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: 人工智能, 生产率, 个人发展, 自然语言处理, 时间管理, 电子邮件自动化, 自助服务技术, 自动化, 业务流程自动化, 日历管理, 生成式人工智能, Prompt Engineering, ChatGPT, AI 赋能
初级 · 课程 · 1-4 周

您将获得的技能: Data Storytelling, Dashboard, Data Presentation, Data Visualization, Database Design, MySQL, Presentations, Descriptive Statistics, Extract, Transform, Load, Business Intelligence, Data Visualization Software, IBM DB2, Tableau Software, Relational Databases, Star Schema, IBM Cognos Analytics, Interactive Data Visualization, Microsoft SQL Servers, Regression Analysis, Excel Formulas
初级 · 专业证书 · 3-6 个月

Google Cloud
您将获得的技能: Google 云端平台, 数据导入/导出, 数据访问, 大数据, 数据分析软件, Query 语言
初级 · 项目 · 不超过 2 小时
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

Fractal Analytics
您将获得的技能: 模型评估, 决策树学习, 异常检测, 无监督学习, 数据预处理, 回归分析, 监督学习, 逻辑回归, 预测建模, 模型部署, 分类算法, 机器学习, 功能工程
初级 · 课程 · 1-3 个月

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: Unsupervised Learning, Predictive Modeling, Supervised Learning, Model Evaluation, Applied Machine Learning, Predictive Analytics, Random Forest Algorithm, Text Mining, Classification Algorithms, Natural Language Processing, Machine Learning Algorithms, Artificial Intelligence, Computational Logic, Python Programming, Data Science, Unstructured Data, Data Preprocessing, Algorithms
混合 · 课程 · 1-4 周

University of Michigan
您将获得的技能: Generative AI, Model Evaluation, Data Ethics, Data Analysis, Data-Driven Decision-Making, Data Literacy, AI Enablement, Artificial Intelligence, Big Data, Machine Learning, Social Impact
初级 · 课程 · 1-4 周

Knowledge Accelerators
您将获得的技能: Data Presentation, Pivot Tables And Charts, Data Entry, Data Processing, Data Science, Organizational Skills, Business Analytics, Data Management, Business Intelligence, Microsoft 365, Productivity Software, Record Keeping, Customer Data Management, Productivity, Financial Analysis, Marketing Planning, Project Management, Event Planning
初级 · 课程 · 1-4 周

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

Fractal Analytics
您将获得的技能: Prompt Engineering, Responsible AI, LLM Application, HR Tech, Generative AI Agents, Human Resources, Information Privacy, Human Resource Policies, Governance, Employee Surveys, Interviewing Skills, Recruitment, Employee Onboarding, Employee Engagement, Compliance Management, Automation
中级 · 课程 · 1-4 周

您将获得的技能: Applied Machine Learning, Data Preprocessing, Data Analysis, Data Import/Export, Google Cloud Platform, Model Evaluation, Decision Tree Learning, Exploratory Data Analysis, Machine Learning, Classification Algorithms, Random Forest Algorithm, Statistical Visualization, Responsible AI
中级 · 指导项目 · 不超过 2 小时