无监督学习课程可以帮助您学习 Clustering 技术、Dimensionality Reduction 和 Anomaly Detection。您可以掌握数据预处理、Feature Extraction 和解释复杂数据集的技能。许多课程都会介绍 Scikit-learn 和 TensorFlow 等 Python 库等工具,这些工具支持在项目中实施这些方法。您还将探索客户细分、图像处理和推荐系统等领域的实际应用,提高从无标签数据中获得洞察力的能力。

University of Pennsylvania
您将获得的技能: 集成开发环境, 计算机编程, 软件开发工具, 编程原则, 计算思维, 数据结构, 脚本, Python 程序设计, 文件输入/输出, 脚本语言, Jupyter
初级 · 课程 · 1-4 周

您将获得的技能: Cloud Security, DevSecOps, Security Controls, Security Information and Event Management (SIEM), AWS Identity and Access Management (IAM), Infrastructure as Code (IaC), Cyber Security Assessment, Identity and Access Management, Cyber Security Policies, Cloud Computing, Vulnerability Management, Continuous Monitoring, Network Security, NIST 800-53, Authorization (Computing), Threat Detection, Auditing, Encryption
中级 · 课程 · 1-4 周

您将获得的技能: Organizational Change, Agentic Workflows, AI Enablement, Generative AI Agents, Workflow Management, Predictive Analytics, Cash Management, Responsible AI, Performance Tuning, Fraud detection, Accounting and Finance Software, Financial Reporting
中级 · 课程 · 1-4 周

MathWorks
您将获得的技能: 数据分析, 技术交流, 绘图(图形), 模型评估, 数据导入/导出, 交互式数据可视化, Matlab, 探索性数据分析, 数据预处理, 数据可视化软件, 监督学习, 降维, 数据叙事, 数据整合, 功能工程, 数据科学, 数据可视化, 回归分析, 分类算法, 应用机器学习
初级 · 专项课程 · 3-6 个月

您将获得的技能: Role-Based Access Control (RBAC), Cloud Management, Application Lifecycle Management, Capacity Management, Application Performance Management, Virtual Networking, API Gateway, Scalability, Large Language Modeling
中级 · 课程 · 3-6 个月

您将获得的技能: API Testing, Application Deployment, Integration Testing, Continuous Deployment, Microservices, Software Versioning, Continuous Integration, Test Automation, Application Programming Interface (API), CI/CD, Test Tools, Verification And Validation, Application Lifecycle Management
高级设置 · 课程 · 1-4 周

Knowledge Accelerators
您将获得的技能: Microsoft 365, Productivity Software, Presentations, Productivity, Content Creation, Writing and Editing, LLM Application, Generative AI, Microsoft Windows, Business Communication
初级 · 课程 · 1-3 个月

Rice University
您将获得的技能: 计算机编程, 数据分析, 面向对象编程(OOP), 理论计算机科学, 事件驱动编程, 生物信息学, 应用程序开发, 大数据, 计划发展, 编程原则, 计算思维, 用户界面(UI), 组合学, Python 程序设计, 概率, 数据结构, 互动设计, 图论, Algorithm, 伪代码
初级 · 专项课程 · 3-6 个月

您将获得的技能: Campaign Management, Google Ads, LinkedIn, Facebook, Bidding, Target Audience, Keyword Research, Performance marketing, Advertising Campaigns, Social Media Campaigns, Pay Per Click Advertising, Pinterest, Search Engine Marketing, Social Media, Paid media, Online Advertising, Lead Generation, TikTok, Advertising, Digital Advertising
初级 · 专项课程 · 3-6 个月

Board Infinity
您将获得的技能: Marketing Budgets, Stakeholder Engagement, Data-Driven Decision-Making, Marketing Effectiveness, Marketing Planning, Analytics, Data Presentation, Predictive Modeling, Trend Analysis, Presentations, Dashboard, Performance Reporting, Data Quality
初级 · 课程 · 1-4 周

您将获得的技能: Apache, PHP (Scripting Language), Web Development, Development Testing, Web Servers, Full-Stack Web Development, Development Environment, Server Side, Web Applications, HTML and CSS, Email Automation
初级 · 课程 · 1-4 周

您将获得的技能: Application Security, Incident Response, Intrusion Detection and Prevention, Network Security, Cybersecurity, Cyber Security Strategy, Cyber Attacks, Data Security, Hardening, Distributed Denial-Of-Service (DDoS) Attacks, Vulnerability Management, Vulnerability Assessments, Multi-Factor Authentication, System Configuration, Scripting, Linux Commands, Bash (Scripting Language), Linux, Scripting Languages, Python Programming
混合 · 课程 · 1-4 周