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。
University of Illinois at Urbana-Champaign
获得学位
学位 · 1-4 年

Universidad de los Andes
您将获得的技能: User Story, Continuous Integration, Unified Modeling Language, Business Modeling, Process Analysis, CI/CD, Test Driven Development (TDD), Business Process Modeling, Corporate Communications, Risk Analysis, Engineering Management, Financial Statement Analysis, Software Architecture, IT Management, Blockchain, Service Design, Agile Project Management, Application Security, Product Management, AI Product Strategy
获得学位
学位 · 1-4 年
Universidad de los Andes
您将获得的技能: User Story, Continuous Integration, Unified Modeling Language, Software Testing, Test Automation, CI/CD, Test Driven Development (TDD), Software Architecture, Maintainability, JavaScript Frameworks, Software Design, Usability, Unit Testing, Acceptance Testing, Web Content Accessibility Guidelines, Regression Testing, Angular, Agile Software Development, Application Design, Software Design Patterns
提供的学分
MasterTrack · 6-12 个月
Universidad de los Andes
您将获得的技能: Social Network Analysis, Systems Thinking, Data Storytelling, Unsupervised Learning, Risk Analysis, Computer Vision, Deep Learning, Reinforcement Learning, Financial Statement Analysis, Time Series Analysis and Forecasting, Project Management Life Cycle, Marketing Analytics, MLOps (Machine Learning Operations), Statistical Machine Learning, Data Cleansing, Statistical Analysis, Descriptive Analytics, Simulations, Random Forest Algorithm, Operations Research
获得学位
学位 · 1-4 年

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

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

University of Huddersfield
您将获得的技能: Integral Calculus, Matplotlib, Calculus, Differential Equations, Data Visualization Software, Python Programming, Data Analysis, Mathematical Modeling, Engineering Analysis, Applied Mathematics, Data Manipulation, Statistical Analysis, Data Structures, Computer Programming, Pandas (Python Package), Debugging, NumPy, Object Oriented Programming (OOP)
获得学位
学位 · 1-4 年

您将获得的技能: Google Gemini, Unit Testing, Google Cloud Platform, Integrated Development Environments, Code Review, Software Documentation, Debugging, Application Development, Maintainability, Software Testing, Technical Documentation, Software Quality (SQA/SQC)
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: LLM Application, Open Web Application Security Project (OWASP), Large Language Modeling, Prompt Engineering, Application Security, Security Controls, Vulnerability Management, Cloud API, Google Cloud Platform, Security Software, Security Management, Application Programming Interface (API), System Configuration, Safety and Security
初级 · 课程 · 1-3 个月

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

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

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