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: Model Deployment, Logistic Regression, Probability & Statistics, Statistics, Model Evaluation, Classification And Regression Tree (CART)
混合 · 课程 · 1-4 周

Real Madrid Graduate School Universidad Europea
您将获得的技能: AI Personalization, Medical Equipment and Technology, AI Enablement, Risk Modeling, Health Systems, Artificial Intelligence and Machine Learning (AI/ML), Physical Stamina, Accident Prevention, Predictive Modeling, Healthcare Ethics, Pediatrics, Emerging Technologies, Load Balancing, Real Time Data, Health Education, Machine Learning, Child Health, Biomedical Engineering, Data Modeling, Child Development
初级 · 专项课程 · 3-6 个月
您将获得的技能: Model Deployment, LLM Application, Large Language Modeling, System Monitoring, Scalability, Hugging Face, Cloud Deployment, Performance Tuning, MLOps (Machine Learning Operations), Prompt Engineering, Transfer Learning, AI Security, Applied Machine Learning, Application Security, Artificial Intelligence, API Design, Model Evaluation
中级 · 课程 · 1-4 周

您将获得的技能: Prompt Engineering, Prompt Patterns, ChatGPT, Generative AI, Large Language Modeling, Responsible AI, Model Deployment, AI Security, Restful API, Application Deployment, Artificial Intelligence, Software Development Tools, Software Testing, Test Automation, Software Development, DevSecOps, CI/CD, Prototyping, Artificial Intelligence and Machine Learning (AI/ML), Java Programming
中级 · 专项课程 · 1-3 个月

Google Cloud
您将获得的技能: MLOps(机器学习 Operator), 模型评估, 数据预处理, 数据管道, 云部署, 人工神经网络, Google 云端平台, Python 程序设计, 深度学习, 机器学习, 模型部署, 数据转换, 功能工程, 张力流, Keras(神经网络库)
中级 · 课程 · 1-3 个月

您将获得的技能: Site Reliability Engineering, Kubernetes, Application Performance Management, Google Cloud Platform, Cloud Infrastructure, System Monitoring, Prompt Engineering, Application Deployment, Identity and Access Management, Cloud Deployment, CI/CD, Containerization, Cloud Storage, Cloud Security, Cloud Services, Cloud Management, Service Level Agreement, Safety Culture, Network Monitoring, Culture Transformation
初级 · 专业证书 · 3-6 个月

您将获得的技能: Growth Mindedness, Organizational Development, AI Enablement, Lifelong Learning, Personal Development, Leadership Development, Mindfulness
中级 · 课程 · 1-3 个月

University of Michigan
您将获得的技能: 终身学习, 正念, 个人发展, 道德标准与行为, 设定目标, 同情心, 自我意识, 心理健康, 压力管理
初级 · 课程 · 1-4 周

Real Madrid Graduate School Universidad Europea
您将获得的技能: Kinesiology, Applied Machine Learning, Bayesian Network, Machine Learning, Data-Driven Decision-Making, Epidemiology, Load Balancing, Health Education, Data Integration, Systems Engineering, Psychological Evaluations
初级 · 课程 · 1-4 周
University of Michigan
您将获得的技能: 应用编程接口 (API), 还原式 API, 网页抓取, 超文本标记语言(HTML), 数据处理, Network Protocol(网络协议, 数据操作, 可扩展标记语言(XML), Python 程序设计, JSON, 网络服务, 软件安装
初级 · 课程 · 1-3 个月
Alberta Machine Intelligence Institute
您将获得的技能: Generative AI Agents, Generative AI, Generative Model Architectures, LangChain, Large Language Modeling, Artificial Intelligence and Machine Learning (AI/ML), Model Deployment, Prompt Engineering, Google Cloud Platform, PyTorch (Machine Learning Library), System Monitoring, Embeddings, Deep Learning, Transfer Learning, Model Evaluation, Development Environment, Natural Language Processing, Vector Databases
中级 · 课程 · 1-4 周

Microsoft
您将获得的技能: 卷积神经网络, 信息隐私, 模型评估, 数据分析, 数据预处理, 数据处理, 负责任的人工智能, 数据伦理, 数据管道, 机器学习软件, 机器学习, 迁移学习, 数据转换, 分布式计算, 模型部署, Virtual Machine, 分类算法, 张力流, 图像分析, 监督学习
中级 · 专业证书 · 3-6 个月