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。

您将获得的技能: Microservices, Docker (Software), Containerization, API Gateway, Redis, API Design, ASP.NET, .NET Framework, Software Architecture, Microsoft Visual Studio, Software Design Patterns, Cloud-Native Computing, Restful API, C# (Programming Language), Web Services, Application Programming Interface (API), Event-Driven Programming, Integration Testing, Software Development, Web Development
中级 · 专项课程 · 3-6 个月

LearnQuest
您将获得的技能: 张力流, NumPy, 模型评估, 生物信息学, 数据操作, 随机森林算法, 人工神经网络, 机器学习, Scikit-learn (机器学习库), 应用机器学习, 功能工程, Pandas(Python 软件包), 分类算法, Keras(神经网络库), 数据清理, 探索性数据分析, 数据预处理, 数据科学, 数据转换, 降维
初级 · 专项课程 · 3-6 个月

Emory University
您将获得的技能: 心理学, 运动科学, 行为健康, 生物学, 精神集中, 生理学, 心理健康, 压力管理, 营养与饮食, 解剖学, 神经学, 认知灵活性, 预防保健, 正念, 终身学习
初级 · 课程 · 1-4 周

您将获得的技能: Infrastructure as Code (IaC), Scripting, Cloud Deployment, Data Persistence, Python Programming, Command-Line Interface, Virtual Machines, Data Pipelines
中级 · 课程 · 1-4 周

Alex Genadinik
您将获得的技能: Goal Setting, Smart Goals, Professional Development, Personal Development, Planning, Self-Motivation, Decision Making, Time Management, Productivity, Prioritization, Empowerment, Psychology, Enthusiasm, Coaching, Scientific Methods, Adaptability
混合 · 课程 · 1-3 个月

Creo Incubator
您将获得的技能: Stress Management, Personal Development, Resilience, Personal Attributes, Self-Awareness, Productivity, Mindfulness, Health And Wellness Coaching, Mental Health, Professional Development, Growth Mindedness, Self-Motivation, Behavioral Health, Time Management, Goal Setting
初级 · 课程 · 1-3 个月

Universiteit Leiden
您将获得的技能: 创伤护理, 文化多样性, 道德标准与行为, 心理学, 压力管理, 心理健康, 社会科学, 自我意识, 社会正义, 精神和行为健康专业, 正念, 环境与资源管理
初级 · 课程 · 1-3 个月

您将获得的技能: Threat Modeling, Cloud Security, Cyber Threat Intelligence, Open Web Application Security Project (OWASP), Data Governance, Security Information and Event Management (SIEM), Cloud Computing Architecture, Incident Response, Identity and Access Management, Cloud Infrastructure, AWS Identity and Access Management (IAM), MITRE ATT&CK Framework, Business Continuity Planning, Cyber Threat Hunting, Data Management, Virtual Machines, System Monitoring, Network Monitoring, Zero Trust Network Access, Disaster Recovery
初级 · 专项课程 · 1-3 个月

您将获得的技能: Infrastructure as Code (IaC), Terraform, Cloud-Native Computing, Serverless Computing, Kubernetes, DevOps, Cloud Deployment, CI/CD, Scalability, Microservices, Application Deployment, Prometheus (Software), System Monitoring, Distributed Computing, Docker (Software), Grafana, GitHub
中级 · 课程 · 1-3 个月

Alex Genadinik
您将获得的技能: Mental Concentration, Professional Development, Productivity, Self-Discipline, Personal Development, Time Management, Organizational Skills, Learning Strategies, Stress Management, Cleanliness
混合 · 课程 · 1-4 周

Duke University
您将获得的技能: 人工智能, 负责任的人工智能, 以人为本的设计, 信息隐私, 个人身份信息, 用户体验设计, AI 产品战略, 一般数据保护条例》(GDPR), 设计思维, 机器学习, 数据伦理, 人机交互, 人为因素
初级 · 课程 · 1-4 周

University of Pennsylvania
您将获得的技能: Data Storytelling, Data Presentation, Feature Engineering, Data Visualization Software, Unsupervised Learning, SQL, Data Analysis, Model Evaluation, Seaborn, Data Visualization, Tableau Software, Predictive Modeling, Exploratory Data Analysis, Predictive Analytics, Analytics, Presentations, Verbal Communication Skills, Matplotlib, Data Science, Machine Learning
初级 · 专项课程 · 1-3 个月