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：预览University of Colorado Boulder
您将获得的技能: 环境问题, 协作, 计划评估, 社区发展, 课程规划, 需求评估, 社会影响, 主动性和领导力, 数据映射, 规划, 社区外联, 同情心, 教育与培训, 培训培训师, 社区组织, 增强能力, 与儿童一起工作, 可持续发展
您将获得的技能: Collaborative Software, Education Software and Technology, Teaching, Content Creation
您将获得的技能: Model Evaluation, Generative AI, Continuous Monitoring, MLOps (Machine Learning Operations), Model Deployment, Machine Learning Methods, Applied Machine Learning
状态：免费Coursera
您将获得的技能: Applied Machine Learning, Jupyter, Machine Learning Algorithms, Model Evaluation, Machine Learning, Predictive Modeling, Data Science, Python Programming, Predictive Analytics, Data Analysis, Technical Communication
状态：预览National Taiwan University
您将获得的技能: Machine Learning Algorithms, Model Evaluation, Classification Algorithms, Algorithms, Supervised Learning, Logistic Regression, Machine Learning, Applied Machine Learning, Data Validation, Regression Analysis, Feature Engineering, Statistical Methods, Verification And Validation
状态：免费试用您将获得的技能: Google Cloud Platform, Tensorflow, Unstructured Data, Applied Machine Learning, Model Deployment, Artificial Intelligence and Machine Learning (AI/ML), Big Data, Data Pipelines, Machine Learning, Jupyter, Natural Language Processing
您将获得的技能: Model Evaluation, MLOps (Machine Learning Operations), Generative AI, Continuous Monitoring, Model Deployment, Google Cloud Platform, Predictive Modeling, AI Security
您将获得的技能: Model Evaluation, Generative AI, Continuous Monitoring, Responsible AI, Google Cloud Platform, MLOps (Machine Learning Operations), Machine Learning Methods, Predictive Modeling
状态：免费试用您将获得的技能: Model Deployment, Unstructured Data, Google Cloud Platform, MLOps (Machine Learning Operations), Big Data, Tensorflow, Analytics, Machine Learning, Cloud API, Jupyter, Artificial Intelligence, Natural Language Processing
状态：免费试用您将获得的技能: Data Warehousing, Google Cloud Platform, Big Data, Model Evaluation, Apache Spark, Database Management, Data Integration, SQL, Dataflow, Data Pipelines, Metadata Management, Data Management, Real Time Data, Tensorflow, Data Science, Command-Line Interface, Applied Machine Learning, Cloud-Based Integration, Query Languages, Machine Learning
状态：免费试用SAS
您将获得的技能: Predictive Modeling, Predictive Analytics, Data Preprocessing, Model Evaluation, Responsible AI, Data-Driven Decision-Making, Machine Learning, Applied Machine Learning, Business Ethics, Decision Tree Learning, Business Analytics, Artificial Intelligence, Technical Management, Data Science, Social Justice
Google Cloud
您将获得的技能: Model Evaluation, Generative AI, MLOps (Machine Learning Operations), Continuous Monitoring, Model Deployment, AI Security, Data Validation, Responsible AI, Google Cloud Platform
总之，以下是 10 最受欢迎的 unsupervised learning 课程
- 与珍-古道尔和《根与芽》一起通过服务学习培养富有同情心的领导力: University of Colorado Boulder
- Créer du contenu e-learning pour vos étudiants avec Canva: Coursera
- Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - Español: Google Cloud
- Data Science Challenge: Coursera
- 機器學習基石下 (Machine Learning Foundations)---Algorithmic Foundations: National Taiwan University
- Smart Analytics, Machine Learning, and AI on GCP em Português Brasileiro: Google Cloud
- Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - Deutsch: Google Cloud
- MMachine Learning Operations (MLOps) with Vertex AI: Model Evaluation - 한국어: Google Cloud
- Smart Analytics, Machine Learning, and AI on GCP 日本語版: Google Cloud
- Hands-on Foundations for Data Science and Machine Learning with Google Cloud Labs: Google Cloud
