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: 微软Excel, 数据展示, IBM Cognos 分析, 数据可视化软件, 分析技能, 透视表和图表, 电子表格软件, 数据分析, 数据清理, 数据可视化, 仪表板, 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, 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

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, New Business Development, Project Management, Case Studies
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, Data Warehousing, Unsupervised Learning, Database Design, Data Governance, Data Mining, Interactive Data Visualization, Generative AI, Web Scraping, Plotly, Operations Research, Supervised Learning, NoSQL, Database Theory, Exploratory Data Analysis, Extract, Transform, Load, Database Management, Database Systems, Time Series Analysis and Forecasting, Natural Language Processing
获得学位
学位 · 1-4 年

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

University of Illinois Urbana-Champaign
您将获得的技能: 机器学习, 模型评估, 概率与统计, 自然语言处理, 网络分析和 SEO, 文本挖掘, 大数据, 信息架构, 非结构化数据, 网页抓取, 数据挖掘
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, 软件包和软件管理, 数据预处理, 调试, 数据可视化软件, 软件文档, 单元测试, 面向对象编程(OOP), 数据操作, Ggplot2, Open Source 技术, 数据清理, 网页抓取, 传单(软件), 数据可视化, 技术文档, R 语言程序设计(中文版), 数据地图, Tidyverse(R 软件包), 可视化(计算机制图)
初级 · 专项课程 · 3-6 个月

O.P. Jindal Global University
您将获得的技能: Predictive Analytics, Business Analytics, Data Mining, Forecasting, Demand Planning, Statistical Methods, Data-Driven Decision-Making, Customer Analysis, Data Preprocessing, Regression Analysis, Data Analysis, Dimensionality Reduction, Business Communication, Unsupervised Learning, Market Analysis, Logistic Regression, Classification Algorithms, Artificial Neural Networks
攻读学位
混合 · 课程 · 3-6 个月