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。

Illinois Tech
您将获得的技能: Model Evaluation, Statistical Analysis, Bayesian Statistics, Data Visualization, Statistical Inference, Exploratory Data Analysis, Data Cleansing, Regression Analysis, Analytics, Data Analysis, Logistic Regression, Machine Learning, R Programming, Data Preprocessing, Statistical Modeling, Data Validation, R (Software), Data Mining, Statistical Programming, Predictive Modeling
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中级 · 专项课程 · 3-6 个月

University of Colorado Boulder
您将获得的技能: 数据管道, 数据分析, 大数据, 技术写作, Model Evaluation, 数据预处理, 分析技能, 技术交流, 探索性数据分析, 应用机器学习, 构思, 数据挖掘
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中级 · 课程 · 1-4 周
University of Illinois Urbana-Champaign
您将获得的技能: 无监督学习, Pandas(Python 软件包), Python 程序设计, Matplotlib, 数据可视化软件, SQL, Tableau 软件, 文本挖掘, 数据预处理, 数据展示, 机器学习算法, Model Evaluation, 机器学习, 预测建模, Scikit-learn (机器学习库), 数据扫盲, 数据可视化, Seaborn, 时间序列分析和预测, 探索性数据分析
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中级 · 专项课程 · 3-6 个月

Northeastern University
您将获得的技能: Data Mining, Exploratory Data Analysis, Model Evaluation, Dimensionality Reduction, Data Preprocessing, Data Cleansing, Data Transformation, Data-Driven Decision-Making, Predictive Analytics, Forecasting, Big Data, Data Analysis, Applied Machine Learning, Statistical Analysis, Classification Algorithms, Data Visualization Software, Unsupervised Learning, Regression Analysis
中级 · 课程 · 1-4 周
University of Glasgow
您将获得的技能: 描述性统计, 关系数据库, 临床信息学, 互操作性, 临床数据管理, SQL, 分析, 数据库设计, ICD 编码(ICD-9/ICD-10), 医疗记录, 预测建模, 预测分析, 机器学习, 描述性分析, 探索性数据分析, 健康信息学, 电子病历, 病人流程, 精准医疗, 数据挖掘
中级 · 课程 · 1-4 周

Illinois Tech
您将获得的技能: Statistical Analysis, Time Series Analysis and Forecasting, Data Analysis, Model Evaluation, Data Visualization, Exploratory Data Analysis, Statistical Programming, Statistical Machine Learning, Statistical Modeling, Data Cleansing, Analytics, Regression Analysis, R Programming, Statistical Software, Forecasting, Data Preprocessing, Bayesian Statistics, Supervised Learning, Statistical Inference, Machine Learning
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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, Classification Algorithms, Dimensionality Reduction, Data Analysis, Anomaly Detection, Supervised Learning, Model Evaluation, Statistical Analysis, Analytics, Logistic Regression, Data Preprocessing, Predictive Modeling, Statistical Modeling, Applied Machine Learning, Machine Learning Methods, Decision Tree Learning, Data Mining, Machine Learning Algorithms, Machine Learning
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, R (Software), Artificial Neural Networks, Transfer Learning, Machine Learning, Exploratory Data Analysis, Tidyverse (R Package), Deep Learning, Predictive Modeling, Ggplot2, Regression Analysis, Dimensionality Reduction, Data Analysis, Data Wrangling, Data Modeling
中级 · 课程 · 1-4 周

Illinois Tech
您将获得的技能: NoSQL, Big Data, Model Evaluation, Apache Hadoop, Recurrent Neural Networks (RNNs), Deep Learning, Statistical Analysis, Data Visualization, Data Analysis, Exploratory Data Analysis, Apache Spark, Generative AI, Convolutional Neural Networks, Transfer Learning, Data Infrastructure, Data Cleansing, Real Time Data, Apache Kafka, Data Management, Machine Learning
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中级 · 专项课程 · 3-6 个月

您将获得的技能: Business Intelligence, Excel Macros, Pandas (Python Package), Prompt Engineering, Forecasting, Data Storytelling, Time Series Analysis and Forecasting, Regression Analysis, Data Quality, Responsible AI, ChatGPT, Microsoft Excel, Data Analysis, Report Writing, Interactive Data Visualization, Data Modeling, Generative AI, Data Visualization, Exploratory Data Analysis, Statistical Analysis
中级 · 专项课程 · 3-6 个月
LearnQuest
您将获得的技能: 云计算, 数据架构, 数据分析, 软件即服务, 统计分析, 数据存储, 云服务, 分析, 大数据, 数据仓库, 公共云, 数据整合, 数据处理, 云部署, 云基础设施, 可扩展性, 数据战略, 数据库架构与管理, 摘录
初级 · 专项课程 · 3-6 个月

University of Pennsylvania
您将获得的技能: Python 程序设计, 数据操作, 数据分析, Matplotlib, 数据科学, 编程原则, Pandas(Python 软件包), 数据结构, 数据可视化软件, 透视表和图表, 数据预处理, NumPy, 数据清理, 散点图, 数据导入/导出, Jupyter, 数据可视化, 柱状图, 探索性数据分析
初级 · 课程 · 1-4 周