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: Data Analysis Expressions (DAX), Power BI, Dashboard, Pivot Tables And Charts, Data Transformation, Data Visualization Software, Interactive Data Visualization, Data Modeling, Data Presentation, Data Manipulation, Business Intelligence, Microsoft Excel, Microsoft Power Platform, Report Writing, Data Cleansing
中级 · 课程 · 3-6 个月

University of Colorado System
您将获得的技能: C(编程语言), 数据可视化软件, 编程原则, 计算思维, 数据分析, 描述性统计, 统计分析, 数据结构
初级 · 课程 · 1-4 周

University of Michigan
您将获得的技能: 数据清理, 数据转换, 公共行政, 政策分析, 公共政策, 数据操作, 人口统计, Tidyverse(R 软件包), 数据可视化, 数据分析, R 语言程序设计(中文版), 统计编程, 调查
中级 · 课程 · 1-3 个月

您将获得的技能: Computational Thinking, Algorithms, Program Development, Software Development, Software Engineering, Programming Principles, Data Structures, Computer Programming, Javascript, Computer Science, Web Development
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Metadata Management, Data Sharing, Data Pipelines, Extract, Transform, Load, Google Cloud Platform, Data Migration, Data Warehousing, Data Infrastructure, Apache Airflow, Data Processing, Big Data, Data Management, Information Management, Cloud Storage, Apache Spark, Automation
初级 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: 统计, 统计方法, 定量研究, 数据扫盲, 分析, 描述性统计, 数据分析, 概率与统计, 研究设计, 数据可视化
初级 · 课程 · 1-4 周

您将获得的技能: Data Validation, Microsoft Excel, Spreadsheet Software, Data Entry, Data Integrity, Microsoft Office
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Model Deployment, Responsible AI, Statistical Modeling, Microsoft Azure, MLOps (Machine Learning Operations), Statistical Methods, Prompt Engineering, Data Science, Cloud Deployment, Retrieval-Augmented Generation, Artificial Intelligence and Machine Learning (AI/ML), Cloud Management, Model Evaluation, Data Management, AI Workflows, Azure Synapse Analytics, Cloud Computing, Data Pipelines, Continuous Monitoring, Machine Learning
中级 · 专项课程 · 1-3 个月

Imperial College London
您将获得的技能: 统计假设检验, 统计, 数据导入/导出, 数据扫盲, 概率分布, R(软件), 分析技能, 数据分析, 抽样(统计), 统计推理, 公共卫生, 描述性统计, R 语言程序设计(中文版)
初级 · 课程 · 1-4 周

Macquarie University
您将获得的技能: Information Privacy, Personally Identifiable Information, Data Security, Threat Modeling, Vulnerability Assessments, Cybersecurity, Vulnerability, Data Ethics, General Data Protection Regulation (GDPR), Cyber Risk, Data Governance, Data Integrity, Data Encryption Standard, Security Management, Security Software, Compliance Management, Risk Management, Data Access, Security Strategy, NIST 800-53
初级 · 课程 · 1-3 个月

Duke University
您将获得的技能: Performance Analysis, Performance Measurement, Customer Analysis, Dashboard, Market Opportunities, Business Metrics, Decision Making, Strategic Decision-Making, Agile Methodology, Real Time Data, Management Reporting, Business Intelligence, Organizational Effectiveness, Business Leadership, Data-Driven Decision-Making, Business Strategies, Data Analysis
中级 · 课程 · 1-4 周

您将获得的技能: Microsoft SQL Servers, Data Security, Microsoft Azure, Cloud Security, Database Management, Data Management, Data Access, Role-Based Access Control (RBAC)
中级 · 指导项目 · 不超过 2 小时