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。

The Hong Kong University of Science and Technology
您将获得的技能: 高等教育, 政治科学, 数据分析, 案例研究, 社会经济学, 研究, 世界历史, 大数据, 社会学, 趋势分析, 经济学, 社会科学
混合 · 课程 · 1-3 个月

Duke University
您将获得的技能: Python Programming, Simulations, Debugging, Pandas (Python Package), Program Development, Unit Testing, Test Case, Data Science, Software Design, Computational Thinking, Integration Testing, Computer Programming, Object Oriented Programming (OOP), Data Manipulation, Software Development
初级 · 课程 · 1-4 周

您将获得的技能: Dataflow, Serverless Computing, Data Pipelines, Identity and Access Management, Cloud Security, Data Security, Google Cloud Platform, Data Processing, Containerization
中级 · 课程 · 1-3 个月

您将获得的技能: Real Time Data, Digital Transformation, Looker (Software), Business Intelligence, Data Strategy, Data Transformation, Business Intelligence Software, Google Cloud Platform, Big Data, Analytics, Data Storage, Data Storage Technologies, Data Pipelines, Dataflow, Data Management, Cloud Solutions
初级 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: 积分微积分, 几何学, 应用数学, 高等数学, 数值分析, 数学建模, 概率, 微积分
中级 · 课程 · 1-4 周
University of Michigan
您将获得的技能: 文本挖掘, 面试技巧, 定性研究, 数据质量, 数据收集, 抽样(统计), 研究方法, 非结构化数据, 调查, Data Validation
初级 · 课程 · 1-4 周

您将获得的技能: Data Storage Technologies, Data Storage, File Systems, Information Management, Data Centers, Servers, Data Management, Disaster Recovery, Data Integrity, Infrastructure Architecture, Enterprise Architecture, Configuration Management, System Configuration, Scalability
初级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Dataflow, Data Pipelines, Serverless Computing, Data Processing, Apache Kafka, Cloud Security, Identity and Access Management, Debugging, Google Cloud Platform, System Monitoring, Real Time Data, Data Integrity, Data Transformation, CI/CD, Containerization, Data Storage Technologies, SQL, Unit Testing, Performance Tuning, Scalability
中级 · 专项课程 · 3-6 个月

您将获得的技能: Rmarkdown, Autoencoders, Shiny (R Package), Deep Learning, Recurrent Neural Networks (RNNs), Transfer Learning, Model Evaluation, R (Software), Data Import/Export, Classification Algorithms, Reinforcement Learning, R Programming, Ggplot2, Data Manipulation, Convolutional Neural Networks, Plotly, Applied Machine Learning, Machine Learning Algorithms, Artificial Intelligence, Dimensionality Reduction
初级 · 专项课程 · 3-6 个月
Johns Hopkins University
您将获得的技能: Health Policy, Data Presentation, Health Disparities, Health Equity, Health Informatics, Data Literacy, Epidemiology, Data Quality, Public Health, Data-Driven Decision-Making, Policy Analysis, Data Analysis, Data Visualization Software
初级 · 课程 · 1-4 周

Universidades Anáhuac
您将获得的技能: Data Cleansing, Database Management, SQL, Databases, Data Visualization Software, Pandas (Python Package), Data Science, Jupyter, Data Manipulation, Web Scraping, Data Processing, Data Collection, Python Programming, Matplotlib, Machine Learning
初级 · 课程 · 1-4 周

您将获得的技能: Clinical Trials, Clinical Data Management, Clinical Research, Case Report Forms, SAS (Software), Statistical Reporting, Pharmaceuticals, Data Analysis, Statistical Analysis, Informed Consent, Data Manipulation, Descriptive Statistics
初级 · 课程 · 1-4 周