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。

Universidad Austral
您将获得的技能: Regression Analysis, Statistical Inference, Descriptive Statistics, Risk Analysis, Business Risk Management, Business Analytics, Statistics, Sampling (Statistics), Microsoft Excel, Data Analysis, Probability, Statistical Analysis, Data-Driven Decision-Making, Probability Distribution, Statistical Modeling, Data Science
初级 · 课程 · 1-4 周

University of Alberta
您将获得的技能: 机器学习, 概率分布, 人工智能, 强化学习, 马尔可夫模型, 机器学习算法, Algorithm
中级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Prompt Engineering, Microsoft Copilot, AI Workflows, AI Enablement, Generative AI Agents, Model Deployment, No-Code Development, Performance Tuning, Business Logic, Application Deployment, Scalability, Data Integration, User Feedback
中级 · 课程 · 1-4 周

您将获得的技能: Agentic systems, Responsible AI, Compliance Management, Governance, Regulatory Compliance, Artificial Intelligence, Risk Analysis, Case Studies, Business Ethics, Ethical Standards And Conduct, Risk Management, Accountability, Regulatory Requirements
中级 · 课程 · 1-4 周

您将获得的技能: Logistic Regression, SAS (Software), Predictive Modeling, Model Evaluation, Statistical Hypothesis Testing, Statistical Analysis, Correlation Analysis, Statistical Modeling, Regression Analysis, Statistical Methods, Probability & Statistics, Classification And Regression Tree (CART), Big Data, Plot (Graphics), Data Analysis, Model Deployment, Statistical Inference, Data Preprocessing, Statistical Machine Learning, Feature Engineering
中级 · 专业证书 · 3-6 个月

LearnQuest
您将获得的技能: Technical Communication, AI Enablement, Model Deployment, Generative AI Agents, Data Integration, AI Orchestration, Business Transformation, Cloud Deployment, Application Deployment, Initiative and Leadership, AI Product Strategy, Digital Transformation, Continuous Monitoring, Agentic systems, Compliance Management, Stakeholder Communications, Regulatory Compliance, Dashboard, CI/CD, Data Pipelines
初级 · 课程 · 1-4 周
Rice University
您将获得的技能: 概率与统计, 决策, 统计方法, 数据分析, 估算, 微软Excel, 统计假设检验, 统计推理, 抽样(统计), Excel 公式, 样本量的确定, 统计分析, 统计
混合 · 课程 · 1-4 周

Duke University
您将获得的技能: 机器学习, 模型评估, 计算机视觉, 分类与回归树 (CART), 深度学习, 数据科学, 监督学习, 自然语言处理, 人工智能和机器学习(AI/ML), 预测分析, 无监督学习, Algorithm, 决策树学习, 卷积神经网络, 随机森林算法, 逻辑回归, 回归分析
中级 · 课程 · 1-3 个月

Duke University
您将获得的技能: 概率分布, 统计方法, 数据分析, 统计建模, R 语言程序设计(中文版), 统计推理, 统计分析, 概率, 回归分析, 贝叶斯统计
中级 · 课程 · 1-3 个月

您将获得的技能: Google Sheets, Exploratory Data Analysis, Statistical Analysis, Data Analysis, Data Presentation, Spreadsheet Software, Data Visualization, Graphing, Statistics, Data Science, Data Manipulation
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Data Storytelling, Data Presentation, Data Visualization, Rmarkdown, Stakeholder Communications, Data Ethics, Data-Driven Decision-Making, Data Cleansing, Tableau Software, Spreadsheet Software, Data Validation, Data Visualization Software, Ggplot2, Data Integration, Data Literacy, Dashboard, Data Integrity, Data Collection, Case Studies, Interviewing Skills
初级 · 专业证书 · 3-6 个月

University of Colorado Boulder
您将获得的技能: Unsupervised Learning, Dimensionality Reduction, Applied Machine Learning, Machine Learning, Data Mining, Model Evaluation, Machine Learning Algorithms, Statistical Machine Learning, Exploratory Data Analysis, Data Analysis, Spatial Analysis
中级 · 课程 · 1-3 个月