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

Northeastern University
您将获得的技能: Data Warehousing, Extract, Transform, Load, Data Integration, Data Modeling, Data Architecture, Star Schema, Data Governance, Database Design, Data Management, SQL, Relational Databases, Business Intelligence, Data Mining, Data Quality, Data Analysis, Systems Design
混合 · 课程 · 1-3 个月

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, Data Literacy, Statistical Visualization, Data-Driven Decision-Making, Data Visualization Software, Data Preprocessing, Data Mining, Exploratory Data Analysis, Data Cleansing, Graphing, Big Data, Programming Principles, Python Programming, NumPy
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, Big Data, Unified Modeling Language, Database Architecture and Administration, Data Storage Technologies, Data Management, Apache Hadoop, Apache Spark, Conceptual Design
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

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

Northeastern University
您将获得的技能: Data Storytelling, Text Mining, Data Warehousing, Unsupervised Learning, Database Design, Data Governance, Data Mining, Interactive Data Visualization, Generative AI, Web Scraping, Plotly, Classification Algorithms, PyTorch (Machine Learning Library), Operations Research, Supervised Learning, NoSQL, Database Theory, Exploratory Data Analysis, Time Series Analysis and Forecasting, Natural Language Processing
获得学位
学位 · 1-4 年

University of Illinois Urbana-Champaign
您将获得的技能: 机器学习, Model Evaluation, 大数据, 统计方法, 数据挖掘, 文本挖掘, 自然语言处理, 信息架构, 网络分析和搜索引擎优化, 非结构化数据, 矢量数据库, 模型评估
混合 · 课程 · 1-3 个月

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

Johns Hopkins University
您将获得的技能: 数据可视化, 数据预处理, 软件文档, 调试, 软件包和软件管理, R 程序设计, 单元测试, 技术文档, 数据可视化软件, 网络抓取, 交互式数据可视化, 数据转换, 传单(软件), 开放源码技术, Tidyverse(R 软件包), Ggplot2, 数据地图, 数据操作, 面向对象编程(OOP), 数据清理
初级 · 专项课程 · 3-6 个月
University of Glasgow
您将获得的技能: Deep Learning, Model Evaluation, Data Ethics, Health Informatics, ICD Coding (ICD-9/ICD-10), Clinical Data Management, Medical Records, Clinical Informatics, Descriptive Analytics, Database Design, AI Security, Electronic Medical Record, Responsible AI, Data Mining, Precision Medicine, Analytics, Recurrent Neural Networks (RNNs), Data Preprocessing, Machine Learning, Autoencoders
中级 · 专项课程 · 3-6 个月