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。

Northeastern University
您将获得的技能: Natural Language Processing, Embeddings, Model Evaluation, Data Ethics, Responsible AI, Deep Learning, Recurrent Neural Networks (RNNs), Artificial Neural Networks, Data Preprocessing, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Supervised Learning, Machine Learning Algorithms, Classification Algorithms
混合 · 课程 · 1-4 周

您将获得的技能: Retrieval-Augmented Generation, OpenAI API, AI Workflows, Generative Model Architectures, Model Deployment, Hugging Face, Programming Principles, Computer Programming, Transfer Learning, Application Deployment, Context Management, Embeddings, User Interface (UI), Model Evaluation, Vector Databases, Debugging, Software Installation
中级 · 专项课程 · 3-6 个月
University of Manchester
您将获得的技能: 实验室测试, 环境问题, 化学, 工程计算, 工程设计流程, 故障分析, 石油和天然气, 工程学, 环境工程, 材料科学, 工艺工程, 工业设计, 化学工程
中级 · 课程 · 1-4 周
University of Colorado Boulder
您将获得的技能: Power Electronics, Control Systems, USB, Electronic Systems, Simulations, Engineering Documentation, Semiconductors, Electrical Engineering, Engineering Design Process, Electrical Systems, Electronic Components, Electrical Power, Hardware Design, Electronics, Technical Communication, Electronics Engineering, electromagnetics, Electric Power Systems, Simulation and Simulation Software, Design Specifications
攻读学位
中级 · 专项课程 · 3-6 个月

DeepLearning.AI
您将获得的技能: Python 程序设计, 数据操作, Machine Learning 方法, 机器学习, 数据预处理, NumPy, 代数, 降维, 数学建模, 线性代数, 应用数学, 高等数学
中级 · 课程 · 1-4 周

The Hong Kong University of Science and Technology
您将获得的技能: 面向对象编程(OOP), 统一模型语言, 面向对象设计, 软件开发, 项目规划, 需求分析, 图表设计, 系统要求, 软件系统, 软件工程, 模型评估, 功能要求, 项目管理, 数据建模, 系统开发生命周期
中级 · 课程 · 1-3 个月

您将获得的技能: Data Storytelling, Data Presentation, Storytelling, Interactive Data Visualization, Data Visualization, Infographics, Dashboard, Data Visualization Software, Presentations, Data-Driven Decision-Making, Persuasive Communication
中级 · 课程 · 1-4 周

University of California, Berkeley
您将获得的技能: Environmental Engineering, Robotics, Sustainable Engineering, Electronics Engineering, Civil Engineering, Manufacturing Processes, Control Systems, Electronic Components, Semiconductors, Engineering, Sustainable Technologies, Materials science, Electrical Engineering, Climate Change Mitigation
中级 · 课程 · 1-4 周

您将获得的技能: Information Architecture, Cascading Style Sheets (CSS), Browser Compatibility, HTML and CSS, Verification And Validation, Semantic Web, Web Development, Web Design and Development, Web Design, Development Testing, Data Validation, Design Strategies, User Interface (UI) Design
混合 · 课程 · 1-4 周

The Hong Kong University of Science and Technology
您将获得的技能: 软件设计, 质量保证, 面向对象设计, 系统分析, 流程驱动的开发, 统一模型语言, 系统设计, 项目规划, 系统开发, 软件开发生命周期, 软件架构, 软件工程, 项目管理, 软件设计模式
中级 · 课程 · 1-3 个月

Arizona State University
您将获得的技能: Engineering Design Process, Engineering Drawings, Prototyping, Drafting and Engineering Design, Mechanical Drawings, Computer-Aided Design, Technical Drawing, Robotics
初级 · 课程 · 1-4 周

您将获得的技能: ChatGPT, Prompt Engineering, Software Development Tools, Test Automation, Technical Design, Docker (Software), Technical Documentation, Unit Testing, Application Deployment, Application Programming Interface (API), Application Development, Technical Communication
中级 · 课程 · 1-3 个月