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New York University
您将获得的技能: 机器学习, 统计方法, 逻辑回归, Scikit-learn （机器学习库）, 强化学习, 监督学习, 回归分析, 深度学习, 人工神经网络, 应用机器学习, 张力流, 模型评估, 金融市场, Jupyter, 金融, 预测建模
状态：免费试用Johns Hopkins University
您将获得的技能: Data Warehousing, Apache Hadoop, Databases, Transaction Processing, Distributed Computing, Database Systems, Database Management Systems, Relational Databases, Database Management, Database Architecture and Administration, Cloud Computing, Big Data, Machine Learning Software, Data Processing, Machine Learning, Scalability, Data Integrity, Disaster Recovery
您将获得的技能: Learning Management Systems, Information Architecture, Education Software and Technology, Content Management
状态：新状态：免费试用您将获得的技能: Jupyter, Data Transformation, Logistic Regression, Machine Learning Methods, Health Informatics, Applied Machine Learning, Data Preprocessing, Machine Learning, Model Evaluation, Scikit Learn (Machine Learning Library), Predictive Analytics, Analytics, Classification Algorithms, Pandas (Python Package), Software Installation
状态：新状态：预览Simplilearn
您将获得的技能: Reinforcement Learning, Model Evaluation
状态：免费试用您将获得的技能: Model Evaluation, Dimensionality Reduction, Classification Algorithms, Text Mining, Applied Machine Learning, Statistical Machine Learning, Machine Learning Algorithms, Unstructured Data, Python Programming, Algorithms
您将获得的技能: Education Software and Technology, Digital pedagogy
您将获得的技能: Transfer Learning, Tensorflow, Natural Language Processing, Keras (Neural Network Library), Embeddings, Deep Learning, Classification Algorithms, Model Evaluation, Machine Learning, Software Visualization
状态：免费Amazon Web Services
您将获得的技能: Resource Allocation, Organizational Change, Business Leadership, Strategic Leadership, Business Transformation, AI Enablement, Organizational Strategy, Organizational Leadership, Data Strategy, Technology Strategies, Business Priorities, Strategic Decision-Making, Change Management, Performance Measurement, Performance Metric, Business Metrics
Google Cloud
您将获得的技能: Analytics, Advanced Analytics, Google Cloud Platform, Model Evaluation, Big Data, Predictive Analytics, Applied Machine Learning, Data Analysis, Predictive Modeling, Data-Driven Decision-Making
状态：免费试用您将获得的技能: AWS SageMaker, Amazon Web Services, Internet Of Things, Artificial Intelligence and Machine Learning (AI/ML), Blockchain, Image Analysis, Remote Access Systems, Text Mining, Computer Vision, Natural Language Processing
状态：预览University of Illinois Urbana-Champaign
您将获得的技能: 教学法, 高等教育, 终身学习, 文化多样性, 以学生为中心的学习, 差异化教学, 教育与培训, 教学, 学生参与, 数字教学法, 课程开发, 愿意学习, 人类学习, 教学策略
总之，以下是 10 最受欢迎的 unsupervised learning 课程
- 金融领域机器学习导览: New York University
- Reliability, Cloud Computing and Machine Learning: Johns Hopkins University
- Use Wakelet to Curate Learning Collections: Coursera
- Machine Learning with Python: Diabetes Prediction: EDUCBA
- Q Learning in Reinforcement Training Basics: Simplilearn
- NLP – Machine Learning Models in Python: Packt
- Utilizing Engaging Assessment with Boom Learning: Coursera
- Transfer Learning for NLP with TensorFlow Hub: Coursera
- Building a Machine Learning Ready Organization: Amazon Web Services
- BigQuery Machine Learning using Soccer Data: Google Cloud
