysis, Extract, Transform, Load, Database Management, Database Management Systems, Database Systems, Time Series Analysis and Forecasting, Natural Language Processing
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学位 · 1-4 年

University of California San Diego
您将获得的技能: 回归分析, 数据操作, 机器学习算法, 预测建模, 数据科学, 监督学习, 张力流, Scikit-learn (机器学习库), 功能工程, 数据清理, 设计思维, 预测分析, 统计方法, 应用机器学习, 分类与回归树 (CART), 深度学习
中级 · 课程 · 1-3 个月

您将获得的技能: Data Pipelines, Google Cloud Platform, Data Processing, Data Storage, Data Infrastructure, Data Architecture, Data Warehousing, Data Migration, Data Analysis, Data Transformation, Data Management, Automation, Data Security
高级设置 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: 数据可视化软件, 数据科学, Plotly, Rmarkdown, 交互式数据可视化, 闪亮(R 套件), R 语言程序设计(中文版), 数据可视化, 数据展示, 网络应用, 数据映射, 统计报告, 软件包和软件管理
混合 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Sampling (Statistics), Estimation, Risk Analysis, Statistical Methods, Statistical Software, Return On Investment, Statistical Analysis, Sample Size Determination, R (Software), Data Analysis, Business Risk Management, Probability & Statistics, Statistical Inference, Project Estimation, Business Analysis
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中级 · 课程 · 1-3 个月

Northeastern University
您将获得的技能: Data Storytelling, Statistical Visualization, Data-Driven Decision-Making, Data Visualization Software, Data Mining, Exploratory Data Analysis, Data Cleansing, Data Manipulation, Graphing, Big Data, Data Transformation, Programming Principles, Python Programming, Data Structures, NumPy, Scripting
混合 · 课程 · 1-4 周

您将获得的技能: Data Pipelines, Data Processing, Google Cloud Platform, Data Warehousing, Data Maintenance, Data Storage, Cloud Engineering, Data Infrastructure, Data Analysis, Data Architecture, Automation, Data Security
高级设置 · 课程 · 1-3 个月

您将获得的技能: Extract, Transform, Load, Apache Spark, Data Pipelines, Data Integration, Big Data, Data Infrastructure, Data Processing, Dataflow, Data Management, Data Architecture, Scalability
初级 · 课程 · 1-4 周