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。

Google Cloud
您将获得的技能: Performance Tuning, Query Languages, Exploratory Data Analysis, Database Management, Data Persistence, Data Analysis, System Monitoring, Google Cloud Platform
中级 · 项目 · 不超过 2 小时
Rice University
您将获得的技能: Pivot Tables And Charts, Excel Formulas, Graphing, Microsoft Excel, Spreadsheet Software, Data Analysis, Histogram, Scatter Plots, Data Import/Export, Data Manipulation, Data Management
混合 · 课程 · 1-4 周
CertNexus
您将获得的技能: 模型评估, MLOps(机器学习 Operator), 解决方案设计, 负责任的人工智能, 项目实施, 机器学习算法, 数据伦理, 商业道德, 数据驱动的决策制定, 应用机器学习, 业务解决方案, 机器学习, AI 产品战略, 监管合规, 合规管理, 人工智能和机器学习(AI/ML), AI 赋能
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: Data Storytelling, Infographics, Interactive Data Visualization, Data Visualization, Storytelling, Storyboarding, Diagram Design, Data Analysis, Graphic and Visual Design
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Pivot Tables And Charts, Microsoft Excel, Dashboard, Data Presentation, Business Reporting, Interactive Data Visualization, Data Visualization Software, Excel Formulas, Data Import/Export, Data Cleansing, Data Transformation, Data Analysis, Timelines
中级 · 课程 · 3-6 个月

University of Minnesota
您将获得的技能: 投资组合管理, 生产规划, 微软Excel, 制造 Operator, 商业分析, 运营管理, 员工队伍规划, 工艺优化, 数学建模, 投资管理, 应用数学, 金融, 决策, 资源分配, 劳动力管理, 金融建模, 运筹学, 分析, 供应链
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: 内容营销, 市场调查, 生成式人工智能, Prompt Engineering, 营销, ChatGPT
初级 · 指导项目 · 不超过 2 小时

KodeKloud
您将获得的技能: Responsible AI, Amazon Bedrock, Prompt Engineering, Generative AI, LLM Application, AI Security, Artificial Intelligence and Machine Learning (AI/ML), Embeddings, AWS SageMaker, Retrieval-Augmented Generation, Amazon Web Services, Large Language Modeling, Artificial Intelligence, Model Evaluation, Data Security, Human Centered Design
初级 · 课程 · 1-3 个月

Coursera
您将获得的技能: User Experience Design, Wireframing, User Research, Responsible AI, User Centered Design, AI Product Strategy, Usability, Adobe XD, Usability Testing, Generative AI, Figma (Design Software), Design Thinking, Prototyping, User Interface (UI) Design, Persona Development
初级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Regression Analysis, Supervised Learning, Model Evaluation, Logistic Regression, Statistical Analysis, Data Analysis, Statistical Modeling, Predictive Modeling, Machine Learning Methods, Feature Engineering, Data Preprocessing, Exploratory Data Analysis
中级 · 课程 · 1-3 个月


Fractal Analytics
您将获得的技能: AI Enablement, Business Leadership, Strategic Leadership, Responsible AI, Business Strategy, Generative Adversarial Networks (GANs), Data Strategy, Business Transformation, Strategic Decision-Making, Organizational Effectiveness, Deep Learning, Artificial Intelligence, Organizational Development, Human Centered Design, Data Quality, Design Thinking, Governance, User Centered Design, Ethical Standards And Conduct
中级 · 课程 · 1-3 个月