Feature Engineering 课程可以帮助您学习将原始数据 Transformer 为有意义的特征、选择相关变量和创建新特征以提高模型性能的技术。您可以掌握数据预处理、处理缺失值以及利用领域知识增强特征集的技能。

Google Cloud
您将获得的技能: Generative AI, AI Personalization, Web Content, Google Cloud Platform, Prompt Engineering, User Experience Design, Unstructured Data
初级 · 课程 · 1-4 周

Universidad de los Andes
您将获得的技能: User Story, Data Presentation, Business Modeling, Process Analysis, Product Lifecycle Management, Engineering Management, Financial Statement Analysis, Software Architecture, Artificial Intelligence, Project Management, Feasibility Studies, Risk Analysis, Crisis Management, Agile Project Management, Cash Flows, Blockchain, Service Design, Security Requirements Analysis, Project Portfolio Management, Generative AI
获得学位
学位 · 1-4 年

Google Cloud
您将获得的技能: Unit Testing, Gemini, Integrated Development Environments, Code Review, Software Development Tools, Maintainability, Software Testing, Application Development, Software Documentation, Debugging
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Unit Testing, Google Gemini, Code Review, Software Development Tools, Integrated Development Environments, Application Development, Software Testing, Software Documentation, Debugging
初级 · 课程 · 1-4 周

Universidad de los Andes
您将获得的技能: Real-Time Operating Systems, Supervised Learning, Semantic Web, Unsupervised Learning, Data Presentation, LLM Application, Cloud-Native Computing, Computer Vision, Reinforcement Learning, Natural Language Processing, Classification Algorithms, Biomedical Engineering, Site Reliability Engineering, Artificial Intelligence, Project Risk Management, Recurrent Neural Networks (RNNs), Data Ethics, Cash Flows, Model Deployment, Linear Algebra
获得学位
学位 · 1-4 年

Google Cloud
您将获得的技能: Retrieval-Augmented Generation, Vector Databases, Embeddings, Gemini, Generative AI, Prompt Engineering, LLM Application, Responsible AI, Google Cloud Platform
高级设置 · 课程 · 1-4 周
Universidad de los Andes
您将获得的技能: Supervised Learning, User Story, Unsupervised Learning, Data Presentation, Test Automation, LLM Application, Agile Software Development, Process Analysis, Cloud-Native Computing, Technology Strategies, Organizational Strategy, Classification Algorithms, Dashboard, Game Design, Design Thinking, Site Reliability Engineering, API Design, Software Architecture, Wireframing, Project Risk Management
获得学位
学位 · 1-4 年

Google Cloud
您将获得的技能: Gemini, Generative AI, Google Cloud Platform, Multimodal Prompts, LLM Application, Cloud API, Application Development, Application Programming Interface (API), Prompt Engineering, Model Evaluation
初级 · 课程 · 1-4 周
Universidad de los Andes
您将获得的技能: User Story, Version Control, Test Automation, Git (Version Control System), Software Architecture, Continuous Integration, Software Testing, Test Driven Development (TDD), Test Data, Maintainability, Test Script Development, Software Design, Usability, System Testing, Web Content Accessibility Guidelines, Agile Software Development, Quality Assurance, Angular, Application Design, Software Design Patterns
提供的学分
MasterTrack · 6-12 个月

Google Cloud
您将获得的技能: Kubernetes, Google Gemini, Google Cloud Platform, Application Deployment, Cloud Infrastructure, Infrastructure as Code (IaC), Cloud Applications, Prompt Engineering, Unix Shell
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: AI Security, Large Language Modeling, Open Web Application Security Project (OWASP), Application Security, Model Deployment, Security Controls, Security Software, Prompt Engineering, Data Security, Integration Testing, API Testing, Application Programming Interface (API), System Configuration
初级 · 课程 · 1-3 个月

您将获得的技能: Dataflow, Data Pipelines, Debugging, Data Integrity, Data Processing, Continuous Deployment, System Monitoring, Performance Tuning, Unit Testing, Disaster Recovery, Google Cloud Platform
高级设置 · 课程 · 1-3 个月