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。

Universidades Anáhuac
您将获得的技能: Dental Procedures
中级 · 课程 · 1-3 个月

Microsoft
您将获得的技能: Responsible AI, Containerization, Scalability, AI Orchestration, Application Deployment, Kubernetes, Azure Active Directory, System Monitoring, AI Workflows, Agentic systems, Artificial Intelligence, Microsoft 365, Microservices, Generative AI Agents, Enterprise Architecture, Microsoft Azure, AI Security, Enterprise Security, Role-Based Access Control (RBAC), Coordination
中级 · 课程 · 1-4 周

Stanford University
您将获得的技能: 医疗程序和 Regulator, 模型评估, 负责任的人工智能, 临床数据管理, 机器学习软件, 健康信息学, 医疗保健伦理, 人工智能, 应用机器学习, 模型部署, 性能调整, 数据收集, 风险模型
混合 · 课程 · 1-3 个月

O.P. Jindal Global University
您将获得的技能: Research, Psychology, Social Sciences, Mental Health Diseases and Disorders, Scientific Methods, Social Skills, Social Justice, Human Learning, Human Development, Cognitive flexibility, Hospice, Empathy & Emotional Intelligence, Learning Theory, Culture, Biology, Interpersonal Communications, Mental Health, Emotional Intelligence, Prenatal Care, Critical Thinking
获得学位
学位 · 1-4 年

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

您将获得的技能: Web Services, Email Automation, Scripting, Automation, Python Programming, Restful API, Application Programming Interface (API), JSON, System Monitoring, Image Analysis, Debugging
初级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Probability, Statistical Inference, Estimation, Probability & Statistics, Probability Distribution, Statistical Methods, Statistics, Markov Model, Bayesian Statistics, Data Literacy, Statistical Analysis, Sampling (Statistics), Applied Mathematics, Artificial Intelligence, Generative AI, Data Analysis, Data Science, Theoretical Computer Science, Machine Learning Algorithms, Mathematical Theory & Analysis
攻读学位
中级 · 专项课程 · 3-6 个月

您将获得的技能: Predictive Modeling, Data Visualization, Data Presentation, Data-Driven Decision-Making, Advanced Analytics, Business Analytics, AI Enablement, Business Reporting, Global Marketing, User Feedback, Regional Sales, Presentations, Key Performance Indicators (KPIs), Law, Regulation, and Compliance
初级 · 课程 · 1-4 周

AI CERTs
您将获得的技能: Responsible AI, AI Security, Data Ethics, Governance, Data Governance, Law, Regulation, and Compliance, Ethical Standards And Conduct, Compliance Training, Artificial Intelligence, Business Ethics, Compliance Management, Accountability, Regulatory Requirements, Governance Risk Management and Compliance, General Data Protection Regulation (GDPR), Personally Identifiable Information, Information Privacy, Stakeholder Engagement
初级 · 课程 · 1-3 个月

University of California San Diego
您将获得的技能: 调试, 开发环境, Java 编程, 计算机编程, 面向对象编程(OOP), 交互式数据可视化, 软件文档, 用户界面(UI), Java, 数据结构, 编程原则, 事件驱动编程, 面向对象设计, 软件工程, Algorithm
中级 · 课程 · 1-3 个月

混合 · 课程 · 1-4 周

University of Cape Town
您将获得的技能: 终身学习, 特殊教育, 护理协调, 患者教育与支持, 家庭支持, 宣传, 课程规划, 教学策略, 残疾, 培训计划, 人类学习, 与儿童一起工作, 儿童发展, 护理
初级 · 课程 · 1-4 周