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: Exploratory Data Analysis, Data Compilation, Correlation Analysis, Data Collection, Statistical Inference, Statistics, Statistical Methods, Statistical Modeling, Predictive Modeling, Data Analysis, Statistical Hypothesis Testing, Data-Driven Decision-Making, Regression Analysis, Statistical Analysis, Probability & Statistics, Descriptive Statistics, Data Visualization
初级 · 课程 · 1-3 个月

Microsoft
您将获得的技能: 仪表板, Power BI, SQL, 数据建模, 数据可视化软件, 基于角色的访问控制(RBAC), 数据分析, 数据管理, Data Management, 数据安全, Microsoft SQL 服务器
初级 · 课程 · 1-4 周

Erasmus University Rotterdam
您将获得的技能: 回归分析, 时间序列分析和预测, 同行评审, 案例研究, 模型评估, 逻辑回归, 统计, 预测, 数据分析, 分析, 线性代数, 计量经济学, 统计分析, 概率
混合 · 课程 · 1-3 个月

您将获得的技能: Rmarkdown, Data Presentation, Data Ethics, Data Storytelling, Data Visualization, Data Cleansing, Stakeholder Communications, Analytical Skills, Data-Driven Decision-Making, Stakeholder Management, Interactive Data Visualization, Data Visualization Software, Data Validation, Ggplot2, Interviewing Skills, Case Studies, Data Access, Spreadsheet Software, Data Analysis, Data Manipulation
初级 · 专业证书 · 3-6 个月

您将获得的技能: Model Deployment, Scikit Learn (Machine Learning Library), Model Evaluation, Data Preprocessing, Large Language Modeling, Version Control
中级 · 课程 · 1-4 周
您将获得的技能: MLOps (Machine Learning Operations), Model Deployment, Containerization, Performance Tuning, Docker (Software), Java, Application Performance Management, Artificial Intelligence and Machine Learning (AI/ML), Analysis, Data Structures
高级设置 · 课程 · 1-4 周

您将获得的技能: Model Deployment, Benchmarking, Process Optimization, Cloud Deployment, Model Evaluation, Network Performance Management, Convolutional Neural Networks, Keras (Neural Network Library), Network Model, Project Performance
中级 · 课程 · 1-4 周

Duke University
您将获得的技能: 项目管理, 分类与回归树 (CART), MLOps(机器学习 Operator), 数据科学, 模型评估, 数据预处理, 用户体验设计, 以人为本的设计, 数据伦理, 负责任的人工智能, 人机交互, 机器学习, 深度学习, 产品管理, 模型部署, 数据管理, Data Management, 产品设计, 项目管理生命周期, 无监督学习, 数据质量
初级 · 专项课程 · 3-6 个月

LearnQuest
您将获得的技能: AI Workflows, Technical Communication, AI Enablement, Model Deployment, Generative AI Agents, Data Integration, AI Orchestration, Reinforcement Learning, Artificial Intelligence and Machine Learning (AI/ML), Agentic systems, Responsible AI, Artificial Intelligence, Cloud Computing, Deep Learning, Data Visualization, Python Programming, Machine Learning, Data Engineering, Anomaly Detection, Statistical Analysis
初级 · 专项课程 · 1-3 个月

您将获得的技能: Organizational Change, Agentic Workflows, AI Enablement, Generative AI Agents, Workflow Management, Predictive Analytics, Cash Management, Responsible AI, Performance Tuning, Fraud detection, Accounting and Finance Software, Financial Reporting
中级 · 课程 · 1-4 周

您将获得的技能: Plotly, Dashboard, Pandas (Python Package), Data Manipulation, Interactive Data Visualization, Data Visualization Software, Data Visualization, Web Applications, Data Science, Data Analysis, Python Programming
中级 · 指导项目 · 不超过 2 小时

IBM
您将获得的技能: 生成式人工智能, AI 工作流程, Prompt Engineering, ChatGPT, 情境管理, 提示模式, 决策
初级 · 课程 · 1-4 周