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 Illinois Urbana-Champaign
您将获得的技能: 营销分析, AI 个性化服务, 留住客户, 社交网络分析, 预测建模, 营销, 客户分析, 生成式人工智能, 数字化营销, 数据分析, 文本挖掘, 数据伦理, 高级分析, 营销策略与技巧, 预测分析, 市场分析, 分析, 客户洞察, 营销效果, 机器学习
攻读学位
中级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: 计算机编程, 电子表格软件, 自动化, 数据管理, Data Management, 调试, Excel 宏, 解决问题, Visual Basic(编程语言), Algorithm, 编程原则, 数据清理
初级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Prompt Engineering, Event Marketing, Presentations, Video Editing, Canva (Software), Marketing Materials, Color Matching, Color Theory, Typography, Storytelling, Marketing Collateral, Marketing Design, Interactive Design, Brand Strategy, Social Media, Logo Design, Layout Design, Social Media Content, Social Media Campaigns, Branding
初级 · 专业证书 · 3-6 个月
您将获得的技能: Responsible AI, Data Ethics, Data Storytelling, Presentations, Technical Communication, Artificial Intelligence, Stakeholder Communications, Ethical Standards And Conduct, Case Studies, Accountability, Risk Mitigation, Governance, Design, Stakeholder Analysis, Risk Management, Project Documentation
中级 · 课程 · 1-4 周

您将获得的技能: Agile Methodology, Scrum (Software Development), Agile Project Management, Sprint Retrospectives, Sprint Planning, Case Studies, Performance Improvement, Performance Analysis, Product Development, Continuous Improvement Process
初级 · 课程 · 1-4 周

您将获得的技能: Project Risk Management, Dependency Analysis, Case Studies, Project Schedules, Scheduling, Risk Mitigation, Risk Analysis
初级 · 课程 · 1-4 周

您将获得的技能: 3D Assets, Unity Engine, Video Game Development, Game Design, 3D Modeling, Virtual Environment, Integration Testing, Computer Graphics, Scripting
中级 · 课程 · 1-4 周

Alex Genadinik
您将获得的技能: AI Personalization, Video Production, Video Editing, Content Creation, Artificial Intelligence, Animations, Multimedia, TikTok, Natural Language Processing, Scripting
混合 · 课程 · 1-4 周

您将获得的技能: LangChain, LLM Application, Hugging Face, Retrieval-Augmented Generation, OpenAI API, LangGraph, Model Deployment, AI Workflows, Large Language Modeling, AI Orchestration, Generative AI, Generative Model Architectures, CI/CD, Embeddings, Text Mining, Containerization, Restful API, Open Source Technology, Data Preprocessing, Docker (Software)
中级 · 专项课程 · 1-3 个月

The University of Edinburgh
您将获得的技能: 图论, Python 程序设计, 统计建模, 生物信息学, 生物医学技术, 自然语言处理, 大数据, 网络分析, 数据整合, 健康信息学, 数据科学, 机器学习, 精准医疗, 数据伦理, 图像分析
中级 · 课程 · 1-3 个月

您将获得的技能: Programmable Logic Controllers, Animations, Human Machine Interfaces, Control Systems, Real-Time Operating Systems, Visualization (Computer Graphics), Control Panels, Test Tools, Interactive Design, Automation Engineering, Program Development, Automation, Simulations, System Monitoring, Electrical Wiring, Computational Logic, Simulation and Simulation Software, User Interface (UI) Design, Network Troubleshooting, User Feedback
中级 · 专项课程 · 3-6 个月

您将获得的技能: Multi-Cloud, Enterprise Architecture, Cloud Computing Architecture, Cloud Platforms, Data-Driven Decision-Making, Solution Architecture, Systems Architecture, Cloud Infrastructure, Cloud Services, Artificial Intelligence and Machine Learning (AI/ML), Scalability, CI/CD, IT Security Architecture, Infrastructure As A Service (IaaS), Capacity Planning, Systems Analysis, Security Controls, Cost Containment, Blueprinting, Continuous Monitoring
中级 · 课程 · 1-4 周