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。

Knowledge Accelerators
您将获得的技能: Microsoft Copilot, Microsoft 365, Microsoft Teams, Productivity Software, Microsoft Power Platform, Workflow Management, Team Building, Generative AI Agents, Document Management, Generative AI, Ethical Standards And Conduct, Language Interpretation, Translation, and Studies, Microsoft Excel, Business Correspondence, Presentations, Prioritization, Business Writing, Productivity, Microsoft PowerPoint, Business Communication
初级 · 专项课程 · 3-6 个月

Coursera
您将获得的技能: Performance Tuning, Artificial Intelligence, Maintainability, Python Programming, Performance Analysis, Software Architecture, Technical Writing, Program Standards
中级 · 课程 · 1-4 周

Microsoft
您将获得的技能: Microsoft 365, Network Security, Cloud Management, Microsoft Azure, Business Software, Computer Hardware, Virtual Machines, Identity and Access Management, Cybersecurity, Network Troubleshooting, Microsoft Office, Desktop Support, Virtual Private Networks (VPN), Azure Active Directory, Technical Support, Hardware Troubleshooting, System Monitoring, Disaster Recovery, Cloud Computing, Network Protocols
初级 · 专业证书 · 3-6 个月

您将获得的技能: Web Applications, Authentications, Front-End Web Development, Authorization (Computing), Application Programming Interface (API), User Interface (UI) Design
中级 · 课程 · 1-3 个月

University of Washington
您将获得的技能: 软件安装, 理论计算机科学, 计算机编程, 计算思维, 软件设计, 鲁比(编程语言), 编程原则, 其他编程语言, 功能设计
中级 · 课程 · 1-3 个月

您将获得的技能: Regression Analysis, Logistic Regression, Statistical Hypothesis Testing, Data Analysis, Advanced Analytics, Statistical Analysis, Correlation Analysis, Analytical Skills, Business Analytics, Statistical Modeling, Model Evaluation, Variance Analysis, Predictive Modeling, Machine Learning, Python Programming
高级设置 · 课程 · 1-3 个月

Coursera
您将获得的技能: Prompt Engineering, Anthropic Claude, Generative AI, Artificial Intelligence, Application Development, Application Programming Interface (API), Authentications, Context Management, User Interface and User Experience (UI/UX) Design, Content Creation, Customer Service
中级 · 课程 · 1-4 周

University of Toronto
您将获得的技能: 机器学习算法, 深度学习, 人工神经网络, 机器人, 卷积神经网络, 线性代数, 计算机视觉, 图像分析
高级设置 · 课程 · 1-3 个月

University of Illinois at Urbana-Champaign
您将获得的技能: Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Credit Risk, Project Closure, Machine Learning Algorithms, Business Strategy, Risk Management, Social Determinants Of Health, Revenue Recognition, Financial Auditing, Variance Analysis, Entrepreneurship, Data Governance, Generative AI, Supply And Demand, Statistical Inference
提供的学分
研究生证书 · 6-12 个月

Simplilearn
您将获得的技能: Email Marketing, Marketing Analytics, Campaign Management, Target Audience, Marketing Strategies, Web Content, Account Management, Dashboard, Data Integration, Customer Data Management, Automation, Content Management, Configuration Management
初级 · 课程 · 1-4 周

您将获得的技能: API Testing, React.js, Authentications, Containerization, OAuth, Cloud Deployment, Back-End Web Development, PostgreSQL, API Gateway, Software Documentation, Amazon Web Services, Cloud Applications, Event-Driven Programming, Front-End Web Development, Python Programming, Database Management, Restful API, SQL, API Design, Databases
中级 · 专项课程 · 3-6 个月

您将获得的技能: Peer Review, Technical Communication, Agile Methodology, Engineering Management, Decision Making, AI Product Strategy
中级 · 课程 · 1-4 周