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：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：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：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
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：免费试用University of California, Irvine
您将获得的技能: 数据建模, 星形模式, 商业分析, 数据仓库, 云计算, 无监督学习, 预测建模, 商业智能, 市场分析, 雪花模式, 分类算法, 数据挖掘, 数据驱动的决策制定, 摘录, 监督学习
状态：免费试用University of Michigan
您将获得的技能: 描述性统计, Python 程序设计, 统计分析, 概率与统计, 数据可视化软件, Matplotlib, 统计方法, 数据 Compiler, 数据分析, 统计推理, 抽样（统计）, 箱形图, 探索性数据分析, 数据扫盲, Plotly, Jupyter, NumPy, 数据收集, 数据可视化, 统计
状态：新状态：免费试用您将获得的技能: Keyword Research, Search Engine Optimization, Web Analytics and SEO, Search Engine Marketing, Research, Competitive Intelligence, Digital Marketing, Content Creation, Content Performance Analysis, Data-Driven Decision-Making, Content Strategy, Content Marketing, Marketing Analytics, Digital Content, Web Analytics, AI Enablement, Workflow Management, Generative AI, Content Management, Analytics
状态：新状态：免费试用您将获得的技能: Adobe Firefly, Storyboarding, Adobe Express, Prompt Engineering, Responsible AI, Data Ethics, Collaborative Software, Creativity, Adobe Creative Cloud, Prompt Engineering Tools, AI Enablement, Generative AI, Adobe Photoshop, Adobe Illustrator, Creative Thinking, Visualization (Computer Graphics), Creative Design, Storytelling, Branding, Content Development and Management
状态：免费试用University of Illinois Urbana-Champaign
您将获得的技能: 业务转型, 案例研究, 创新, 消费者行为, 营销渠道, 数字化营销, 营销管理, MarTech, 改善客户体验, 营销策略, 营销, 全球营销, 企业战略, 数字化转型
状态：免费试用University of Virginia
您将获得的技能: 创新, 产品路线图, Agile 方法论, 业务建模, 设计与产品, 客户洞察, 设计思维, 数据驱动的决策制定, 客户参与, 新产品开发, 产品管理, 产品改进, 利益相关者的参与, 网络分析
状态：新状态：预览您将获得的技能: Digital Transformation, DevOps, Agile Product Development, Agile Methodology, Product Development, Team Building, Team Oriented, Meeting Facilitation, Technical Management, Continuous Improvement Process, Prioritization
与 unsupervised learning 相关的搜索
总之，以下是 10 最受欢迎的 unsupervised learning 课程
- Segment and Validate Your Live Marketing Data: Coursera
- Use AI as a Creative or Expert Partner: Google
- 使用 TensorFlow 2 定制模型: Imperial College London
- AI Workflow: Business Priorities and Data Ingestion: IBM
- Foundations of Probability and Statistics: University of Colorado Boulder
- 数据仓库和商业智能: University of California, Irvine
- 使用 Python 理解和可视化数据: University of Michigan
- Search Engine Optimization and Content Strategy: Coursera
- Create and Enhance Visuals With AI: Adobe
- 数字营销革命: University of Illinois Urbana-Champaign
