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
您将获得的技能: Generative AI, Google Cloud Platform, Cloud Infrastructure, MLOps (Machine Learning Operations), Big Data, Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, AI Workflows, Machine Learning, Model Deployment, Model Evaluation, Natural Language Processing
状态：免费试用您将获得的技能: Data Ethics, Data Preprocessing, Technical Management, Model Evaluation, MLOps (Machine Learning Operations), Applied Machine Learning, Machine Learning, Performance Reporting, Predictive Analytics, Fraud detection, Business Leadership, Strategic Leadership, Data Science
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：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：免费试用Deep Teaching Solutions
您将获得的技能: 压力管理, 残疾, 批判性思维, 教学法, 备课, 特殊教育, 学习理论, 学习策略, 学生参与, 课堂管理, 学习风格, 教学策略, 差异化教学
状态：预览University of Illinois Urbana-Champaign
您将获得的技能: 多媒体, 口头表达, 数字扫盲, 高等教育, 扫盲, 媒体与传播, 文化多样性, 数字教学法, 写作, 学习风格, 教学策略, 非语言交流, 教学, 差异化教学
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: 社交网络分析, Python 程序设计, 网页抓取, Machine Learning 方法, 消费者行为, 数据可视化软件, 网络分析, 预测建模, 资产管理, 金融建模, 非结构化数据, 金融市场, 投资, 数据分析, 金融报表, 财务分析, 文本挖掘
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University of Colorado Boulder
您将获得的技能: 环境问题, 主动性和领导力, 协作, 社会影响, 需求评估, 课程规划, 同情心, 增强能力, 数据映射, 教育与培训, 社区外联, 培训培训师, 计划评估, 与儿童一起工作, 规划, 社区组织, 可持续发展, 社区发展
总之，以下是 10 最受欢迎的 unsupervised learning 课程
- Introduction to AI and Machine Learning on GC - 한국어: Google Cloud
- Launching Machine Learning: Delivering Operational Success with Gold Standard ML Leadership: SAS
- كيفية بناء منظمة متعلمة|How to Build a Learning Organization: Alfaisal University | KLD
- Zero-Shot & Few-Shot Learning: Master AI with Minimal Data: Coursera
- Smart Analytics, Machine Learning, and AI on GCP en Français: Google Cloud
- 常识教学：第二部分，建立社区和学习习惯: Deep Teaching Solutions
- 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
- 利用 Python 和机器学习技术替代数据集进行资产管理: EDHEC Business School
- Machine Learning Operations (MLOps): Getting Started - 日本語版: Google Cloud
