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。

Board Infinity
您将获得的技能: Power BI, Data Analysis Expressions (DAX), Interactive Data Visualization, Data Storytelling, Dashboard, Data Visualization Software, Business Intelligence, Data Security, Data Integration, Data Transformation, Data Management, Data Modeling, Data Cleansing, Software Installation
中级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: 卫生系统, 医疗保健管理, 健康信息学, IT 管理, 变更控制, 卫生政策, 医疗保健项目管理, 健康信息管理, 数据科学, 解决方案设计, 健康信息管理与医疗记录, 临床领导, 决策支持系统, 健康技术, 临床信息学, 医疗记录, 医疗保健行业知识, 信息学, 医疗保健, 电子病历系统
初级 · 专项课程 · 3-6 个月

您将获得的技能: Microsoft Excel, Excel Formulas, Pivot Tables And Charts, Spreadsheet Software, Business Reporting, Data Visualization, Productivity Software, Data Management, Computer Literacy
混合 · 课程 · 1-4 周

University of Michigan
您将获得的技能: 探索性数据分析, 趋势分析, 散点图, 统计可视化, 数据展示, 绘图(图形), Ggplot2, R(软件), 数据可视化软件, 公共行政, 平面和视觉设计, R 语言程序设计(中文版), 政策分析, 数据可视化, 数据分析, 柱状图, Tidyverse(R 软件包)
中级 · 课程 · 1-4 周

您将获得的技能: Time Series Analysis and Forecasting, Exploratory Data Analysis, Model Evaluation, Feature Engineering, Data Preprocessing, Statistical Analysis, Forecasting, Regression Analysis, Python Programming, Data Analysis, Predictive Modeling, Data Science, Matplotlib, Pandas (Python Package), Scikit Learn (Machine Learning Library), Machine Learning Algorithms
中级 · 课程 · 1-4 周

您将获得的技能: Power BI, Dashboard, Business Intelligence, Data Presentation, Data Storytelling, Data Visualization Software, Data Transformation, Data Analysis Expressions (DAX), Business Analytics, Data Modeling, Star Schema, Data-Driven Decision-Making, Pivot Tables And Charts, Key Performance Indicators (KPIs), Interactive Data Visualization, Microsoft Power Platform, Microsoft Excel, Data Management, Data Analysis, Advanced Analytics
中级 · 专项课程 · 1-3 个月

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

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

您将获得的技能: MySQL, Business Intelligence, Role-Based Access Control (RBAC), SQL, Relational Databases, Data Presentation, Data Visualization Software, Database Management, Databases, Data Access, Query Languages, Data Transformation, Performance Tuning
初级 · 课程 · 1-4 周

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: 数据管理, 数据库, 数据流, Google 云端平台, 数据库管理员, 数据导入/导出, 数据存储技术, 数据库架构与管理, 云 API
初级 · 项目 · 不超过 2 小时

Microsoft
您将获得的技能: Stored Procedure, Star Schema, Microsoft SQL Servers, Database Design, Relational Databases, Data Integrity, Database Development, Data Integration, SQL, Transaction Processing, Power BI, Data Warehousing, Database Management, Transact-SQL, Data Maintenance, Databases, Query Languages, Database Architecture and Administration, Database Systems, Data Management
初级 · 专业证书 · 3-6 个月