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。

Johns Hopkins University
您将获得的技能: Rmarkdown, Data Science, Version Control, R (Software), Big Data, R Programming, Data Visualization Software, General Science and Research, GitHub, Statistical Programming, Git (Version Control System), Data Analysis, Exploratory Data Analysis, Integrated Development Environments, Software Installation
混合 · 课程 · 1-4 周

您将获得的技能: 数据清理, 探索性数据分析, 数据操作, 数据收集, 数据叙事, 数据整理, 数据展示, 交互式数据可视化, 预测建模, 闪亮(R 套件), 统计建模, 仪表板, 数据科学, 数据转换, Ggplot2, R 语言程序设计(中文版), 数据可视化, 数据分析, Tidyverse(R 软件包), 回归分析
中级 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: Precision Medicine, Game Theory, Reinforcement Learning, Data-Driven Decision-Making, Clinical Trials, Bioinformatics, Data Analysis, Image Analysis, Analytics, Markov Model, Bayesian Statistics, Time Series Analysis and Forecasting, Forecasting, Data Science, Strategic Decision-Making, Statistical Methods, Anomaly Detection, Applied Machine Learning, Cybersecurity, Statistical Analysis
中级 · 专项课程 · 3-6 个月

IBM
您将获得的技能: 数据管道, 仪表板, Data Mart, 星形模式, MySQL, 数据建模, 数据仓库, SQL, 数据转换, PostgreSQL, 数据库设计, 统计报告, IT 自动化, IBM Cognos 分析, 数据架构, 摘录
中级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Python 程序设计, 计算机编程, 数据操作, 绘图(图形), 软件包和软件管理, Pandas(Python 软件包), 数据可视化软件, Matplotlib, 数据科学, 计算机科学, 功能设计, 数据可视化, 软件工程, 数据导入/导出, 编程原则, 脚本语言, NumPy, 柱状图, Seaborn, 脚本
初级 · 专项课程 · 1-3 个月

Macquarie University
您将获得的技能: Pivot Tables And Charts, Sample Size Determination, Data Visualization, Statistical Inference, Data Visualization Software, Statistical Hypothesis Testing, Statistics, Data-Driven Decision-Making, Microsoft Excel, Correlation Analysis, Descriptive Statistics, Probability & Statistics, Data Analysis, Forecasting, Regression Analysis, Business Analytics, Spreadsheet Software, Statistical Modeling, Statistical Visualization, Data Presentation
初级 · 专项课程 · 3-6 个月

SkillUp
您将获得的技能: Data Migration, Data Integration, Enterprise Architecture, Data Management, Data Infrastructure, Data Pipelines, Data Integrity, Data Storage
高级设置 · 课程 · 1-3 个月

Accenture
您将获得的技能: Python 程序设计, 计算机编程, 数据收集, 计算机安全意识培训, 信息技术, 新兴技术, 区块链, 计算机硬件, 数字扫盲, 数据驱动的决策制定, 计算机扫盲, 微软Excel, 云计算, 数据分析, 生产力软件, 网络开发, 商业技术, 数字通信, Javascript, 数据扫盲
初级 · 课程 · 1-4 周

您将获得的技能: Exploratory Data Analysis, Predictive Modeling, Model Evaluation, Matplotlib, A/B Testing, Box Plots, Sampling (Statistics), Data Analysis, Regression Analysis, Statistical Inference, Data Visualization, Descriptive Statistics, Scikit Learn (Machine Learning Library), Data Science, Probability & Statistics, Estimation, Statistical Analysis, NumPy, Machine Learning, Python Programming
初级 · 专项课程 · 1-4 周

Ball State University
您将获得的技能: Statistical Methods, Probability & Statistics, Statistical Modeling, Statistical Programming, Statistical Analysis, Probability Distribution, Statistical Inference, Bayesian Statistics, Data Science, Sampling (Statistics), Statistical Hypothesis Testing, R Programming, Dimensionality Reduction, Simulations, Statistical Visualization
攻读学位
中级 · 课程 · 1-3 个月

Illinois Tech
您将获得的技能: Health Informatics, Medical Records, Health Information Management, Interoperability, Health Care, Electronic Medical Record System, Clinical Data Management, Internet Of Things, Emerging Technologies, Data Management, Unstructured Data, Data Integration, Data Modeling, Data Transformation, Scalability
混合 · 课程 · 1-4 周

您将获得的技能: Mac OS, Data Management, File Management, Unix Commands, Unix, Application Performance Management, Data Storage, Application Deployment, Data Security, Application Security, Disaster Recovery
中级 · 课程 · 1-4 周