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: Feature Engineering, Data Visualization Software, Data Cleansing, Classification And Regression Tree (CART), Random Forest Algorithm, Decision Tree Learning, Scikit Learn (Machine Learning Library), Applied Machine Learning, Predictive Modeling, Data Manipulation, Data Preprocessing, Data Science, Machine Learning, Model Evaluation, Python Programming
状态：免费试用University of Michigan
您将获得的技能: Generative AI, Prompt Engineering, Instructional Design, Design Strategies, Content Creation, Creative Design, Emerging Technologies, Professional Development
状态：新状态：免费试用您将获得的技能: Model Evaluation, Classification Algorithms, Regression Analysis, Matplotlib, Feature Engineering, Time Series Analysis and Forecasting, Data Preprocessing, Jupyter, Image Analysis, Cloud Deployment, Scikit Learn (Machine Learning Library), Applied Machine Learning, Tensorflow, Amazon Web Services, Python Programming, Data Transformation, Logistic Regression, Machine Learning Methods, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML)
您将获得的技能: Education Software and Technology, Digital pedagogy
您将获得的技能: AWS SageMaker, Model Evaluation, Applied Machine Learning, Classification Algorithms, Amazon Web Services, Machine Learning Methods, Predictive Modeling, Machine Learning, Python Programming
状态：新状态：免费试用Birla Institute of Technology & Science, Pilani
您将获得的技能: Linear Algebra, Numerical Analysis, Artificial Intelligence and Machine Learning (AI/ML), Applied Mathematics, Data Analysis, Machine Learning, Dimensionality Reduction, Artificial Neural Networks, Data Manipulation
状态：免费试用University of Michigan
您将获得的技能: Web Content Accessibility Guidelines, Educational Materials, Multimedia, Instructional Design, Education Software and Technology, Professional Development, Content Creation, Design Strategies, Quality Assurance, Constructive Feedback, Communication
您将获得的技能: AWS SageMaker, Applied Machine Learning, Classification Algorithms, Model Evaluation, Machine Learning, Python Programming, Prototyping
状态：新状态：免费试用您将获得的技能: Model Evaluation, Classification Algorithms, Regression Analysis, Feature Engineering, Time Series Analysis and Forecasting, Applied Machine Learning, Predictive Modeling, Credit Risk, Supervised Learning, Statistical Modeling, Unsupervised Learning, Machine Learning, Python Programming, Data Visualization, Data Preprocessing
状态：免费试用Google Cloud
您将获得的技能: Data Governance, 模型部署, 负责任的人工智能, 数据战略, 数据伦理, 应用机器学习, 机器学习, AI 赋能, 模型评估, 可行性研究, 图像分析, 创新, Google 云端平台, 商业分析
状态：新状态：免费The University of Edinburgh
您将获得的技能: 互动学习, 合作, 气候变化计划, 文化多样性, 创造力, 学生参与
状态：免费试用New York Institute of Finance
您将获得的技能: Python 程序设计, 预测建模, 数据管道, 技术分析, 市场趋势, 深度学习, 张力流, 时间序列分析和预测, Keras（神经网络库）, 机器学习, 应用机器学习, 统计机器学习, 证券交易, 金融交易, 金融市场, 模型评估
与 unsupervised learning 相关的搜索
总之，以下是 10 最受欢迎的 unsupervised learning 课程
- Machine Learning for Kyphosis Disease Classification: Coursera
- Exploring Generative AI for Learning Design: University of Michigan
- AI Driven Machine Learning with Python: EDUCBA
- Creating Interactive Learning Videos with Edpuzzle: Coursera
- AWS AutoGluon for Machine Learning Classification: Coursera
- Linear Algebra for Machine Learning & AI: Birla Institute of Technology & Science, Pilani
- Learning Experience Design: Development and Evaluation: University of Michigan
- Auto Machine Learning (AutoML) Using AutoGluon : Coursera
- Machine Learning with Python: Case Studies: EDUCBA
- 使用 Google 云管理机器学习项目: Google Cloud
