无监督学习课程
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。
热门无监督学习课程和认证
状态：免费试用Northeastern University
您将获得的技能: 数据驱动的决策制定, 商业分析, 决策支持系统, 分析, 健康信息学, 医疗保健行业知识, 性能指标, 客户体验战略（CX）, 预测分析, 人工智能和机器学习（AI/ML）, 应用机器学习, 流程制图
您将获得的技能: Generative AI, Google Cloud Platform, MLOps (Machine Learning Operations), Artificial Intelligence and Machine Learning (AI/ML), Cloud Infrastructure, Tensorflow, Big Data, Model Deployment, Machine Learning, Natural Language Processing, Data Pipelines
Google Cloud
您将获得的技能: Google 云端平台, 决策树学习, 大数据, 欺诈检测, 异常检测, 无监督学习, 机器学习, 功能工程, 预测建模, 应用机器学习, 数据操作, 逻辑回归, 监督学习, 模型评估
状态：免费试用您将获得的技能: Google Cloud Platform, Model Deployment, Machine Learning, Advanced Analytics, Unstructured Data, Predictive Modeling, Jupyter, Artificial Intelligence, Natural Language Processing, Image Analysis
您将获得的技能: Google Cloud Platform, Model Deployment, Unstructured Data, MLOps (Machine Learning Operations), Big Data, Data Pipelines, Cloud Deployment, Jupyter, Machine Learning, Artificial Intelligence, Natural Language Processing
您将获得的技能: Generative AI, Model Deployment, Google Cloud Platform, MLOps (Machine Learning Operations), Cloud Development, Artificial Intelligence and Machine Learning (AI/ML), AI Workflows, Natural Language Processing, Tensorflow, Machine Learning, Cloud Infrastructure, Data Preprocessing, Data Processing
状态：预览Universidad Nacional de Colombia
您将获得的技能: Caregiving, Critical Thinking, Home Health Care, Complex Problem Solving, Case Studies, Patient-centered Care, Patient Observation, Chronic Diseases, Organizational Skills, Self-Awareness, Emotional Intelligence, Stress Management
状态：预览Universidad Nacional de Colombia
您将获得的技能: Caregiving, Care Management, Home Health Care, Long Term Care, Compassion, Patient Education and Support, Critical Thinking and Problem Solving, Stress Management, Chronic Diseases, Emotional Intelligence, Adaptability
Google Cloud
您将获得的技能: Data Preprocessing, MLOps (Machine Learning Operations), Workflow Management, AI Workflows, Data Governance, Data Management, Model Deployment, Data Lakes, Google Cloud Platform, Model Evaluation, Tensorflow, Data Pipelines, Machine Learning, Feature Engineering, Data Transformation
您将获得的技能: Collaborative Software, Teaching, Education Software and Technology, Interactive Learning, User Accounts
状态：免费试用您将获得的技能: Responsible AI, Machine Learning, Data Ethics, Predictive Analytics, Statistical Modeling, Supervised Learning, Model Evaluation, Artificial Intelligence and Machine Learning (AI/ML), Data Science, Machine Learning Algorithms, Decision Tree Learning, Data Analysis, Deep Learning, Logistic Regression, Artificial Neural Networks
您将获得的技能: Model Deployment, Google Cloud Platform, Unstructured Data, Tensorflow, Applied Machine Learning, Cloud Deployment, Data Pipelines, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Jupyter, Prototyping
总之，以下是 10 最受欢迎的 unsupervised learning 课程
- 机器学习和人工智能在医疗保健领域的商业应用: Northeastern University
- Introduction to AI and Machine Learning on GC - Indonesian: Google Cloud
- 利用谷歌云上的机器学习检测金融交易欺诈: Google Cloud
- Smart Analytics, Machine Learning, and AI on GCP en Español: Google Cloud
- Smart Analytics, Machine Learning, and AI on GCP - Italiano: Google Cloud
- Introduction to AI and Machine Learning on GC - Deutsch: Google Cloud
- Learning from the experiences of caregivers with chronic conditions: Universidad Nacional de Colombia
- Learning to be caregivers for people with chronic conditions: Universidad Nacional de Colombia
- Machine Learning in the Enterprise - 日本語版: Google Cloud
- Crea contenido de e-learning con Canva para tus estudiantes: Coursera
