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。

Ball State University
您将获得的技能: Data Ethics, Machine Learning Algorithms, Data Collection, Supervised Learning, SQL, Unsupervised Learning, Graph Theory, Software Development Methodologies, Financial Statement Analysis, Statistical Hypothesis Testing, Statistical Methods, Data Wrangling, SAS (Software), Object Oriented Programming (OOP), Spatial Analysis, Text Mining, Statistical Software, R Programming, Artificial Intelligence, Natural Language Processing
获得学位
学位 · 1-4 年
University of Illinois at Urbana-Champaign
您将获得的技能: Operations Management, Supply Chain, Continuous Improvement Process, Operations, Process Improvement, Supply Chain Management, Instructional Design, Learning Management Systems, Education Software and Technology, Quality Management, Lean Manufacturing, Change Management, Business Technologies, Collaborative Software, Augmented and Virtual Reality (AR/VR), Solution Design, Technology Strategies, Learning Strategies, Systems Analysis, System Implementation
提供的学分
MasterTrack · 6-12 个月
University of London
您将获得的技能: Virtual Reality, Game Design, Full-Stack Web Development, Mobile Development, Human Computer Interaction, Agile Software Development, Animations, Data Ethics, Event-Driven Programming, Git (Version Control System), Web Applications, Incident Response, Data Science, Natural Language Processing, Unsupervised Learning, Combinatorics, Database Design, Web Development, Generative AI, Usability Testing
提供的学分
研究生证书 · 6-12 个月

您将获得的技能: Prompt Engineering, Canva (Software), Content Creation, Generative AI, Quality Control, Creative Design, Artificial Intelligence, Design Strategies, Marketing Materials, Ethical Standards And Conduct, Content Strategy
初级 · 课程 · 1-4 周

Skillshare
您将获得的技能: Photo Editing, Typography, Graphics Software, Editing, Color Theory, Image Quality, Automation
初级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Threat Modeling, Threat Management, Security Strategy, Responsible AI, Data Security, Cloud Security, AI Product Strategy, Information Systems Security, Application Security, Data Ethics, Security Controls, Infrastructure Security, Artificial Intelligence, Security Engineering, Cyber Risk, Generative AI, Machine Learning
初级 · 课程 · 1-4 周
Universidad de los Andes
您将获得的技能: Social Network Analysis, Systems Thinking, Data Storytelling, Unsupervised Learning, Computer Vision, Deep Learning, Reinforcement Learning, Financial Statement Analysis, Time Series Analysis and Forecasting, Predictive Modeling, Project Management Life Cycle, Marketing Analytics, MLOps (Machine Learning Operations), Statistical Analysis, Descriptive Analytics, Strategic Decision-Making, Simulations, Random Forest Algorithm, Operations Research, Stakeholder Engagement
获得学位
学位 · 1-4 年


Google Cloud
您将获得的技能: Google Gemini, Google Cloud Platform, Big Data, Business Intelligence, Generative AI, Customer Relationship Management, Predictive Modeling, Artificial Intelligence and Machine Learning (AI/ML), SQL, Data Analysis, Python Programming
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Google Gemini, Marketing Analytics, Generative AI, Customer Analysis, Customer Insights, Big Data, Marketing Strategies, Customer Data Management, Forecasting, Predictive Analytics, Data Analysis, Artificial Intelligence and Machine Learning (AI/ML)
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Data Lakes, Data Warehousing, Data Architecture, Data Governance, Data Infrastructure, Google Cloud Platform, Data Management, Cloud Storage, Big Data, Applied Machine Learning, Data Processing, SQL, Scalability
中级 · 课程 · 1-3 个月

您将获得的技能: Responsible AI, Data Ethics, Open Source Technology, Google Cloud Platform, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Data Quality
中级 · 课程 · 1-3 个月