模型验证课程可以帮助您学习统计技术、性能指标、过拟合预防和交叉验证方法。您可以掌握评估模型准确性、理解偏差-方差权衡以及实施稳健验证框架的技能。许多课程介绍了 R、Python 等工具以及 scikit-learn 和 TensorFlow 等专门库,这些工具支持将这些验证技术应用于传统统计模型和人工智能 (AI) 应用中使用的模型。

Google Cloud
您将获得的技能: Google Gemini, Generative AI, Multimodal Prompts, Google Cloud Platform, LLM Application, Model Evaluation, Application Programming Interface (API), Application Development
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Jupyter, MLOps (Machine Learning Operations), Google Cloud Platform, Model Deployment, AI Workflows, Data Preprocessing, Computing Platforms
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Data Analysis, Applied Machine Learning, Model Deployment, Machine Learning, Predictive Modeling, Machine Learning Algorithms
初级 · 课程 · 1-4 周

Coursera
高级设置 · 课程 · 1-4 周

您将获得的技能: Google Gemini, Generative AI, LLM Application, Google Cloud Platform, Application Development, Application Programming Interface (API), Model Evaluation
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Big Data, Data Analysis, Google Cloud Platform, Applied Machine Learning, Statistical Inference, Machine Learning Methods, SQL, Model Deployment
初级 · 课程 · 1-4 周

Birla Institute of Technology & Science, Pilani
您将获得的技能: Program Development, Distributed Computing, Performance Testing, Algorithms, Computer Hardware, C (Programming Language)
中级 · 课程 · 1-3 个月
University of Colorado Boulder
您将获得的技能: Machine Learning Algorithms, Real-Time Operating Systems, Big Data, User Research, User Experience Design, Product Development, User Experience, Power Electronics, User Interface and User Experience (UI/UX) Design, Usability, Verification And Validation, Data Preprocessing, Analytics, Control Systems, Embedded Software, Internet Of Things, Machine Controls, Engineering, Scientific, and Technical Instruments, Human Computer Interaction, Embedded Systems
提供的学分
研究生证书 · 6-12 个月

Pontificia Universidad Católica de Chile
您将获得的技能: Predictive Analytics, Unsupervised Learning, Data Cleansing, Plot (Graphics), Data Visualization, Matplotlib, Exploratory Data Analysis, Supervised Learning, Model Evaluation, Dimensionality Reduction, Data Analysis, Data Science, Descriptive Analytics, Visualization (Computer Graphics), Scientific Visualization, Pandas (Python Package), Data-Driven Decision-Making, Time Series Analysis and Forecasting, Predictive Modeling, Machine Learning Algorithms
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, Model Evaluation, Event-Driven Programming, Git (Version Control System), Web Applications, Incident Response, Data Science, Natural Language Processing, Combinatorics, Database Design, Data Visualization, Web Development, Generative AI
提供的学分
研究生证书 · 6-12 个月

Google Cloud
您将获得的技能: AI Security, Google Gemini, Google Cloud Platform, Cloud Security, Cloud Deployment, Security Controls, Vulnerability Assessments, Threat Detection, System Configuration
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: MLOps (Machine Learning Operations), Jupyter, Model Deployment, Google Cloud Platform, Machine Learning, Data Preprocessing, Virtual Environment, Development Environment
初级 · 课程 · 1-4 周