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: Prompt Engineering, Multimodal Prompts, Prompt Patterns, AI Enablement, AI Personalization, LLM Application, Ideation, Solution Design
状态：新状态：免费试用LearnKartS
您将获得的技能: Google Gemini, Marketing Automation, ChatGPT, Marketing, Generative AI, Content Marketing, Business Marketing, Content Creation, Digital Content, Prompt Engineering, Branding, Social Media, Google Ads, Search Engine Optimization, Digital Assets, Digital Advertising, Productivity, Facebook, Sales Pipelines, Web Development
状态：免费试用您将获得的技能: Design Thinking, Data Science, Process Design, Strategic Thinking, Data Pipelines, Data Validation, Data Processing, Workflow Management, Data Cleansing, Data Quality, Business Priorities, NumPy, Machine Learning, Python Programming
状态：新状态：免费试用University of Colorado Boulder
您将获得的技能: Probability, Statistical Inference, Estimation, Probability & Statistics, Probability Distribution, Statistical Methods, Statistics, Markov Model, Bayesian Statistics, Data Literacy, Statistical Analysis, Sampling (Statistics), Applied Mathematics, Artificial Intelligence, Generative AI, Data Analysis, Data Science, Theoretical Computer Science, Machine Learning Algorithms, Mathematical Theory & Analysis
状态：新状态：免费试用University of Illinois Urbana-Champaign
您将获得的技能: Social Determinants Of Health, Community Health, Health Equity, Behavioral Economics, Health Administration, Consumer Behaviour, Business Modeling, Artificial Intelligence
状态：新状态：预览Simplilearn
您将获得的技能: Email Marketing, Marketing Analytics, Campaign Management, Marketing Automation, Web Analytics, Web Content, Account Management, Dashboard, Customer Data Management, Automation, Content Management, Configuration Management
状态：新状态：预览University of Maryland, College Park
您将获得的技能: Marketing Automation, Online Advertising, AI Enablement, Marketing Analytics, Natural Language Processing
状态：免费试用Johns Hopkins University
您将获得的技能: Python 程序设计, 数据结构, 面向对象编程（OOP）, 软件包和软件管理, 数据操作, 编程原则, 计算逻辑, Jupyter, 文件输入/输出, 生物信息学
状态：新Creo Incubator
您将获得的技能: Self-Awareness, Professional Networking, Relationship Building, Strategic Communication, Personal Development, Decision Making, Communication, Entrepreneurship, Initiative and Leadership, Assertiveness, Leadership, Strategic Decision-Making
状态：新状态：免费试用您将获得的技能: Google Analytics, Web Analytics, Marketing Analytics, Target Audience, Campaign Management, Data-Driven Decision-Making, Marketing Effectiveness, Performance marketing, Data Validation, Real Time Data, Customer Insights, Trend Analysis, Data Quality, Anomaly Detection, Benchmarking
状态：新状态：免费试用您将获得的技能: Excel Formulas, Data Storytelling, Microsoft Excel, Dashboard, Pivot Tables And Charts, Power BI, Data-Driven Decision-Making, Microsoft Copilot, Spreadsheet Software, Data Literacy, Data Presentation, Data Visualization Software, Generative AI, Data Visualization, Data Analysis, Business Intelligence, Data Processing, Data Collection, Interactive Data Visualization, Business Metrics
状态：免费试用Imperial College London
您将获得的技能: 深度学习, 迁移学习, 张力流, 嵌入, 自然语言处理, Keras（神经网络库）, 递归神经网络 (RNN), 数据管道, 模型评估, 卷积神经网络
与 unsupervised learning 相关的搜索
总之，以下是 10 最受欢迎的 unsupervised learning 课程
- Use AI as a Creative or Expert Partner: Google
- AI Marketing Mastery: LearnKartS
- AI Workflow: Business Priorities and Data Ingestion: IBM
- Foundations of Probability and Statistics: University of Colorado Boulder
- The Future of Healthcare and Emerging Trends: University of Illinois Urbana-Champaign
- Mailchimp Basics Training for Beginners: Simplilearn
- Marketing in the Age of AI: University of Maryland, College Park
- 基因组数据科学 Python: Johns Hopkins University
- Introverted Entrepreneurship for Leaders Success: Creo Incubator
- Segment and Validate Your Live Marketing Data: Coursera
