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。
Duke University
您将获得的技能: Responsible AI, Large Language Modeling, Data Ethics, Decision Tree Learning, AI Security, Regression Analysis, Generative AI, Artificial Intelligence, Predictive Modeling, AI Product Strategy, Statistical Modeling, Python Programming, Machine Learning, Model Evaluation, Applied Machine Learning, Logistic Regression, Deep Learning, Visualization (Computer Graphics), Plot (Graphics), Artificial Neural Networks
中级 · 专项课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Unsupervised Learning, Regression Analysis, Classification Algorithms, Dimensionality Reduction, Data Analysis, Anomaly Detection, Supervised Learning, Model Evaluation, Statistical Analysis, Analytics, Logistic Regression, Data Preprocessing, Predictive Modeling, Applied Machine Learning, Statistical Modeling, Machine Learning Methods, Data Mining, Machine Learning Algorithms, Exploratory Data Analysis, Machine Learning
中级 · 专项课程 · 3-6 个月

Meta
您将获得的技能: 数据结构, 版本控制, 用户体验设计, 安卓开发, Android Studio, React Native, Javascript, 可用性测试, Kotlin, Git(版本控制系统), Unix 命令, Jest(JavaScript 测试框架), 交互设计, 角色(用户体验), 移动开发, GitHub, 还原式 API, 用户界面(UI), Android Jetpack, 用户研究
攻读学位
初级 · 专业证书 · 3-6 个月

Cisco Learning and Certifications
您将获得的技能: Network Security, Role-Based Access Control (RBAC), Cybersecurity, Firewall, Network Monitoring, Authentications, Virtual Private Networks (VPN), Computer Networking, Authorization (Computing), Intrusion Detection and Prevention, Identity and Access Management, Security Controls, General Networking, Encryption
初级 · 课程 · 1-3 个月

Deep Teaching Solutions
混合 · 课程 · 1-4 周

Real Madrid Graduate School Universidad Europea
您将获得的技能: Sports Medicine, AI Personalization, Data Ethics, Responsible AI, Rehabilitation, Precision Medicine, Athletic Training, Injury Prevention, Augmented and Virtual Reality (AR/VR), Artificial Intelligence, Health Systems, Exercise Science, Health Technology, Healthcare Ethics, Emerging Technologies, Real Time Data, Machine Learning, Human Machine Interfaces, Predictive Modeling, Risk Management
初级 · 课程 · 1-4 周

AI CERTs
您将获得的技能: Agentic systems, Generative AI Agents, AI Workflows, AI Enablement, Artificial Intelligence and Machine Learning (AI/ML), Emerging Technologies, Business Ethics, Social Impact, Problem Solving, Analysis, Business Planning
初级 · 课程 · 1-3 个月

Coursera
您将获得的技能: LangGraph, AI Orchestration, System Monitoring, CrewAI, Agentic Workflows, Continuous Monitoring, Agentic systems, Enterprise Application Management, Event Monitoring, Artificial Intelligence and Machine Learning (AI/ML), Site Reliability Engineering, AI Enablement, Model Deployment, Generative AI Agents, Generative Model Architectures, AI Security, Systems Architecture, Software Architecture, Application Deployment, Middleware
中级 · 课程 · 1-4 周

您将获得的技能: 生成式人工智能, 机器学习, 自然语言处理, 大型语言模型, 模型评估, 强化学习
中级 · 课程 · 1-4 周

University of Colorado System
您将获得的技能: 特殊教育, 营养与饮食, 健康教育, 移情与情商, 营养教育, 家长沟通, 个性化教育计划(IEP), 行为健康, 慢性疾病, 交流障碍, 自闭症谱系障碍, 神经学, 案例研究, 社区卫生, 学校心理学, 健康促进, 学校咨询, 学生支持与服务, 护理管理, 精神和行为健康专业
初级 · 专项课程 · 3-6 个月

University of Michigan
您将获得的技能: 数据结构, 图表设计, 编程原则, 计算机编程, 计算机图形学, Python 程序设计, 调试, 计划发展
初级 · 课程 · 1-4 周

Lund University
您将获得的技能: Interactive Learning, Environmental Issue, Systems Thinking, Sustainable Development, Critical Thinking, Sustainable Business, Research, Sustainability Standards, Cultural Responsiveness, Social Justice, Consumer Behaviour, Environmental Policy, Case Studies, Economics
初级 · 课程 · 1-3 个月