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。

IBM
您将获得的技能: 数据分析, 电子表格软件, 数据展示, 仪表板, IBM Cognos 分析, 分析技能, 微软Excel, 数据可视化软件, 透视表和图表, 数据可视化, 数据清理, 探索性数据分析
初级 · 课程 · 1-4 周

Northeastern University
您将获得的技能: Data Governance, Extract, Transform, Load, Data Warehousing, Data Integration, DevOps, Data Pipelines, CI/CD, Data Architecture, Infrastructure as Code (IaC), Data Quality, Amazon Redshift, Cloud Computing, Database Architecture and Administration, Cloud Computing Architecture, Analytics, Data Transformation, Amazon S3, Scalability
混合 · 课程 · 1-3 个月

Northeastern University
您将获得的技能: Data Storytelling, Statistical Visualization, Data-Driven Decision-Making, Data Visualization Software, Data Mining, Exploratory Data Analysis, Data Cleansing, Data Manipulation, Graphing, Big Data, Data Transformation, Programming Principles, Python Programming, Data Structures, NumPy, Scripting
混合 · 课程 · 1-4 周

Northeastern University
您将获得的技能: Database Management Systems, Data Modeling, Database Design, Database Systems, Database Theory, Big Data, Unified Modeling Language, Database Architecture and Administration, Data Storage Technologies, Apache Hadoop, NoSQL, Apache Spark, Conceptual Design, MongoDB
混合 · 课程 · 1-4 周

University of Maryland, College Park
您将获得的技能: Digital Transformation, Business Transformation, Customer experience strategy (CX), Data Strategy, Applied Machine Learning, Business Modeling, Analytics, Organizational Change, Machine Learning Software, Technology Strategies, Business Analytics, Customer Insights, Innovation, Organizational Strategy, Machine Learning, Business Strategy, Workforce Development, Strategic Decision-Making, Forecasting, Competitive Analysis
初级 · 课程 · 1-3 个月

University of Maryland, College Park
您将获得的技能: Digital Transformation, Business Transformation, Data Strategy, Agile Methodology, Analytics, Business Analytics, Leadership, Business Process Reengineering, Business Modeling, Business Strategy, Strategic Thinking, Competitive Analysis, Market Opportunities, Project Management
初级 · 课程 · 1-3 个月

Northeastern University
您将获得的技能: Data Storytelling, Data Warehousing, Unsupervised Learning, Database Design, Data Governance, Data Mining, Interactive Data Visualization, Generative AI, Web Scraping, Plotly, Operations Research, Supervised Learning, NoSQL, Exploratory Data Analysis, Extract, Transform, Load, Database Management, Database Management Systems, Database Systems, Time Series Analysis and Forecasting, Natural Language Processing
获得学位
学位 · 1-4 年

Northeastern University
您将获得的技能: Data Governance, Database Management, Database Systems, Databases, NoSQL, SQL, MongoDB, Relational Databases, Big Data, Graph Theory, Data Storage, Apache Hadoop, Data Manipulation
攻读学位
混合 · 课程 · 1-3 个月

Universidad Nacional Autónoma de México
您将获得的技能: MySQL, 可扩展性, 数据库, 数据库系统, SQL, NoSQL, 数据库管理系统, 商业智能, MongoDB, 数据库设计, 大数据, 数据建模, 预测分析, 关系数据库, 数据库管理, 数据库架构与管理, 数据挖掘, 数据仓库, 摘录, 信息系统
中级 · 专项课程 · 3-6 个月

University of Illinois Urbana-Champaign
您将获得的技能: 概率与统计, 网络分析和 SEO, 大数据, 文本挖掘, 模型评估, 信息架构, 机器学习, 非结构化数据, 网页抓取, 数据挖掘, 自然语言处理
混合 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: 交互式数据可视化, 技术文档, 数据预处理, 单元测试, 调试, Open Source 技术, 数据可视化软件, Ggplot2, 数据操作, 面向对象编程(OOP), 网页抓取, 传单(软件), 软件文档, 数据可视化, 可视化(计算机制图), 软件包和软件管理, 数据清理, R 语言程序设计(中文版), Tidyverse(R 软件包), 数据地图
初级 · 专项课程 · 3-6 个月
University of Glasgow
您将获得的技能: Deep Learning, Data Ethics, Health Informatics, ICD Coding (ICD-9/ICD-10), Clinical Data Management, Medical Records, Clinical Informatics, Descriptive Analytics, Database Design, Electronic Medical Record, Responsible AI, Data Mining, Precision Medicine, Analytics, Relational Databases, Electocardiography, Machine Learning, Machine Learning Methods, Applied Machine Learning, Image Analysis
中级 · 专项课程 · 3-6 个月