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。

Coursera
您将获得的技能: MLOps (Machine Learning Operations), Model Deployment, Anomaly Detection, Model Evaluation, Dashboard, CI/CD, Data Visualization, DevOps, Continuous Monitoring, Data-Driven Decision-Making, Performance Analysis, Key Performance Indicators (KPIs), Statistical Analysis, Performance Tuning, Data Processing, Artificial Intelligence and Machine Learning (AI/ML), Real Time Data, Automation, Agentic systems, Version Control
中级 · 专项课程 · 3-6 个月

您将获得的技能: Apple iOS, iOS Development, Apple Xcode, Application Deployment, Swift Programming, User Interface (UI), Artificial Intelligence and Machine Learning (AI/ML), Knowledge of Apple Software, Image Analysis, Real Time Data, Mobile Development, Model Deployment, User Interface and User Experience (UI/UX) Design, Computer Vision, Natural Language Processing, Classification Algorithms
中级 · 课程 · 1-4 周

Macquarie University
您将获得的技能: 多样性与包容性, 沟通, 弹性, 文化多样性, 文化敏感性, 适应, 生产率, 压力管理, 专业发展, 终身学习, 心理健康, 个人发展, 自我意识, 正念, 时间管理, 业务沟通, 组织技能, 领导力培养, 工作场所的包容性, 跨文化能力
初级 · 专项课程 · 3-6 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

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

Coursera
您将获得的技能: MLOps (Machine Learning Operations), Data Governance, Prompt Engineering, Continuous Deployment, Generative AI, System Monitoring, CI/CD, Responsible AI, Automation, DevOps, Compliance Management, Performance Tuning, Data Pipelines, Kubernetes, Docker (Software), Containerization, Data Security, Risk Management, Dashboard, Cloud Platforms
中级 · 专项课程 · 3-6 个月

DeepLearning.AI
您将获得的技能: AI Product Strategy, Artificial Intelligence, Artificial Neural Networks, Digital Transformation, Deep Learning, Technical Management, Machine Learning, Responsible AI, Data Ethics, Data Science
初级 · 课程 · 1-3 个月

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

Coursera
您将获得的技能: MLOps (Machine Learning Operations), Application Performance Management, System Monitoring, Model Deployment, Continuous Monitoring, Performance Tuning, Process Optimization, Anomaly Detection, Artificial Intelligence and Machine Learning (AI/ML), Data Mapping, Root Cause Analysis, Performance Metric, Performance Analysis
初级 · 课程 · 1-4 周

The Museum of Modern Art
您将获得的技能: 创造力, 文科, 情绪商数, 创造性思维, 课堂管理, 艺术史, 社会学, 扫盲, 备课, 学习策略, 学生参与, 指导, 美学, 教学策略, 自我意识, 学习风格, 同理心, 课程规划, 设计思维, 教学
中级 · 专项课程 · 3-6 个月

Case Western Reserve University
您将获得的技能: 法律, 互动学习, 道德标准与行为, 案例研究, 判例法, 法律诉讼, 刑事调查与法医学, 国际关系, 法律听证会, 诉讼与民事司法, 公共安全与国家安全, 法律战略
混合 · 课程 · 1-3 个月

Duke University
您将获得的技能: 云基础设施, 机器学习, MLOps(机器学习 Operator), 分布式计算, CI/CD, 云部署, 云 Native 计算, Devops, 云平台, 云存储, 云应用, 技术交流, 云 API, 应用机器学习, 软件工程, 敏捷软件开发, Google 云端平台, 持续交付, 技术文档, 云计算
中级 · 专项课程 · 3-6 个月