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。

您将获得的技能: Extract, Transform, Load, Data Pipelines, Data Integration, File Management, Scalability, Data Processing, Context Management, Java, Data Transformation, Maintainability
混合 · 课程 · 1-4 周

您将获得的技能: Matplotlib, Seaborn, Plot (Graphics), Scatter Plots, Histogram, Data Visualization, Data Visualization Software, Statistical Visualization, Data Analysis, Python Programming
初级 · 指导项目 · 不超过 2 小时

University of Washington
您将获得的技能: 数据整理, 统计, 预测建模, 模型评估, 数据收集, 数据科学, Python 程序设计, 数据预处理, 数据整合, 预测分析, 数据分析, 统计建模, R 语言程序设计(中文版), 功能工程, 应用机器学习, Data Validation, 研究
混合 · 课程 · 1-3 个月

Institut Mines-Télécom
您将获得的技能: Data Governance, Digital Transformation, Data Modeling, Data Management, Data Strategy, General Data Protection Regulation (GDPR), Information Management, Data Literacy, Business Intelligence, Data Quality, Business Analytics, Data-Driven Decision-Making, Information Privacy, Data Analysis, Data Visualization, Big Data, Artificial Intelligence, Business Strategy
初级 · 课程 · 1-3 个月

您将获得的技能: Data Visualization, Data Presentation, Responsible AI, Data Storytelling, Prompt Engineering, Data Analysis, AI Enablement, Oral Expression
初级 · 课程 · 1-4 周

您将获得的技能: Data Governance, Personally Identifiable Information, Information Privacy, Data Security, General Data Protection Regulation (GDPR), Data Ethics, Data Management, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Security Strategy, Compliance Management, Regulatory Compliance, Data Integrity, Risk Mitigation, Risk Analysis, Cross-Functional Collaboration, Encryption, Accountability
初级 · 课程 · 1-4 周

您将获得的技能: Exploratory Data Analysis, Box Plots, Plot (Graphics), Data Visualization, Ggplot2, Data Visualization Software, Statistical Visualization, Scatter Plots, Histogram, Graphing, Python Programming
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Model Deployment, Google Cloud Platform, Real Time Data, Data Pipelines, Data Lakes, Dataflow, Data Preprocessing, Data Warehousing, Apache Airflow, Data Import/Export, Big Data, Data Transformation, Data Governance, Tensorflow, Feature Engineering, Data Architecture, Dashboard, Apache Spark, Data Processing, Unstructured Data
中级 · 专项课程 · 3-6 个月

您将获得的技能: Splunk, Lightweight Directory Access Protocols, System Monitoring, Scripting, Dashboard, Business Intelligence, Scatter Plots, Pivot Tables And Charts, Servers, Data Visualization Software, Data-Driven Decision-Making, Software Installation, Role-Based Access Control (RBAC), Data Analysis Expressions (DAX), Data Pipelines, Authentications, Unstructured Data, Data Visualization, Windows Servers, Network Troubleshooting
初级 · 专项课程 · 3-6 个月

University of California San Diego
您将获得的技能: Algorithm, 面向对象编程(OOP), 软件设计, 图论, 理论计算机科学, 面向对象设计, 计算思维, 应用程序开发, Java, 数据结构, Java 编程, Networking 路由器, 可维护性
中级 · 课程 · 1-3 个月

您将获得的技能: Data Storytelling, Data Visualization, Matplotlib, Plotly, Scientific Visualization, Seaborn, Exploratory Data Analysis
中级 · 课程 · 1-4 周

您将获得的技能: Time Series Analysis and Forecasting, SAS (Software), Forecasting, Recurrent Neural Networks (RNNs), Feature Engineering, Statistical Analysis, Data Analysis, Digital Signal Processing, Statistical Methods, Regression Analysis, Exploratory Data Analysis, Predictive Modeling, Applied Machine Learning, Advanced Analytics, Statistical Modeling, Unsupervised Learning, Data Preprocessing, Bayesian Statistics, Model Evaluation, Automation
中级 · 专项课程 · 3-6 个月