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
University of Illinois at Urbana-Champaign
您将获得的技能: Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Credit Risk, Project Closure, Machine Learning Algorithms, Business Strategy, Risk Management, Social Determinants Of Health, Revenue Recognition, Financial Auditing, Variance Analysis, Entrepreneurship, Data Governance, Generative AI, Supply And Demand, Statistical Inference
状态：免费试用University of Colorado Boulder
您将获得的技能: 统计分析, 模型评估, 异常检测, 机器学习算法, 决策树学习, 无监督学习, 大数据, 人工神经网络, 数据分析, 机器学习, 贝叶斯统计, Algorithm, 分类算法, 监督学习, 数据挖掘, 探索性数据分析
状态：新状态：免费试用您将获得的技能: CI/CD, Microsoft Azure, Data Lakes, Microsoft Power Platform, Azure Synapse Analytics, Data Pipelines, Analytics, Data Governance, Advanced Analytics, Data Security, Data Management, Data Analysis Expressions (DAX), Power BI, Microsoft Excel, Exploratory Data Analysis, Apache Spark, Application Deployment, SQL, Governance, Version Control
IIT Guwahati
您将获得的技能: Package and Software Management, Time Series Analysis and Forecasting, Cloud Computing Architecture, Linear Algebra, Data Structures, Data Warehousing, Data Visualization, Model Evaluation, Database Management, Database Theory, Social Network Analysis, Algorithms, Deep Learning, Portfolio Management, Oral Comprehension, Java Programming, C (Programming Language), Matplotlib, Spreadsheet Software, Econometrics
状态：预览University of London
您将获得的技能: 宣传, 案例研究, 政策分析, 公共政策, 政治科学, 管理, 世界历史, 人类发展, 危机干预, 国际关系, 外交, 社会正义, 可持续发展
状态：免费试用University of Minnesota
您将获得的技能: 机器学习算法, 模型评估, 线性代数, 机器学习, 应用机器学习, Algorithm, 降维
状态：免费试用IBM
您将获得的技能: 业务沟通, 积极倾听, 可信度, 建立关系, 沟通, 人际沟通, 建设性反馈, 冲突管理, 影响, 个人属性, 专业精神, 非语言交流, 人员管理, 自信, 协作, 社交技能
状态：新状态：免费试用Knowledge Accelerators
您将获得的技能: Microsoft 365, Productivity Software, Presentations, Productivity, Content Creation, Writing and Editing, LLM Application, Generative AI, Microsoft Windows, Business Communication
状态：免费试用您将获得的技能: Generative AI, Oracle Cloud, Large Language Modeling, AI Enablement, Artificial Intelligence, Supervised Learning, Prompt Engineering, Deep Learning, Machine Learning, Artificial Neural Networks, Unsupervised Learning, Computer Vision, Natural Language Processing, Recurrent Neural Networks (RNNs)
状态：新状态：免费试用您将获得的技能: Cloud Deployment, Amazon Web Services
状态：免费试用University of Michigan
您将获得的技能: Artificial Intelligence and Machine Learning (AI/ML), AI Enablement, Generative AI, Artificial Intelligence, Technical Design, Machine Learning, Data-Driven Decision-Making, Deep Learning, Applied Machine Learning, Algorithms
状态：预览University of Michigan
您将获得的技能: 能源与公用事业, 物理科学, 物理学, 测量系统, 工程学, 环境问题, 工程分析, 机械工程, 热管理, 过程分析
与 unsupervised learning 相关的搜索
总之，以下是 10 最受欢迎的 unsupervised learning 课程
- Graduate Certificate in Accounting Data Analytics: University of Illinois at Urbana-Champaign
- 数据挖掘方法: University of Colorado Boulder
- Microsoft Fabric: Implement and Manage Analytics Solutions: Whizlabs
- Bachelor of Science in Data Science & AI: IIT Guwahati
- 全球外交：世界中的联合国: University of London
- 矩阵因式分解和高级技术: University of Minnesota
- 培养人际交往技能: IBM
- Beginner Microsoft Copilot: AI Prompts & Workflows: Knowledge Accelerators
- Oracle Cloud Infrastructure AI Foundations: Oracle
- Introduction to Cloud-Native Architecture and Microservices: Packt
