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, 数据可视化, Microsoft Excel, IBM Cognos 分析系统, 数据清理, 探索性数据分析, 数据展示, 数据可视化软件, 透视表和图表, 分析技能, 电子表格软件, 仪表板
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: Model Evaluation, 网络分析和搜索引擎优化, 大数据, 非结构化数据, 信息架构, 数据挖掘, 机器学习, 自然语言处理, 模型评估, 矢量数据库, 文本挖掘, 统计方法
混合 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: 单元测试, 数据转换, 数据可视化, Tidyverse(R 软件包), 网络抓取, Ggplot2, 软件包和软件管理, 技术文档, 调试, 交互式数据可视化, 开放源码技术, 数据清理, 数据地图, 数据预处理, 面向对象编程(OOP), 数据操作, 传单(软件), 数据可视化软件, 软件文档, R 程序设计
初级 · 专项课程 · 3-6 个月

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