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: Interactive Learning, Developing Training Materials, Game Design, Education Software and Technology, Infographics, Content Creation, Digital pedagogy
状态：预览University of Leeds
您将获得的技能: 协作, 个人发展, 批判性思维, 自我意识, 沟通, 数字扫盲, 技术交流, 数字通信, 学习策略
状态：免费试用DeepLearning.AI
您将获得的技能: 卷积神经网络, 机器学习, 计算机视觉, 数据预处理, 深度学习, 人工神经网络, Keras（神经网络库）, 模型评估, 张力流, 图像分析, 人工智能
状态：免费试用Alberta Machine Intelligence Institute
您将获得的技能: 道德标准与行为, 数据伦理, 模型部署, 企业战略, 负责任的人工智能, 系统集成, 利益攸关方沟通, 持续监测, AI 赋能, MLOps（机器学习 Operator）, 机器学习, 性能指标, 应用机器学习, 性能调整, 风险缓解, 业务运营, 运行分析, AI 产品战略, 模型评估, 数据维护
状态：免费试用University of California San Diego
您将获得的技能: Flask（网络框架）, 应用程序部署, 模型部署, 数据操作, Django （网络框架）, Python 程序设计, 数据预处理, 机器学习, MLOps（机器学习 Operator）, 预测建模, 网络应用
Google Cloud
您将获得的技能: 机器学习, 强化学习, GitHub, Jupyter, Google 云端平台, 张力流, 游戏设计
状态：预览Accenture
您将获得的技能: Conflict Management, Growth Mindedness, Emotional Intelligence, Lifelong Learning, Critical Thinking, Active Listening, Decision Making, Problem Solving, Willingness To Learn, Communication, Stress Management, Resilience, Adaptability
状态：新状态：免费试用您将获得的技能: Healthcare Ethics, Health Informatics, Machine Learning, Deep Learning, Machine Learning Software, Clinical Informatics, Statistical Machine Learning, Convolutional Neural Networks, Data Preprocessing, Predictive Modeling, Electronic Medical Record System, Machine Learning Algorithms, Recurrent Neural Networks (RNNs), Model Evaluation, Data Analysis
状态：新状态：免费试用您将获得的技能: Recurrent Neural Networks (RNNs), Transfer Learning, Tensorflow, Artificial Neural Networks, Embeddings, Keras (Neural Network Library), Deep Learning, Time Series Analysis and Forecasting, Image Analysis, Classification Algorithms, Convolutional Neural Networks, Natural Language Processing, Computer Vision, Forecasting, Supervised Learning, Machine Learning Algorithms, Machine Learning, Predictive Analytics, Model Evaluation, Predictive Modeling
状态：免费试用Google Cloud
您将获得的技能: Feature Engineering, Responsible AI, Generative AI, Model Deployment, Tensorflow, Google Cloud Platform, Keras (Neural Network Library), Data Preprocessing, Data Quality, MLOps (Machine Learning Operations), Exploratory Data Analysis, Machine Learning, Applied Machine Learning, Model Evaluation, Scikit Learn (Machine Learning Library), Data Cleansing, Prompt Engineering, Cloud Deployment, Data Strategy, Cloud Computing
状态：免费试用Alberta Machine Intelligence Institute
您将获得的技能: 数据收集, 数据伦理, 数据质量, 监督学习, 业务要求, 案例研究, 机器学习, 应用机器学习, 机器学习算法, 无监督学习, 人工智能, 数据预处理, 产品生命周期管理, 商业分析
状态：免费试用Imperial College London
您将获得的技能: 微积分, 线性代数, Python 程序设计, 统计, 无监督学习, 数据预处理, Jupyter, NumPy, 降维, 功能工程, 高等数学
总之，以下是 10 最受欢迎的 unsupervised learning 课程
- Gamification Learning with Genially: Coursera
- 在线培训和学习: University of Leeds
- 用于人工智能、机器学习和深度学习的 TensorFlow 简介: DeepLearning.AI
- 优化机器学习性能: Alberta Machine Intelligence Institute
- 部署机器学习模型: University of California San Diego
- 强化学习Qwik Start: Google Cloud
- Start Your Lifelong Learning: Accenture
- Machine Learning for Medical Data : SkillUp
- Deep Learning with TensorFlow: Packt
- Machine Learning on Google Cloud: Google Cloud
