Cluster Analysis(聚类分析)课程可以帮助您学习数据分割、模式识别和数据集内自然分组的识别。您可以培养评估聚类方法、解释结果以及将统计技术应用于实际问题的技能。许多课程都会介绍 R、Python 等工具和用于数据可视化的专项软件,这些工具支持实施聚类算法和分析复杂的数据结构。

University of Washington
您将获得的技能: Python 程序设计, 机器学习, Algorithm, 数据预处理, 回归分析, 模型评估, 统计建模, 预测建模, 监督学习, 功能工程
混合 · 课程 · 1-3 个月

您将获得的技能: Apache Hadoop, Extract, Transform, Load, Data Pipelines, Data Processing, Data Transformation, Data Manipulation, Apache, Scripting, Debugging, Query Languages, Scripting Languages, Open Source Technology
混合 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Python 程序设计, Algorithm, 理论计算机科学, 编程原则, 数据结构, 分析, 伪代码, 计算思维
攻读学位
中级 · 课程 · 1-4 周

您将获得的技能: Web Services, Email Automation, Scripting, Automation, Python Programming, Restful API, Application Programming Interface (API), JSON, System Monitoring, Image Analysis, Debugging
初级 · 课程 · 1-3 个月

您将获得的技能: LangChain, LLM Application, Prompt Engineering, Model Deployment, Large Language Modeling, OpenAI API, Application Programming Interface (API), Application Deployment, Retrieval-Augmented Generation, LangGraph, OpenAI, Containerization, CI/CD, Continuous Deployment, Postman API Platform, Artificial Intelligence, Continuous Integration, Amazon Web Services, Authentications, Performance Analysis
高级设置 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: 调试, 数据清理, 自动化, 电子表格软件, Excel 宏, Algorithm, Data Validation, 编程原则, 微软Excel, 计算机编程, UI 组件, 用户界面(UI), 数据管理, Data Management, 解决问题, 文件输入/输出, 模拟, Visual Basic(编程语言), 数据导入/导出, 代码审查
初级 · 专项课程 · 3-6 个月

Coursera
您将获得的技能: Project Closure, Risk Mitigation, Project Risk Management, Project Planning, Business Communication
初级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Theoretical Computer Science, Algorithms, Graph Theory, Data Structures, Operations Research, Public Key Cryptography Standards (PKCS), Cryptography, Programming Principles, Computational Thinking, Pseudocode, Design Strategies, Data Encryption Standard, Computer Science, Tree Maps, Encryption, Linear Algebra, Combinatorics, Mathematical Modeling, Advanced Mathematics, Python Programming
攻读学位
高级设置 · 专项课程 · 3-6 个月

Microsoft
您将获得的技能: 微软 Azure, 数据库管理员, 数据处理, Power BI, 数据库, 云存储, 云服务, NoSQL, 数据仓库, 数据库管理, 数据库系统, 数据存储, 数据架构, 数据湖, SQL, MySQL, 关系数据库, Azure 突触分析
初级 · 专项课程 · 3-6 个月
您将获得的技能: Model Deployment, MLOps (Machine Learning Operations), Data Preprocessing, Exploratory Data Analysis, Logistic Regression, Statistical Machine Learning, Model Evaluation, Supervised Learning, Decision Tree Learning, Probability & Statistics, Statistics, Machine Learning Software, Classification And Regression Tree (CART), Workflow Management, Predictive Modeling, Random Forest Algorithm, Feature Engineering, SAS (Software), Machine Learning, Applied Machine Learning
高级设置 · 专业证书 · 3-6 个月

LearnQuest
您将获得的技能: Sales Pipelines, Overcoming Objections, Sales Management, Sales Process, Team Motivation, Performance Analysis, Team Performance Management, Sales Training, Sales, Dashboard, Business Ethics, Customer Relationship Management, Team Management, Business Technologies, Business Process Automation, Real Time Data, Cross-Channel Marketing, Forecasting, Compliance Management
初级 · 课程 · 1-4 周

University of Pennsylvania
您将获得的技能: 创新, 财富管理, 金融科技, 财务条例, 投资, 环境、社会和公司治理(ESG), 技术战略, 金融服务, 创业融资, 消费者行为, 资产管理, 信用卡/借记卡处理, 付款处理
初级 · 课程 · 1-4 周