Scikit-learn 课程可以帮助您学习数据预处理、模型选择和 Evaluation 技术,以及监督和非监督学习方法。您可以掌握特征工程、超参数调整以及决策树和支持向量机等算法的实施技能。许多课程还介绍了 Jupyter Notebook 和 Python 库等工具,这些工具支持应用机器学习概念和 Visualization 数据,以获得可行的见解。

Pontificia Universidad Católica de Chile
您将获得的技能: File I/O, Python Programming, Data Structures, Programming Principles, Computer Programming, Program Development, Algorithms
初级 · 课程 · 1-3 个月

University of California, Irvine
您将获得的技能: 沟通策略, 专业精神, 生产力软件, 克服障碍, 危机管理, 时间管理, 确定战略重点, 制定计划, 规划
初级 · 课程 · 1-4 周

Vanderbilt University
您将获得的技能: 绘图(图形), 开发环境, 数据结构, 计算机科学, Matlab, 用户界面(UI), 工程计算, 编程原则, 解决问题, 数学软件, 文件输入/输出, 调试, 计算机编程
初级 · 课程 · 1-3 个月

您将获得的技能: Meeting Facilitation, Team Performance Management, Productivity, Time Management, Calendar Management, Business Workflow Analysis, Performance Analysis, Process Optimization, Process Development, Business Metrics, Drive Engagement, Data-Driven Decision-Making, Consolidation, Scheduling, Auditing, Proposal Development
初级 · 课程 · 1-4 周

University of California San Diego
您将获得的技能: 数据分析, Algorithm, 分类算法, 分子生物学, 数据预处理, 无监督学习, 微生物学, 生物信息学, 生命科学, 降维, 传染病, 统计分析, 网络分析, 马尔可夫模型, 生物学, 生物化学, Python 程序设计, 数据挖掘, 应用机器学习, 生物技术
初级 · 专项课程 · 3-6 个月
University of Illinois Urbana-Champaign
您将获得的技能: 创新, 业务转型, 案例研究, 数字化营销, 营销策略, 营销管理, 改善客户体验, 消费者行为, 企业战略, MarTech, 数字化转型, 全球营销, 营销, 营销渠道
攻读学位
初级 · 课程 · 1-4 周

您将获得的技能: Data Persistence, Virtual Networking, Proxy Servers, Key Management, Network Routing, YAML, Application Deployment, Disaster Recovery
高级设置 · 课程 · 3-6 个月

您将获得的技能: Wireless Networks, Network Architecture, General Networking, Interoperability, Telecommunications, Emerging Technologies, Automation, Cloud Deployment, Strategic Thinking, Vendor Management, Cost Reduction, Innovation, Scalability
初级 · 课程 · 1-4 周

University of Pennsylvania
您将获得的技能: 成本效益分析, 市场动态, 资源分配, 供应与需求, 经济学, 消费者行为, 政策分析, 税收, 市场分析, 决策
混合 · 课程 · 1-3 个月

Coursera
您将获得的技能: LangGraph, AI Orchestration, System Monitoring, CrewAI, Agentic Workflows, Continuous Monitoring, Agentic systems, Enterprise Application Management, Event Monitoring, Artificial Intelligence and Machine Learning (AI/ML), Site Reliability Engineering, AI Enablement, Model Deployment, Generative AI Agents, Generative Model Architectures, AI Security, Systems Architecture, Software Architecture, Application Deployment, Middleware
中级 · 课程 · 1-4 周

您将获得的技能: Solution Architecture, Software Architecture, Zero Trust Network Access, Cloud Computing Architecture, Systems Architecture, Distributed Computing, Network Monitoring, Network Security, Network Architecture, Data Security, Network Performance Management, Application Design, Cloud Security, Internet Of Things, Software-Defined Networking, Containerization, Automation, Design
高级设置 · 课程 · 1-3 个月

Birla Institute of Technology & Science, Pilani
您将获得的技能: Relational Databases, Databases, Database Theory, Database Design, Database Systems, Database Management, SQL, Database Architecture and Administration, Database Management Systems, Query Languages, Data Modeling, Transaction Processing, Data Management, Data Integrity, System Design and Implementation, Information Technology, Data Analysis, Information Architecture, Problem Solving, Logical Reasoning
中级 · 课程 · 1-3 个月