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。

Northeastern University
您将获得的技能: Data Mining, Exploratory Data Analysis, Dimensionality Reduction, Data Cleansing, Data Transformation, Text Mining, Data-Driven Decision-Making, Forecasting, Big Data, Feature Engineering, Unstructured Data, Data Analysis, Predictive Modeling, Classification And Regression Tree (CART), Supervised Learning, Statistical Analysis, Data Visualization Software, Unsupervised Learning, Machine Learning, Regression Analysis
中级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: 概率与统计, 探索性数据分析, 统计分析, 回归分析, 机器学习, GitHub, 闪亮(R 套件), 交互式数据可视化, 机器学习算法, 统计机器学习, 数据科学, 统计推理, 预测建模, 统计建模, R 语言程序设计(中文版), Plotly, Rmarkdown, 数据可视化, 数据展示, 统计假设检验
中级 · 专项课程 · 3-6 个月

University of Colorado Boulder
您将获得的技能: Unsupervised Learning, Regression Analysis, Dimensionality Reduction, Data Analysis, Anomaly Detection, Supervised Learning, Machine Learning, Analytics, Predictive Modeling, Statistical Analysis, Applied Machine Learning, Statistical Modeling, Scikit Learn (Machine Learning Library), Classification And Regression Tree (CART), Data Mining, Machine Learning Algorithms, Exploratory Data Analysis, Machine Learning Methods, Feature Engineering, Data Science
中级 · 专项课程 · 3-6 个月

Illinois Tech
您将获得的技能: Database Design, Relational Databases, Database Application, Database Systems, Database Management, NoSQL, Databases, Machine Learning Algorithms, SQL, Big Data, Apache Hadoop, Database Management Systems, MySQL, Statistical Analysis, Data Visualization, Database Theory, Data Analysis, Exploratory Data Analysis, Transaction Processing, Apache Spark
攻读学位
中级 · 专项课程 · 3-6 个月

您将获得的技能: Feature Engineering, Applied Machine Learning, Advanced Analytics, Machine Learning, Unsupervised Learning, Workflow Management, Data Ethics, Supervised Learning, Data Validation, Classification And Regression Tree (CART), Random Forest Algorithm, Decision Tree Learning, Python Programming, Performance Tuning
高级设置 · 课程 · 1-3 个月

Illinois Tech
您将获得的技能: Statistical Analysis, Time Series Analysis and Forecasting, Data Analysis, Machine Learning Algorithms, Data Visualization, Exploratory Data Analysis, Statistical Programming, Statistical Methods, Statistical Machine Learning, Data Cleansing, Analytics, Regression Analysis, R (Software), Statistical Software, Forecasting, Data Science, Statistical Modeling, Supervised Learning, Statistical Inference, Machine Learning
攻读学位
中级 · 专项课程 · 3-6 个月

Università di Napoli Federico II
您将获得的技能: Unsupervised Learning, Supervised Learning, R Programming, Artificial Neural Networks, Machine Learning, Exploratory Data Analysis, Deep Learning, Predictive Modeling, Ggplot2, Regression Analysis, Dimensionality Reduction, Data Analysis, Data Manipulation, Data Modeling
中级 · 课程 · 1-4 周

Illinois Tech
您将获得的技能: NoSQL, Machine Learning Algorithms, Big Data, Apache Hadoop, Deep Learning, Statistical Analysis, Data Visualization, Data Analysis, Exploratory Data Analysis, Apache Spark, Generative AI, Data Infrastructure, Data Cleansing, Real Time Data, Apache Kafka, Data Management, Image Analysis, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning
攻读学位
中级 · 专项课程 · 3-6 个月

DeepLearning.AI
您将获得的技能: Data Storytelling, Web Scraping, Google Sheets, Data Visualization, Data Presentation, Spreadsheet Software, Large Language Modeling, Tableau Software, Data Literacy, Dashboard, LinkedIn, Pandas (Python Package), Time Series Analysis and Forecasting, Probability & Statistics, Extract, Transform, Load, Statistical Analysis, Statistics, Data Manipulation, Data Analysis, Descriptive Statistics
初级 · 专业证书 · 3-6 个月
University of Glasgow
您将获得的技能: SQL, 描述性统计, 探索性数据分析, 机器学习, ICD 编码(ICD-9/ICD-10), 关系数据库, 数据库设计, 分析, 电子病历, 预测分析, 预测建模, 互操作性, 病人流程, 临床数据管理, 描述性分析, 医疗记录, 临床信息学, 健康信息学, 数据挖掘, 精准医疗
中级 · 课程 · 1-4 周
LearnQuest
您将获得的技能: 统计分析, 数据架构, 数据战略, 数据处理, 可扩展性, 云平台, 分析, 云基础设施, 云计算解决方案, 数据存储, 云服务, 公共云, 大数据, 摘录, 数据仓库, 云计算, 数据分析, 云计算架构, 软件即服务
初级 · 专项课程 · 3-6 个月
Johns Hopkins University
您将获得的技能: 统计分析, 数据可视化软件, 探索性数据分析, 数据共享, 机器学习, GitHub, Knitr, 降维, 绘图(图形), 统计编程, 版本控制, 数据操作, Ggplot2, 数据科学, 数据整理, 统计可视化, Rmarkdown, R 语言程序设计(中文版), 数据清理, R(软件)
初级 · 专项课程 · 3-6 个月