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。

Coursera
您将获得的技能: AI Orchestration, AI Workflows, LLM Application, Agentic systems, Tool Calling, LangChain, Artificial Intelligence, Prompt Engineering, Model Evaluation, Context Management, Scenario Testing, Performance Testing, Development Testing, Debugging
中级 · 课程 · 1-4 周

您将获得的技能: Prompt Engineering, Marketing Automation, AI Personalization, Marketing Effectiveness, Marketing, Content Marketing, Marketing Strategies, MarTech, Advertising Campaigns, Agentic Workflows, AI Enablement, Marketing Analytics, Customer Relationship Management, Data-Driven Decision-Making, Social Media Management, Customer experience improvement
中级 · 课程 · 1-4 周

Board Infinity
您将获得的技能: Inventory and Warehousing, Supply Chain Management, Business Continuity, Forecasting, Predictive Analytics, Logistics, Automation, Logistics Management, Real Time Data, Risk Mitigation, Risk Management, Case Studies, Business Ethics, Anomaly Detection, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence
初级 · 课程 · 1-4 周

Campus BBVA
您将获得的技能: Data Storytelling, Data-Driven Decision-Making, Data Visualization, Business Analytics, Dashboard, Data Quality, Data Analysis, Descriptive Statistics, Business Intelligence, Business Analysis, Statistical Methods, Data Management, Probability & Statistics, Statistical Inference, Big Data, Statistical Analysis
初级 · 课程 · 1-3 个月

IBM
您将获得的技能: 云基础设施, 生成式人工智能, 新兴技术, 云计算架构, 云存储, 云部署, 数据分析, 机器人, 负责任的人工智能, 数据科学, 业务逻辑, 商务, 数据挖掘, 云平台, 云服务, 自然语言处理, 大数据, 数据扫盲, 云安全, 云计算
初级 · 专项课程 · 3-6 个月

University of Colorado Boulder
您将获得的技能: 数据结构, 数据操作, 脚本语言, 计算机编程, 编程原则, 数据科学, 脚本, Python 程序设计
初级 · 课程 · 1-4 周
您将获得的技能: Hugging Face, Large Language Modeling, MLOps (Machine Learning Operations), Generative AI, Artificial Intelligence and Machine Learning (AI/ML), AI Product Strategy, Transfer Learning, Applied Machine Learning, AI Personalization, Model Deployment, Model Evaluation, Responsible AI, Performance Tuning, Model Based Systems Engineering, Program Evaluation, Analysis
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: Statistical Reporting, Data Visualization, Big Data, SQL, Query Languages, Data Import/Export, Data Presentation, Google Cloud Platform, Data Warehousing, Data Sharing, Analytics
初级 · 指导项目 · 不超过 2 小时

Google Cloud
您将获得的技能: 数据转换, 数据处理, 机器学习, 张力流, MLOps(机器学习 Operator), 数据管道, Keras(神经网络库), 数据存储, 实时数据, 数据预处理, 数据建模, 功能工程
中级 · 课程 · 1-3 个月

University of Michigan
您将获得的技能: 统计分析, 统计假设检验, 抽样(统计), 概率与统计, Matplotlib, 贝叶斯统计, 统计推理, Jupyter, NumPy, Python 程序设计, 统计方法
中级 · 课程 · 1-4 周

SAS
您将获得的技能: 统计编程, 数据处理, 数据展示, 数据分析, 数据操作, 数据转换, 数据整合, SAS(软件)
中级 · 课程 · 1-3 个月

您将获得的技能: MLOps (Machine Learning Operations), Model Deployment, Scalability, CI/CD, Continuous Deployment, Application Deployment, DevOps, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Continuous Integration, Performance Measurement, Business Metrics, Process Optimization, Verification And Validation, Automation, Key Performance Indicators (KPIs), Performance Analysis, Data-Driven Decision-Making
高级设置 · 课程 · 1-4 周