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。

Pontificia Universidad Católica de Chile
您将获得的技能: Descriptive Analytics, Data Mining, Business Analytics, Predictive Analytics, Analytics, Business Intelligence, Forecasting, Business Analysis, Data Analysis, Data-Driven Decision-Making, Trend Analysis, Business Strategy, Decision Making
攻读学位
初级 · 课程 · 1-4 周

Northeastern University
您将获得的技能: PyTorch (Machine Learning Library), Unsupervised Learning, Reinforcement Learning, Supervised Learning, Dimensionality Reduction, Statistical Machine Learning, Machine Learning, Machine Learning Software, Convolutional Neural Networks, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Transfer Learning, Decision Tree Learning, Classification Algorithms, Random Forest Algorithm, Autoencoders, Predictive Modeling, Feature Engineering
中级 · 课程 · 1-3 个月

Stanford University
您将获得的技能: 数学建模, 研究, 科学方法, 测量系统, 物理学, 时间表, 验证和确认, 实验
初级 · 课程 · 1-3 个月

Indian School of Business
您将获得的技能: 投资组合风险, 金融交易, 技术分析, 投资管理, 市场趋势, 财务分析, 绩效衡量, 积压工作, 证券交易, 股票, 投资组合管理, 应计项目, 风险分析
中级 · 课程 · 1-4 周

Sapienza University of Rome
您将获得的技能: 数据分析, 财务分析, 国际金融, 经济学, 电子表格软件, 财务数据, 金融, 会计, 金融市场, 财务系统, 微软Excel, 银行业
中级 · 课程 · 1-3 个月
University of Toronto
您将获得的技能: 数据收集, 网络分析, 生物信息学, 分析, 统计方法, 技术交流, 数据综合
中级 · 课程 · 1-3 个月

Sapienza University of Rome
您将获得的技能: Microsoft Excel, Financial Data, Financial Accounting, International Finance, Data Analysis, Economics, Policty Analysis, Research, and Development, Financial Management, Quantitative Research, Public Administration, Behavioral Economics, Data Import/Export
中级 · 课程 · 1-3 个月

University of Maryland, College Park
您将获得的技能: Digital Transformation, Data-Driven Decision-Making, Business Transformation, Employee Engagement, Analytics, Data Quality, Strategic Decision-Making, Microsoft Power Platform, Advanced Analytics, Big Data, No-Code Development, Business Modeling, Artificial Intelligence, Competitive Analysis, Deep Learning
初级 · 课程 · 1-3 个月

Northeastern University
您将获得的技能: Model Evaluation, Supervised Learning, Statistical Machine Learning, Machine Learning Algorithms, Unsupervised Learning, PyTorch (Machine Learning Library), Applied Machine Learning, Statistical Methods, Statistical Modeling, Machine Learning, Machine Learning Software, Statistical Analysis, Artificial Intelligence and Machine Learning (AI/ML), Regression Analysis, Classification Algorithms, Algorithms, Predictive Modeling, Dimensionality Reduction, Complex Problem Solving
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: Regulatory Requirements, Environmental Regulations, Regulation and Legal Compliance, Project Closure, Operations, Operational Analysis, Sustainable Engineering, Plant Operations and Management, Manufacturing Operations, Environment and Resource Management, Manufacturing and Production, Sustainable Development, Material Handling, Environment Health And Safety, Prospecting and Qualification, Environment
初级 · 课程 · 1-4 周

您将获得的技能: Data Ethics, Data Analysis, Analytics, Data-Driven Decision-Making, Google Sheets, Business Analytics, Spreadsheet Software, Analytical Skills, Tableau Software, Data Sharing, Data Collection, Data Cleansing, Data Processing, Data Visualization Software, Data Visualization, SQL
初级 · 课程 · 1-4 周
Johns Hopkins University
您将获得的技能: 统计分析, 统计推理, 绘图(图形), Plotly, 数据科学, 版本控制, 交互式数据可视化, 机器学习, 统计假设检验, 闪亮(R 套件), 模型评估, 机器学习算法, 数据操作, GitHub, 回归分析, R 语言程序设计(中文版), 预测建模, 数据清理, Rmarkdown, 探索性数据分析
初级 · 专项课程 · 3-6 个月