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。

Northeastern University
您将获得的技能: Software Development Life Cycle, Agile Software Development, Agile Methodology, Agile Project Management, Scrum (Software Development), Requirements Analysis, Sprint Retrospectives, Sprint Planning, Waterfall Methodology, Backlogs, User Story, Continuous Delivery, Cross-Functional Collaboration, Continuous Integration
混合 · 课程 · 1-3 个月

您将获得的技能: Model Deployment, MLOps (Machine Learning Operations), AI Orchestration, Dependency Analysis, Application Deployment, Continuous Deployment, Generative AI, Release Management, Regression Testing, Cloud Deployment, Verification And Validation, Site Reliability Engineering, CI/CD, Model Evaluation, Continuous Delivery, Data-Driven Decision-Making, Application Performance Management, Software Technical Review, Kubernetes, System Requirements
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: Cloud Management, Compliance Management, Infrastructure as Code (IaC), Terraform, Multi-Tenant Cloud Environments, Cloud Security, Cost Control, Automation, Amazon Web Services, Governance, Compliance Auditing, Cost Management, Scripting, Data-Driven Decision-Making, Analysis
中级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: 数据访问, 网页抓取, R 语言程序设计(中文版), MySQL, 数据操作, 数据管理, Data Management, 数据整合, 数据导入/导出, 应用编程接口 (API), 数据清理, 数据收集, 数据预处理
混合 · 课程 · 1-4 周

IBM
您将获得的技能: 回归分析, Python 程序设计, 无监督学习, Scikit-learn (机器学习库), Keras(神经网络库), 数据分析, 人工神经网络, 机器学习, 技术交流, 数据展示, 应用机器学习, 探索性数据分析, 监督学习
高级设置 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Prompt Engineering, Generative AI Agents, Retrieval-Augmented Generation, Google Gemini, Responsible AI, Generative AI, Google Workspace, Google Cloud Platform, Gemini, AI Product Strategy, AI Enablement, AI Workflows, Productivity Software, AI Security, Unstructured Data, Tool Calling, Data Literacy, Artificial Intelligence, Cloud Computing, Collaboration
初级 · 专业证书 · 3-6 个月

您将获得的技能: Ideation, Adobe Firefly, Target Audience, Creative Problem-Solving, Conceptual Design, Creative Thinking, Brainstorming, Creativity, Communication, Design Thinking, Adobe Express, Visual Design, Storyboarding, Entrepreneurship, Value Propositions, Generative AI, Prototyping, Problem Solving, Adobe Creative Cloud, Market Opportunities
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: Scrum (Software Development), Team Building, Team Management, Backlogs, Agile Project Management, Agile Methodology, Sprint Retrospectives, Team Leadership, Sprint Planning, User Story, Cross-Functional Collaboration, Case Studies, Project Management, Resilience
初级 · 课程 · 1-4 周

University at Buffalo
您将获得的技能: 高电压, 电气安全, 能源与公用事业, 基本电气系统, 可持续技术, 电力系统, 电气设备, 低电压, 电气系统, 电力, 变电站
初级 · 课程 · 1-4 周

Logical Operations
您将获得的技能: Photo Editing, Adobe Photoshop, Image Quality, File Management, Adobe Creative Cloud, Photography, Graphics Software, Design Elements And Principles, Editing, Graphic and Visual Design Software, Color Matching, Computer Graphic Techniques, Productivity Software, User Interface (UI)
混合 · 课程 · 1-3 个月

University of California, Irvine
您将获得的技能: 传播规划, 利益攸关方沟通, 风险管理, 项目管理, 变更控制, 项目绩效, 风险分析, 项目关闭, 项目文件, 变革管理, 范围管理
混合 · 课程 · 1-3 个月

University of Pennsylvania
您将获得的技能: 工艺优化, 模拟和模拟软件, 回归分析, 业务建模, 谷歌工作表, 决策树学习, 电子表格软件, Excel 公式, 统计方法, 预测分析, 分析, 风险分析, 预测, 金融建模, 数据分析软件, 概率分布, 运筹学, 微软Excel
混合 · 课程 · 1-4 周