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。

您将获得的技能: Data Visualization, Data Ethics, Dashboard Creation, Data Presentation, Performance Measurement, Data Analysis, Tableau Software, Data Integrity, Stakeholder Engagement, Data Storytelling, Communication Strategies, Analytics, Prompt Patterns, Statistical Methods, Data Infrastructure, Stakeholder Communications, Responsible AI, Data Analysis Software, Spreadsheet Software, Verbal Communication Skills
初级 · 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, Applied Machine Learning, Machine Learning Methods, Dimensionality Reduction, Anomaly Detection, Supervised Learning, Analytical Skills, Model Evaluation, Machine Learning Algorithms, Data Analysis, Data Preprocessing, Predictive Modeling, Statistical Analysis, Logistic Regression, Model Training, Statistical Machine Learning, Machine Learning, Data Mining
中级 · 专项课程 · 3-6 个月

University of Colorado Boulder
您将获得的技能: 技术写作, 数据预处理, Model Evaluation, 分析技能, 构思, 探索性数据分析, 模型评估, 技术交流, 数据挖掘, 数据管道
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中级 · 课程 · 1-4 周

Università di Napoli Federico II
您将获得的技能: Unsupervised Learning, Supervised Learning, R Programming, R (Software), Machine Learning Methods, Statistical Machine Learning, Artificial Neural Networks, Applied Machine Learning, Transfer Learning, Machine Learning, Machine Learning Algorithms, Exploratory Data Analysis, Tidyverse (R Package), Deep Learning, Ggplot2, Regression Analysis, Dimensionality Reduction, Data Analysis, Data Wrangling, Data Manipulation
中级 · 课程 · 1-4 周
University of Illinois Urbana-Champaign
您将获得的技能: 模型培训, 数据可视化, 数据扫盲, 数据预处理, 机器学习, Seaborn, 模型优化, Model Evaluation, 无监督学习, 绘图(图形), 机器学习算法, Pandas(Python 软件包), Python 编程, 探索性数据分析, 数据可视化软件, 模型评估, 交互式数据可视化, Matplotlib, Tableau 软件, Scikit Learn(机器学习库), 数据展示
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中级 · 专项课程 · 3-6 个月

Duke University
您将获得的技能: Data Visualization Software, PySpark, Data Visualization, Snowflake Schema, Data Storytelling, Site Reliability Engineering, Docker (Software), Databricks, Containerization, GitHub Copilot, Interactive Data Visualization, Plot (Graphics), Plotly, Data Pipelines, Kubernetes, Apache Spark, Apache Hadoop, Big Data, Data Science, Python Programming
中级 · 专项课程 · 1-3 个月

University of Illinois Urbana-Champaign
您将获得的技能: 数据分析, 技术写作, 数据预处理, 数据可视化, Algorithm, 自然语言处理, Model Evaluation, 非结构化数据, 文本挖掘, 模型评估, 数据可视化软件, 数据展示, 探索性数据分析, 算法, 数据挖掘
混合 · 课程 · 1-3 个月

University of Illinois Urbana-Champaign
您将获得的技能: Algorithm, Model Evaluation, 无监督学习, 应用机器学习, 机器学习算法, 机器学习方法, 验证和确认, 模型评估, 算法, 分类学, 空间分析, 异常检测, 数据挖掘
混合 · 课程 · 1-3 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, Data Analysis, Classification Algorithms, Data Visualization Software, Unsupervised Learning
中级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: Data Storytelling, Web Scraping, Google Sheets, Data Visualization, Data Presentation, Statistical Visualization, Spreadsheet Software, Large Language Modeling, Tableau Software, Data Literacy, Dashboard, 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

Illinois Tech
您将获得的技能: Database Design, Database Systems, Relational Databases, Database Software, Databases, Database Application, NoSQL, Database Management Systems, Database Management, Database Development, Machine Learning Algorithms, SQL, Big Data, Model Evaluation, Apache Hadoop, MySQL, Statistical Analysis, Database Theory, Data Analysis, Data Preprocessing
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中级 · 专项课程 · 3-6 个月
University of Glasgow
您将获得的技能: 健康信息学, 查询语言, 精准医疗, 数据访问, 描述性统计, 描述性分析, 数据库设计, 医疗编码, 应用机器学习, 预测建模, 数据挖掘, 医疗记录, 健康信息管理, 临床研究, 预测分析, 电子病历, 互操作性, ICD 编码(ICD-9/ICD-10), 病人流程
中级 · 课程 · 1-4 周