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: 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, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Transfer Learning, Decision Tree Learning, Classification Algorithms, Random Forest Algorithm, Autoencoders, Predictive Modeling, Feature Engineering
中级 · 课程 · 1-3 个月

Sapienza University of Rome
您将获得的技能: 数据分析, 金融市场, 国际金融, 银行业, 财务系统, 经济学, Microsoft Excel, 会计, 财务政策, 电子表格软件, 财务分析, 财务, 财务数据
中级 · 课程 · 1-3 个月
University of Toronto
您将获得的技能: 生物信息学, 分析, 数据收集, 技术交流, 数据综合, 统计方法, 网络分析
中级 · 课程 · 1-3 个月
您将获得的技能: Data Ethics, Responsible AI, Workforce Planning, Human Resource Strategy, Employee Engagement, AI Enablement, Regulatory Compliance, People Analytics, Compliance Management, Human Resource Policies, Recruitment Strategies, ChatGPT, Employee Retention, Recruitment, Governance, Ethical Standards And Conduct, Dashboard
中级 · 课程 · 1-4 周

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

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: Rmarkdown, 统计推理, 探索性数据分析, 数据科学, 数据清理, 机器学习, 交互式数据可视化, 机器学习算法, 回归分析, 绘图(图形), 模型评估, 数据操作, 预测建模, GitHub, Model Evaluation, 统计分析, R 程序设计, 闪亮(R 套件), 统计假设检验, Plotly, 版本控制
初级 · 专项课程 · 3-6 个月

IBM
您将获得的技能: 数据分析, 查询语言, 数据展示, 大数据, 交互式数据可视化, 生成式人工智能, 数据导入/导出, 数据操作, 数据可视化软件, Microsoft Excel, 数据可视化, 数据故事, 探索性数据分析, 数据整理, Python 编程, 数据转换, 仪表板, 网络抓取, Plotly, IBM Cognos 分析系统
攻读学位
初级 · 专业证书 · 3-6 个月

University of California San Diego
您将获得的技能: 数据管理, 应用机器学习, 数据建模, 探索性数据分析, 回归分析, 模型评估, 大数据, 数据展示, Apache Hadoop, 数据整合, 分类算法, MongoDB, 数据管道, Model Evaluation, 数据挖掘, 数据库设计, 数据处理, 数据预处理, 图论, 数据基础设施, Data Management, Apache Spark
初级 · 专项课程 · 3-6 个月

多位教师
您将获得的技能: Dashboard, Web Scraping, Pseudocode, Jupyter, Algorithms, Data Literacy, Data Mining, Data Analysis, Data Presentation, Correlation Analysis, Pandas (Python Package), NumPy, R Programming, Data Import/Export, Programming Principles, Predictive Modeling, Data Science, Unsupervised Learning, Machine Learning, Project Management
初级 · 专项课程 · 3-6 个月