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。

Fundação Instituto de Administração
您将获得的技能: Big Data, Data Mining, Data-Driven Decision-Making, Data Modeling, Analytics, Data Science, Data Analysis, Business Analytics, Data Processing, Predictive Analytics, Databases, Machine Learning Methods
初级 · 课程 · 1-4 周

您将获得的技能: Model Evaluation, Data-Driven Decision-Making, Predictive Modeling, Risk Analysis, Strategic Decision-Making, Performance Metric, Technical Communication
初级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: 模型评估, 数据分析, 医学术语, 自然语言处理, 机器学习, 文本挖掘, AI 个性化服务, 临床试验, 深度学习, 应用机器学习, 健康信息学, 统计分析, 病人治疗, 治疗计划
中级 · 课程 · 1-4 周

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

DeepLearning.AI
您将获得的技能: 数据伦理, Algorithm, 强化学习, 人工神经网络, 机器学习, 降维, 深度学习, 监督学习, 人工智能, 无监督学习, 异常检测
初级 · 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

Coursera
您将获得的技能: MLOps (Machine Learning Operations), Model Deployment, Anomaly Detection, Model Evaluation, Dashboard, CI/CD, Data Visualization, DevOps, Continuous Monitoring, Data-Driven Decision-Making, Performance Analysis, Key Performance Indicators (KPIs), Statistical Analysis, Performance Tuning, Data Processing, Artificial Intelligence and Machine Learning (AI/ML), Real Time Data, Automation, Agentic systems, Version Control
中级 · 专项课程 · 3-6 个月
Coursera
您将获得的技能: Classification And Regression Tree (CART), Decision Tree Learning, Classification Algorithms, Java, Java Programming, Machine Learning Algorithms, Supervised Learning, Algorithms, Machine Learning, Data Structures, Software Engineering
高级设置 · 课程 · 1-4 周

您将获得的技能: MLOps (Machine Learning Operations), Responsible AI, CI/CD, Model Deployment, Continuous Integration, Continuous Delivery, Continuous Deployment, Cloud Platforms, Model Evaluation, Automation, Data Governance, Data Pipelines, Performance Tuning, Continuous Monitoring, Performance Analysis
中级 · 课程 · 1-4 周

University of Toronto
您将获得的技能: 定量研究, 空间数据分析, 设计元素和原则, 地理空间制图, 地理信息系统软件, 数据建模, 数据操作, ArcGIS, 数据映射, 数据叙事, 地理信息系统, 排版, 数据 Compiler, 元数据管理, Query 语言, 地理空间信息与技术, 数据可视化, 空间分析, 图像分析, 全球定位系统
初级 · 专项课程 · 3-6 个月

LearnQuest
您将获得的技能: Responsible AI, No-Code Development, AI Enablement, Business Process Automation, Business Process, Data Management, Risk Mitigation, Return On Investment, Process Design, Key Performance Indicators (KPIs), Business Software, Business Transformation, Automation, Project Implementation, Performance Measurement, Data Cleansing, Project Management, Business Metrics, Data Storytelling, Dashboard
初级 · 课程 · 1-4 周

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