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University of Colorado Boulder
您将获得的技能: 建立关系, 移情与情商, 自我意识, 教学, 坚持不懈, 成长意识
状态：新状态：预览您将获得的技能: Artificial Intelligence, Bayesian Network, Applied Machine Learning, Computational Logic, Machine Learning, Unsupervised Learning, Bayesian Statistics, Artificial Neural Networks, Reinforcement Learning, Markov Model, Algorithms, Probability & Statistics, Decision Making
状态：免费试用Alberta Machine Intelligence Institute
您将获得的技能: 模型部署, 分类算法, 负责任的人工智能, 数据清理, MLOps（机器学习 Operator）, 数据伦理, 数据预处理, 机器学习算法, Data Validation, 决策树学习, 机器学习, 模型评估, 产品生命周期管理, 数据质量, 功能工程, 项目管理, Jupyter, 应用机器学习, 监督学习, 业务运营
您将获得的技能: Model Evaluation, Responsible AI, Exploratory Data Analysis, Predictive Modeling, Data Visualization, Machine Learning, Policy Analysis, Statistical Methods, Data Science, Data Ethics, Development Environment, Software Engineering
状态：新状态：免费The University of Edinburgh
您将获得的技能: 文化多样性, 创造力, 互动学习, 气候变化计划, 合作, 学生参与
状态：新状态：免费试用您将获得的技能: Data Preprocessing, Model Deployment, Feature Engineering, Microsoft Azure, Applied Machine Learning, Machine Learning, Data Cleansing, Supervised Learning, Data Transformation, Model Evaluation, Data Quality
状态：免费试用New York Institute of Finance
您将获得的技能: Python 程序设计, 技术分析, 模型评估, 张力流, 市场趋势, 机器学习, 数据管道, 统计机器学习, 应用机器学习, 预测建模, 深度学习, 时间序列分析和预测, 证券交易, 金融市场, Keras（神经网络库）, 金融交易
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
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：免费试用Google Cloud
您将获得的技能: 模型部署, 负责任的人工智能, 可行性研究, 数据伦理, Data Governance, 模型评估, 机器学习, 数据战略, 应用机器学习, AI 赋能, 图像分析, Google 云端平台, 商业分析, 创新
状态：新Cleveland Clinic
您将获得的技能: Machine Learning Methods, Machine Learning, Machine Learning Algorithms, Healthcare Industry Knowledge, Health Informatics, Applied Machine Learning, Clinical Informatics, Health Care, Supervised Learning, Clinical Experience, Emerging Technologies, Artificial Intelligence, Reinforcement Learning, Data-Driven Decision-Making, Data Science
状态：免费试用EDHEC Business School
您将获得的技能: 无监督学习, 机器学习, 统计方法, 降维, 投资组合风险, 投资管理, 计算机科学, Jupyter, 金融市场, 预测分析, 金融建模, 监督学习, 资产管理, 投资组合管理, 应用机器学习, 回归分析
与 unsupervised learning 相关的搜索
总之，以下是 10 最受欢迎的 unsupervised learning 课程
- 教师的社会和情感学习: University of Colorado Boulder
- AI & Machine Learning: Apply, Build & Solve: EDUCBA
- 机器学习真实世界中的算法: Alberta Machine Intelligence Institute
- Interpretable machine learning applications: Part 5: Coursera
- 为可持续未来学习：COP30 现场: The University of Edinburgh
- Foundations of Machine Learning with Azure: Packt
- 在交易和金融中使用机器学习: New York Institute of Finance
- Machine Learning with Python: Case Studies: EDUCBA
- AWS AutoGluon for Machine Learning Classification: Coursera
- 使用 Google 云管理机器学习项目: Google Cloud
