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。

Queen Mary University of London
您将获得的技能: Data Governance, 个人身份信息, 风险管理框架, 法律, 云计算, 信息隐私, 数据安全, 云服务, 一般数据保护条例》(GDPR), 监管要求, 云安全, 网络安全
初级 · 课程 · 1-4 周

您将获得的技能: Time Series Analysis and Forecasting, Exploratory Data Analysis, Model Evaluation, Feature Engineering, Data Preprocessing, Statistical Analysis, Forecasting, Regression Analysis, Python Programming, Data Analysis, Predictive Modeling, Data Science, Matplotlib, Pandas (Python Package), Scikit Learn (Machine Learning Library), Machine Learning Algorithms
中级 · 课程 · 1-4 周

您将获得的技能: Docker (Software), Web Applications, Containerization, Virtual Networking, CI/CD, YAML, Service Management, Capacity Management, Command-Line Interface
中级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: 数据结构, 软件设计, 中间件, 测试驱动开发(TDD), 数据库系统, 分布式计算, 区块链, 可维护性, 服务水平, 事务处理, 微服务, 数据架构, 大数据, 软件架构, 软件工程, 系统监控
攻读学位
高级设置 · 课程 · 1-4 周

您将获得的技能: Microservices, API Gateway, Scalability, Systems Architecture, Software Architecture, Data Management, Distributed Computing, Databases, API Design, Restful API, Software Design Patterns, NoSQL, GraphQL, Event-Driven Programming
中级 · 课程 · 1-3 个月

您将获得的技能: Apache Hadoop, Apache Hive, Big Data, Data Warehousing, Data Integration, Data Processing, Enterprise Application Management, Performance Tuning, Data Manipulation, Data Analysis, Distributed Computing, Data Import/Export, SQL, Data Transformation
混合 · 课程 · 1-3 个月

您将获得的技能: Apache Spark, PySpark, Model Evaluation, Data Preprocessing, Keras (Neural Network Library), Transfer Learning, Deep Learning, Tensorflow, A/B Testing, Data Ethics, Convolutional Neural Networks, Machine Learning Software, Data Cleansing, Machine Learning, Recurrent Neural Networks (RNNs), MLOps (Machine Learning Operations), Artificial Intelligence, Dimensionality Reduction
高级设置 · 课程 · 1-3 个月

您将获得的技能: Apache Spark, Scala Programming, Apache Hadoop, Apache Maven, Real Time Data, Data Processing, Scalability, Data Structures, Object Oriented Programming (OOP), Systems Integration
混合 · 课程 · 1-4 周
University of Michigan
您将获得的技能: 描述性统计, 统计分析, Python 程序设计, Matplotlib, Pandas(Python 软件包), 数据分析, 回归分析, 数据预处理, 统计推理, 数据清理, R 语言程序设计(中文版), 散点图, 相关性分析
中级 · 课程 · 1-3 个月

您将获得的技能: Microsoft Excel, Excel Formulas, Pivot Tables And Charts, Spreadsheet Software, Business Reporting, Data Visualization, Productivity Software, Data Management, Computer Literacy
混合 · 课程 · 1-4 周

您将获得的技能: Dataflow, Data Pipelines, Debugging, Google Cloud Platform, System Monitoring, Data Integrity, CI/CD, Data Processing, Unit Testing, Performance Tuning, Disaster Recovery
高级设置 · 课程 · 1-3 个月

Knowledge Accelerators
您将获得的技能: Prompt Engineering, Microsoft Copilot, Dashboard, Excel Macros, Microsoft 365, Data Presentation, Pivot Tables And Charts, Spreadsheet Software, Productivity, Productivity Software, Data Analysis, Workflow Management, Generative AI Agents, Automation, Artificial Intelligence, Customer Data Management, Business Consulting, Generative AI, Data Management, Leadership Development
中级 · 课程 · 1-3 个月