数据挖掘课程可以帮助您学习数据预处理、模式识别和预测建模技术。您可以掌握 Cluster、Classification 和 Anomaly Detection 等技能,从而支持从大型数据集中提取有意义的见解。许多课程都会介绍 Python、R 和 SQL 等工具,以及 RapidMiner 和 Weka 等软件,帮助您在实际数据分析项目中应用这些技能。

您将获得的技能: Plot (Graphics), Scripting, Scientific Visualization, Visualization (Computer Graphics), Graphing, Scalability, Text Mining, Statistical Analysis, Time Series Analysis and Forecasting, Programming Principles, Data Visualization, Descriptive Statistics, Mathematical Software, File I/O, Software Installation, Numerical Analysis, Mathematical Modeling, Predictive Modeling, Python Programming, Data Analysis
初级 · 专项课程 · 1-3 个月

您将获得的技能: Application Security, Infrastructure Security, Data Security, Information Systems Security, Internet Of Things, Threat Modeling, Cybersecurity, Cloud Security, Security Engineering, Cryptography, Secure Coding, Network Security, Cyber Risk, Cyber Attacks, Mobile Security, Vulnerability, Vulnerability Scanning, Cloud Services, Web Applications, Cloud Platforms
混合 · 课程 · 1-4 周

您将获得的技能: Pandas (Python Package), Data Import/Export, Matplotlib, Pivot Tables And Charts, Jupyter, Data Visualization Software, Data Visualization, Microsoft Excel, Data Analysis, Text Mining, Data Manipulation, Data Cleansing, NumPy, Data Analysis Software, Data Wrangling, Time Series Analysis and Forecasting, Python Programming, Data Preprocessing, Data Structures, Development Environment
中级 · 专项课程 · 3-6 个月

您将获得的技能: Data Security, Data Migration, Data Governance, Extract, Transform, Load, Cloud Storage, Data Architecture, Data Management, Data Integration, Data Storage, Enterprise Architecture, Data Quality, Personally Identifiable Information, Data Modeling, Incident Response, Security Controls, Information Privacy, Data Infrastructure, Data Warehousing, Threat Detection, Law, Regulation, and Compliance
高级设置 · 专项课程 · 1-3 个月

The University of Edinburgh
您将获得的技能: 统计建模, Python 程序设计, 数据伦理, 大数据, 健康信息学, 数据科学, 网络分析, 机器学习, 数据整合, 生物医学技术, 图论, 自然语言处理, 精准医疗, 图像分析, 生物信息学
中级 · 课程 · 1-3 个月

您将获得的技能: Microsoft Excel, Pivot Tables And Charts, Excel Formulas, Data Presentation, Data Storytelling, Data Visualization Software, Microsoft Copilot, Statistical Analysis, Data Analysis, Statistical Methods, Data Integration, Data-Driven Decision-Making
初级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Big Data, Data Import/Export, Data Analysis, Analytics, Google Cloud Platform, Query Languages, Cloud Computing
初级 · 项目 · 不超过 2 小时

您将获得的技能: Data Storytelling, Data Presentation, Data-Driven Decision-Making, Data Visualization, Interactive Data Visualization, Dashboard, Data Visualization Software, Tableau Software, Data Analysis, Exploratory Data Analysis
中级 · 指导项目 · 不超过 2 小时

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

Johns Hopkins University
您将获得的技能: 健康信息管理, 电子病历系统, 数据库, 互操作性, 健康信息学, 大数据, 数据科学, 数据质量, 医疗记录, 临床信息学, Query 语言, 医疗保健, 数据分析
初级 · 课程 · 1-4 周

Databricks
您将获得的技能: 统计建模, 贝叶斯统计, 数据科学, 模拟, 数据库, 统计分析, Python 程序设计, 马尔可夫模型, 统计, 统计编程, 预测建模, 抽样(统计), 概率, 应用机器学习, 统计方法, 逻辑回归, 回归分析, Jupyter, 模型评估, 概率分布
初级 · 专项课程 · 1-3 个月

Tsinghua University
您将获得的技能: Data Structures, Database Design, Query Languages, Algorithms, Computer Programming
中级 · 课程 · 1-3 个月