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
Google Cloud
您将获得的技能: 迁移学习, 深度学习, 机器学习, 卷积神经网络, 张力流, 应用机器学习, Keras（神经网络库）, 图像分析
状态：免费Amazon Web Services
您将获得的技能: Applied Machine Learning, Machine Learning, AI Enablement, MLOps (Machine Learning Operations), Technology Roadmaps, Data-Driven Decision-Making, Artificial Intelligence and Machine Learning (AI/ML), Business Analytics, Business Solutions, Organizational Strategy, AI Product Strategy, Organizational Change, Product Roadmaps, Feasibility Studies, System Requirements, Solution Design, Training Programs
状态：预览Google Cloud
您将获得的技能: Google 云端平台, 模型部署, 数据安全, 数据管理, 数据处理, 数据存储技术, MLOps（机器学习 Operator）, 数据建模, 功能工程
您将获得的技能: AWS SageMaker, Applied Machine Learning, Model Evaluation, Amazon Web Services, No-Code Development, Machine Learning, Supervised Learning, Cloud Platforms, Predictive Modeling, Amazon S3, Version Control, Data Preprocessing, Model Deployment
您将获得的技能: Machine Learning Algorithms, Data Visualization, Dashboard, Classification Algorithms, Interactive Data Visualization, Data Visualization Software, Model Evaluation, Machine Learning, Scikit Learn (Machine Learning Library), Plot (Graphics), Web Applications, Logistic Regression, Predictive Modeling, Data Science, Python Programming, Pandas (Python Package)
您将获得的技能: Pandas (Python Package), Data Visualization, Data Manipulation, Data Cleansing, Matplotlib, Text Mining, Exploratory Data Analysis, Data Analysis, Data Preprocessing, Python Programming
您将获得的技能: Pandas (Python Package), Data Manipulation, Data Analysis, NumPy, Python Programming
您将获得的技能: Pandas (Python Package), Data Analysis, Data Manipulation, Data Integration, Python Programming, Data Transformation
状态：预览您将获得的技能: Generative AI, Google Cloud Platform, MLOps (Machine Learning Operations), Tensorflow, Cloud Infrastructure, Cloud Platforms, Artificial Intelligence, Model Deployment, Applied Machine Learning, Machine Learning, Natural Language Processing
您将获得的技能: Pandas (Python Package), Data Analysis, Data Manipulation, Time Series Analysis and Forecasting, Python Programming
您将获得的技能: Pandas (Python Package), Data Analysis, Data Manipulation, Data Wrangling, NumPy, Python Programming
状态：免费试用Johns Hopkins University
您将获得的技能: 病人教育与咨询, 教育与培训, 健康教育, 社区卫生, 教育材料, 培训计划, 规划, 需求评估, 监督, 培训培训师, 智能目标, 成人教育
总之，以下是 10 最受欢迎的 unsupervised learning 课程
- 利用迁移学习对猫狗图像进行分类: Google Cloud
- Machine Learning Essentials for Business and Technical Decision Makers: Amazon Web Services
- 使用 Vertex AI 进行机器学习操作 (MLOps)：管理功能: Google Cloud
- No-Code Machine Learning Using Amazon AWS SageMaker Canvas: Packt
- Build a Machine Learning Web App with Streamlit and Python: Coursera
- Mastering Data Analysis with Pandas: Learning Path Part 5: Coursera
- Master Data Analysis with Pandas: Learning Path 1 (Enhanced): Coursera
- Mastering Data Analysis with Pandas: Learning Path Part 3: Coursera
- Introduction to AI and Machine Learning on GC - Español: Google Cloud
- Mastering Data Analysis with Pandas: Learning Path Part 4: Coursera
