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。

IBM
您将获得的技能: 计算机安全事件管理, 公钥基础设施, 数据安全, Encryption, 应用安全, 防火墙, 密码协议, 威胁检测, 安全需求分析, 网络安全战略, 信息技术, 安全 Code, 密码学, 身份和访问管理, 端点安全, 高级加密标准(AES), Network Security, 计算机安全意识培训, 网络攻击, 网络安全
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

University at Buffalo
您将获得的技能: 新兴技术, 验证和确认, 区块链, 数据结构, Network Protocol(网络协议, Algorithm, 金融科技, 数据完整性, Encryption, 密码学, Virtual Machine, 分布式计算, 事务处理, Data Validation
初级 · 课程 · 1-4 周

您将获得的技能: NumPy, Pandas (Python Package), Image Analysis, Data Manipulation, Matplotlib, Computer Vision, Data Analysis, Interactive Data Visualization, Python Programming, Data Visualization, JSON, Programming Principles, Scripting, Scripting Languages, Data Structures, Development Environment, Microsoft Visual Studio, Integrated Development Environments, Computer Programming, Software Installation
初级 · 专项课程 · 3-6 个月

University of Colorado System
您将获得的技能: 业务流程管理, 决策支持系统, 星形模式, 关系数据库, 数据库管理, 商业分析, Data Governance, 数据仓库, 数据整合, 数据建模, 绩效衡量, 数据库管理系统, SQL, 仪表板, Oracle 数据库, 商业智能, 数据库设计, 摘录, 微策略, 数据可视化
高级设置 · 专项课程 · 3-6 个月

University of Michigan
您将获得的技能: Negotiation, Contract Negotiation, Arbitration, Mediation, Communication, Conflict Management, Persuasive Communication, Planning, Compliance Management, Decision Making
混合 · 课程 · 1-3 个月

您将获得的技能: Investigation, NIST 800-53, Cyber Security Assessment, Personally Identifiable Information, Failure Analysis, Root Cause Analysis
中级 · 课程 · 1-4 周

您将获得的技能: Data Visualization, Microsoft PowerPoint, Data Storytelling, Microsoft Excel, Trend Analysis
中级 · 课程 · 3-6 个月

Berklee
您将获得的技能: 创造力, 世界音乐, 文化响应, 积极倾听, 音乐, 口头表达, 媒体制作, 课堂管理, 写作, 音乐表演, 同行评审, 器乐, 叙事, 教育软件和技术, 教学, 技术解决方案, 协作, 音乐创作, 音乐理论
中级 · 专项课程 · 3-6 个月

您将获得的技能: Google Sheets, Data Import/Export, Stakeholder Communications, Management Reporting, Spreadsheet Software, Dashboard, Business Reporting, Timelines, Project Documentation, Project Management Software, Prioritization
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: Safety Culture, Behavior Management, Accident Prevention, Occupational Safety and Health Administration (OSHA), Safety Training, Safety Assurance, Applied Behavior Analysis, Proactivity, Coaching, Constructive Feedback, Recognizing Others, Initiative and Leadership, Case Studies
中级 · 课程 · 1-4 周
Coursera
您将获得的技能: AI Security, USB, Threat Modeling, Model Deployment, Electronic Hardware, CI/CD, Security Engineering, Routing Protocols, Electronics Engineering, Schematic Diagrams, Verification And Validation, Design Software, Technical Design, Differential Equations, Business Strategies
中级 · 课程 · 1-4 周