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。

Politecnico di Milano
您将获得的技能: Health Policy, Economics, Policy, and Social Studies, Crisis Management, Environmental Monitoring, Policty Analysis, Research, and Development, Emergency Response, Spatial Data Analysis, Socioeconomics, Geographic Information Systems, Public Health, Public Health and Disease Prevention, Infectious Diseases, Data Science, Financial Modeling, Finance, Network Analysis, Data Collection, Stakeholder Engagement
初级 · 课程 · 1-3 个月

Whizlabs
您将获得的技能: Microsoft Azure, Azure Synapse Analytics, Data Integration, Cloud Storage, Data Lakes, Data Pipelines, Data Storage, Databricks, Microsoft SQL Servers, NoSQL, .NET Framework, Data Security, Real Time Data, Encryption, Scalability
中级 · 课程 · 1-4 周

University of Washington
您将获得的技能: 统计建模, Python 程序设计, 数据收集, 数据科学, 数据预处理, R 语言程序设计(中文版), 模型评估, 数据整合, 统计, 数据整理, Data Validation, 功能工程, 应用机器学习, 预测分析, 研究, 数据分析, 预测建模
混合 · 课程 · 1-3 个月

Codio
您将获得的技能: Matplotlib, Statistical Hypothesis Testing, Data Analysis, Statistical Analysis, Data Import/Export, Data Cleansing, Probability & Statistics, Data Manipulation, Descriptive Statistics, Pandas (Python Package), Exploratory Data Analysis, Correlation Analysis, Python Programming, Programming Principles, Computer Programming, Computational Logic
混合 · 课程 · 1-3 个月

University of California San Diego
您将获得的技能: 面向对象编程(OOP), Networking 路由器, 理论计算机科学, 可维护性, 面向对象设计, 数据结构, Java 编程, Java, Algorithm, 软件设计, 计算思维, 应用程序开发, 图论
中级 · 课程 · 1-3 个月

Università di Napoli Federico II
您将获得的技能: Unsupervised Learning, Supervised Learning, Object Oriented Programming (OOP), PyTorch (Machine Learning Library), R Programming, Convolutional Neural Networks, NumPy, R (Software), Image Analysis, Pandas (Python Package), Matplotlib, Python Programming, Deep Learning, Computer Programming, Computer Vision, Artificial Neural Networks, Transfer Learning, Scripting, Programming Principles, Data Management
中级 · 专项课程 · 1-3 个月

您将获得的技能: Dashboard, Data Storytelling, Tableau Software, Peer Review, Data Visualization Software, Presentations, Data Visualization, Interactive Data Visualization, Data Cleansing, Business Intelligence, Real Time Data, Data Manipulation, Transact-SQL, Data Quality, Data Transformation, Data Preprocessing, Data Validation, Data Sharing, Data Integration, Data Analysis
高级设置 · 专项课程 · 3-6 个月

Coursera
您将获得的技能: Data Cleansing, Data Manipulation, Data Integration, R Programming, Data Preprocessing, Tidyverse (R Package), Data Management
中级 · 指导项目 · 不超过 2 小时

Arizona State University
您将获得的技能: Computational Thinking, Data Strategy, Small Data, Unstructured Data, Data Access, Data Literacy, Data Analysis, Data Integration, Data Management, Data-Driven Decision-Making, Data Collection
初级 · 课程 · 1-3 个月

Illinois Tech
您将获得的技能: Database Management Systems, Database Design, Database Architecture and Administration, Database Application, Relational Databases, SQL, Data Modeling, Query Languages, Data Integrity, Data Manipulation, Data Security
攻读学位
初级 · 课程 · 1-3 个月

University of Michigan
您将获得的技能: Data Literacy, Statistical Hypothesis Testing, Scientific Methods, Data Analysis, Experimentation, Research Design, Research, Peer Review, Probability & Statistics, Statistical Inference, Statistical Methods, Media and Communications
初级 · 课程 · 1-4 周

您将获得的技能: Extract, Transform, Load, Apache Spark, Data Pipelines, Data Integration, Big Data, Data Processing, Data Warehousing, Data Management, Data Architecture, Database Design, Scalability
初级 · 课程 · 1-4 周