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: Collaborative Software, Teaching, Education Software and Technology, Interactive Learning, User Accounts
状态：免费试用您将获得的技能: Google Cloud Platform, Unstructured Data, Model Deployment, Tensorflow, MLOps (Machine Learning Operations), Data Pipelines, Big Data, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Jupyter, Model Evaluation, Natural Language Processing, Image Analysis
状态：新状态：预览您将获得的技能: Prompt Engineering, Embeddings, Transfer Learning, Large Language Modeling, Small Data, Fraud detection, Applied Machine Learning, Model Evaluation, Machine Learning, Natural Language Processing
状态：免费试用Deep Teaching Solutions
您将获得的技能: 学习理论, 残疾, 压力管理, 备课, 学习策略, 差异化教学, 特殊教育, 课堂管理, 学习风格, 批判性思维, 教学策略, 学生参与, 教学法
状态：预览Alfaisal University | KLD
您将获得的技能: Knowledge Transfer, Organizational Leadership, Willingness To Learn, Organizational Change, Organizational Effectiveness, Competitive Intelligence, Innovation, Employee Engagement, Learning Strategies, Market Share, Business Strategy, Case Studies
状态：预览National Taiwan University
您将获得的技能: Supervised Learning, Machine Learning, Statistical Machine Learning, Model Evaluation, Logistic Regression, Theoretical Computer Science, Classification Algorithms, Mathematical Theory & Analysis, Probability & Statistics, Algorithms
状态：预览您将获得的技能: MLOps (Machine Learning Operations), Google Cloud Platform, Model Deployment, DevOps, AI Workflows, Applied Machine Learning, Continuous Deployment, Cloud Deployment, Automation, Continuous Monitoring, Data Management
状态：预览University of Illinois Urbana-Champaign
您将获得的技能: 写作, 多媒体, 口头表达, 扫盲, 媒体与传播, 文化多样性, 数字教学法, 教学策略, 学习风格, 高等教育, 教学, 非语言交流, 差异化教学, 数字扫盲
状态：新您将获得的技能: Pandas (Python Package), Web Scraping, Python Programming, Jupyter, Image Analysis, Data Manipulation, Computer Vision, Data Analysis, Natural Language Processing, Data Visualization Software, Matplotlib, Data Import/Export, Unstructured Data, Data Collection
状态：免费试用EDHEC Business School
您将获得的技能: 数据可视化软件, Python 程序设计, 消费者行为, 预测建模, 数据分析, 财务分析, 网页抓取, 网络分析, 资产管理, 金融建模, 投资, Machine Learning 方法, 社交网络分析, 非结构化数据, 金融市场, 文本挖掘, 金融报表
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
与 unsupervised learning 相关的搜索
总之，以下是 10 最受欢迎的 unsupervised learning 课程
- Machine Learning Under the Hood: The Technical Tips, Tricks, and Pitfalls: SAS
- Crea contenido de e-learning con Canva para tus estudiantes: Coursera
- Smart Analytics, Machine Learning, and AI on GCP en Français: Google Cloud
- Zero-Shot & Few-Shot Learning: Master AI with Minimal Data: Coursera
- 常识教学：第二部分，建立社区和学习习惯: Deep Teaching Solutions
- كيفية بناء منظمة متعلمة|How to Build a Learning Organization: Alfaisal University | KLD
- 機器學習基石上 (Machine Learning Foundations)---Mathematical Foundations: National Taiwan University
- Machine Learning Operations (MLOps): Getting Started - 日本語版: Google Cloud
- 多模态文学：数字媒体时代的交流与学习: University of Illinois Urbana-Champaign
- Skill Up with Python: Data Science and Machine Learning Recipes: Pearson
