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。

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

您将获得的技能: Google Gemini, Generative AI, Google Cloud Platform, Customer Relationship Management, Predictive Modeling, SQL, Big Data, Workflow Management, Artificial Intelligence, Python Programming
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Responsible AI, Generative AI, Google Cloud Platform, Large Language Modeling, Data Quality, LLM Application, Artificial Intelligence, Data Ethics, Machine Learning
初级 · 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

Capitals Coalition
您将获得的技能: Stakeholder Engagement, Stakeholder Analysis, Environmental Social And Corporate Governance (ESG), Corporate Sustainability, Business Risk Management, Sustainable Business, Business Valuation, Cost Benefit Analysis, Natural Resource Management, Human Capital, Case Studies, Decision Making, Project Scoping
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Google Gemini, Generative AI, Large Language Modeling, Prompt Engineering, LLM Application, Responsible AI, Google Cloud Platform, Data Pipelines, Big Data, Natural Language Processing, Machine Learning Algorithms
高级设置 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Jupyter, MLOps (Machine Learning Operations), Google Cloud Platform, Artificial Intelligence and Machine Learning (AI/ML), Data Analysis
初级 · 课程 · 1-4 周

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

您将获得的技能: Responsive Web Design, Web Design and Development, Hypertext Markup Language (HTML), Web Applications, Interactive Data Visualization, Cascading Style Sheets (CSS), Infographics, Javascript, Data Validation, Web Content, Event-Driven Programming, Animations
混合 · 课程 · 1-4 周

Pearson
您将获得的技能: Network Troubleshooting, Cloud Computing, Cloud Management, Security Controls, Cloud Security, Hardware Troubleshooting, Capacity Management, Scenario Testing, Application Security, Automation, Performance Tuning, Performance Testing, Data Security, Network Security, Application Deployment, Configuration Management
初级 · 课程 · 1-4 周

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

您将获得的技能: C and C++, C++ (Programming Language), System Programming, Object Oriented Programming (OOP), Code Review, Software Documentation, Computer Programming, Data Structures
初级 · 课程 · 1-4 周