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。

Fractal Analytics
您将获得的技能: Business Leadership, Generative AI, Responsible AI, Business Strategy, Data Strategy, Strategic Decision-Making, Organizational Strategy, Technology Strategies, Deep Learning, Artificial Intelligence, Organizational Development, Data Ethics, Human Centered Design, Data Quality, Data Pipelines, Design Thinking, Governance, User Centered Design, Ethical Standards And Conduct
中级 · 课程 · 1-3 个月

KodeKloud
您将获得的技能: Responsible AI, Amazon Bedrock, Prompt Engineering, Generative AI, Artificial Intelligence and Machine Learning (AI/ML), AWS SageMaker, Data Ethics, Amazon Web Services, Large Language Modeling, OpenAI, AI Product Strategy, Artificial Intelligence, Cloud Security, Machine Learning, Data Governance, Human Centered Design
初级 · 课程 · 1-3 个月

O.P. Jindal Global University
您将获得的技能: Supervised Learning, Tensorflow, Image Analysis, Artificial Neural Networks, Scikit Learn (Machine Learning Library), Python Programming, Machine Learning, Deep Learning, Unstructured Data, NumPy, Matplotlib, Natural Language Processing, Text Mining, Pandas (Python Package), Regression Analysis, Performance Tuning
攻读学位
初级 · 课程 · 1-3 个月

您将获得的技能: Data Storytelling, Dashboard, Data Presentation, Data Visualization, Database Design, MySQL, Presentations, Descriptive Statistics, Extract, Transform, Load, Business Intelligence, Data Visualization Software, IBM DB2, Tableau Software, Relational Databases, Star Schema, IBM Cognos Analytics, Interactive Data Visualization, Microsoft SQL Servers, Regression Analysis, Excel Formulas
初级 · 专业证书 · 3-6 个月

您将获得的技能: Large Language Modeling, Data Management, Data Validation, Data Cleansing, Natural Language Processing, MLOps (Machine Learning Operations), Data Transformation, Verification And Validation, Data Quality, Performance Tuning
中级 · 课程 · 1-4 周

您将获得的技能: Extract, Transform, Load, Apache Spark, Data Pipelines, PySpark, Apache Hadoop, Data Transformation, MySQL, Data Manipulation, Java Platform Enterprise Edition (J2EE), Data Store, Data Import/Export, Development Environment, Software Installation, System Configuration
混合 · 课程 · 1-4 周

您将获得的技能: CI/CD, Microsoft Azure, Data Lakes, Microsoft Power Platform, Azure Synapse Analytics, Data Pipelines, Analytics, Data Governance, Advanced Analytics, Data Security, Data Management, Data Analysis Expressions (DAX), Power BI, Microsoft Excel, Exploratory Data Analysis, Apache Spark, Application Deployment, SQL, Governance, Version Control
中级 · 课程 · 1-4 周

您将获得的技能: Dashboard, Kibana, System Monitoring, Automation, Scripting, Devops Tools, Python Programming, Data Visualization Software, Data Structures, JSON
混合 · 课程 · 1-4 周

您将获得的技能: Azure Synapse Analytics, Performance Tuning, System Monitoring, Data Lakes, Transact-SQL, Data Analysis Expressions (DAX), Star Schema, Microsoft Azure, Real Time Data, Power BI, Data Warehousing, Analytics, Apache Spark, Data Modeling, SQL Server Integration Services (SSIS), PySpark, Data Pipelines, Data Transformation, Debugging
中级 · 课程 · 1-4 周

Duke University
您将获得的技能: 基础设施即服务(IaaS), 云 Native 计算, 云 API, CI/CD, Google 云端平台, 云平台, 云计算, 应用程序部署, 云基础设施, Devops, MLOps(机器学习 Operator), 分布式计算, 机器学习, 技术交流, 微服务, 应用机器学习, 软件工程, 持续交付, 敏捷软件开发, 摘录
中级 · 专项课程 · 3-6 个月

您将获得的技能: Internet Of Things, Natural Language Processing, Telecommunications, Artificial Intelligence and Machine Learning (AI/ML), Automation, Network Performance Management, Network Planning And Design, Data Pipelines, Generative AI Agents, Generative AI, Wireless Networks, Artificial Intelligence, Emerging Technologies, Network Architecture, Digital Communications, Computer Networking, Network Protocols, Responsible AI, Communication, System Design and Implementation
初级 · 课程 · 1-4 周

IBM
您将获得的技能: SQL, 数据操作, IBM DB2, MySQL, 关系数据库, 数据建模, 数据库, 数据库设计, 数据库管理系统, 数据管理, Data Management, 数据完整性, PostgreSQL, 命令行界面, 数据库架构与管理
初级 · 课程 · 1-4 周