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。

University of Colorado Boulder
您将获得的技能: Tidyverse (R Package), Rmarkdown, R Programming, Ggplot2, Data Import/Export, Data Visualization, Data Manipulation, Data Visualization Software, Data Analysis, Data Science, Data Storytelling, Statistical Analysis, Relational Databases, Data Cleansing, Data Transformation, Statistical Programming, Data Integration, Software Installation, Programming Principles, Communication
初级 · 专项课程 · 1-3 个月

Digital Marketing Institute
您将获得的技能: Data-Driven Decision-Making, Data Ethics, Customer Analysis, Strategic Marketing, Strategic Decision-Making, Digital Marketing, Business Analytics, Marketing Analytics, Performance Measurement, Marketing Strategy and Techniques, Data Analysis, Pay Per Click Advertising, Data Management, Web Analytics and SEO, Marketing Automation, Smart Goals
初级 · 课程 · 1-4 周
University of Glasgow
您将获得的技能: 预测建模, 探索性数据分析, 临床数据管理, 描述性统计, 数据库设计, 互操作性, 电子病历, 分析, SQL, 关系数据库, 预测分析, 机器学习, 描述性分析, 临床信息学, 健康信息学, 医疗记录, 精准医疗, 数据挖掘, ICD 编码(ICD-9/ICD-10), 病人流程
中级 · 课程 · 1-4 周

University of Illinois Urbana-Champaign
您将获得的技能: C++(编程语言), 计算机编程, 工程软件, 数据结构, 调试, 计划发展, 面向对象编程(OOP), 开发环境, 面向对象设计
中级 · 课程 · 1-4 周

Università di Napoli Federico II
您将获得的技能: Unsupervised Learning, Supervised Learning, R Programming, R (Software), Artificial Neural Networks, Transfer Learning, Machine Learning, Exploratory Data Analysis, Tidyverse (R Package), Deep Learning, Predictive Modeling, Ggplot2, Regression Analysis, Dimensionality Reduction, Data Analysis, Data Wrangling, Data Modeling
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Google Sheets, Query Languages, Spreadsheet Software, Data Manipulation, Data Transformation, Data Cleansing, Excel Formulas, Data Management, Data Analysis, Cloud Computing
中级 · 项目 · 不超过 2 小时

您将获得的技能: Applied Machine Learning, Data Science, Python Programming, Scikit Learn (Machine Learning Library), NumPy, Computational Thinking, Machine Learning Algorithms, Pandas (Python Package), Data Preprocessing, Data Analysis, Exploratory Data Analysis, Programming Principles, Data Manipulation
初级 · 课程 · 1-4 周

Whizlabs
您将获得的技能: Amazon S3, Cloud Storage, Data Management, Data Storage Technologies, Data Storage, Network Troubleshooting, Disaster Recovery
初级 · 课程 · 1-4 周

您将获得的技能: Rmarkdown, Knitr, Exploratory Data Analysis, Dimensionality Reduction, Ggplot2, Plotly, Data Visualization, Data Visualization Software, Statistical Visualization, Data Storytelling, Statistical Analysis, Generative AI, R Programming, Correlation Analysis, Data Analysis, Tidyverse (R Package), Scatter Plots, Descriptive Statistics, Data Cleansing, Data Preprocessing
初级 · 课程 · 1-3 个月

Genentech
您将获得的技能: 风险管理, 质量保证, GitHub, 版本控制, 临床研究, 软件包和软件管理, R 语言程序设计(中文版), 临床数据管理, 数据共享, Agile 方法论, 临床试验, 可维护性, Devops, 统计报告, 敏捷软件开发, 数据质量
中级 · 课程 · 1-3 个月

LearnQuest
您将获得的技能: Relational Databases, SQL, Databases, Data Access, Data Manipulation, Database Management, Query Languages
初级 · 课程 · 1-4 周

University of Michigan
您将获得的技能: Relational Databases, Databases, Data Visualization Software, Web Scraping, Data Science, Scatter Plots, Data Manipulation, SQL, Data Processing, JSON, Application Programming Interface (API), Data Import/Export, Python Programming, Extensible Markup Language (XML), Hypertext Markup Language (HTML)
中级 · 课程 · 1-4 周