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: Technical Design
您将获得的技能: 3D Modeling, 3D Assets, Computer Graphic Techniques, Virtual Reality, Game Design
Google Cloud
您将获得的技能: Large Language Modeling, Natural Language Processing, Transfer Learning, Embeddings, Model Evaluation
Google Cloud
您将获得的技能: Model Deployment, Recurrent Neural Networks (RNNs), Tensorflow, Keras (Neural Network Library), Generative Model Architectures, Machine Learning Methods
您将获得的技能: AI Security, Responsible AI, Information Privacy, Cloud Security, Google Cloud Platform, Data Security, Artificial Intelligence and Machine Learning (AI/ML), Data Governance, Identity and Access Management, Encryption
Google Cloud
您将获得的技能: AI Security, Threat Management, Security Strategy, Responsible AI, Data Security, Personally Identifiable Information, Security Management, Security Controls, Infrastructure Security, Artificial Intelligence, Cyber Risk, Machine Learning
您将获得的技能: API Design, Query Languages, Business Logic, Software Architecture
Google Cloud
您将获得的技能: Jupyter, MLOps (Machine Learning Operations), Google Cloud Platform, Model Deployment, Machine Learning, Development Environment, Collaborative Software, Exploratory Data Analysis
Universidad de los Andes
您将获得的技能: Social Network Analysis, Data Presentation, Systems Thinking, Unsupervised Learning, Deep Learning, Reinforcement Learning, Natural Language Processing, Computer Vision, Predictive Modeling, Time Series Analysis and Forecasting, Project Management Life Cycle, MLOps (Machine Learning Operations), Logistic Regression, Cash Flows, Descriptive Analytics, Marketing Analytics, Strategic Decision-Making, Transfer Learning, Simulation and Simulation Software, Dashboard
状态：职业准备就绪University of Huddersfield
您将获得的技能: Linear Algebra, Computational Logic, Graph Theory, Statistical Software, Theoretical Computer Science, Integral Calculus, Matplotlib, Data Structures, Calculus, R Programming, Logical Reasoning, Differential Equations, Data Visualization Software, Applied Mathematics, Bayesian Statistics, Advanced Mathematics, Python Programming, Data Analysis, Mathematical Modeling, Numerical Analysis
状态：职业准备就绪University of North Texas
您将获得的技能: Operations Management, Model Evaluation, Arbitration, Leadership Studies, Compensation and Benefits, Organizational Change, Event Management, Grammar, Sales Process, Data Visualization, Marketing Planning, Design Thinking, Public Policies, Probability & Statistics, Global Marketing, Cultural Diversity, Digital Media Strategy, Music History, Social Justice, Nutrition and Diet
Pontificia Universidad Católica de Chile
您将获得的技能: Model Evaluation, Supervised Learning, Predictive Analytics, Data Cleansing, Data Visualization, Matplotlib, Exploratory Data Analysis, Unsupervised Learning, Dimensionality Reduction, Data Science, Descriptive Analytics, Predictive Modeling, Plot (Graphics), Data Analysis, Pandas (Python Package), Data-Driven Decision-Making, Time Series Analysis and Forecasting, Machine Learning Algorithms, Visualization (Computer Graphics), Scientific Visualization
总之，以下是 10 最受欢迎的 unsupervised learning 课程
- Advanced Machinery Details & Shading Techniques: Packt
- Blender Geometry Nodes – Procedural Bridge Basics: Packt
- Transformer Models and BERT Model - Deutsch: Google Cloud
- Encoder-Decoder Architecture - 日本語版: Google Cloud
- Responsible AI for Developers: Privacy & Safety - 简体中文: Google Cloud
- Pengantar Keamanan di Dunia AI: Google Cloud
- API Integration and Extending Strapi: Packt
- Vertex AI에서 노트북 작업하기: Google Cloud
- Maestría en Inteligencia Analítica de Datos: Universidad de los Andes
- BSc Data Science: University of Huddersfield
