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。

您将获得的技能: 3D Modeling, Visualization (Computer Graphics), Animation and Game Design, Design Elements And Principles, Creative Design
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Retrieval-Augmented Generation, Large Language Modeling, Embeddings, Vector Databases, Semantic Web, Generative AI, Artificial Intelligence, Google Cloud Platform, Natural Language Processing
中级 · 课程 · 1-4 周

您将获得的技能: Flutter (Software), Google Gemini, Generative AI, Generative AI Agents, Mobile Development, AI Workflows, LLM Application, Mobile Development Tools, Google Cloud Platform, Vector Databases
初级 · 课程 · 1-3 个月

Coursera
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Kubernetes, Gemini, Google Cloud Platform, Generative AI, Infrastructure as Code (IaC), Cloud Deployment, AI Workflows, Cloud Infrastructure
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

您将获得的技能: Responsible AI, Data Ethics, AI Security, Model Evaluation, Artificial Intelligence, Model Deployment, Machine Learning, Software Documentation
中级 · 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: 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

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

Universidad de los Andes
您将获得的技能: Supervised Learning, Unsupervised Learning, Classification Algorithms, Artificial Intelligence, Dimensionality Reduction, Anomaly Detection, Machine Learning, Data Ethics, Linear Algebra, Regression Analysis, Model Evaluation, Responsible AI, Embedded Systems, Natural Language Processing, Computer Vision, Image Analysis, Applied Machine Learning, Machine Learning Algorithms, Bayesian Statistics, Applied Mathematics
提供的学分
MasterTrack · 6-12 个月

University of Leeds
您将获得的技能: Data Ethics, Data Presentation, Statistical Machine Learning, Regression Analysis, Data Storytelling, Exploratory Data Analysis, Bayesian Statistics, Data Analysis, Statistical Methods, Model Evaluation, Statistical Visualization, Classification And Regression Tree (CART), Supervised Learning, Network Analysis, Statistical Hypothesis Testing, Data Preprocessing, Web Scraping, Statistical Modeling, Linear Algebra, Python Programming
获得学位
学位 · 1-4 年