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。

Pontificia Universidad Católica de Chile
您将获得的技能: Descriptive Analytics, Business Analytics, Model Evaluation, Logistic Regression, Dimensionality Reduction, Data Mining, Plot (Graphics), Data Analysis, R Programming, Statistical Modeling, Big Data, Data-Driven Decision-Making, Predictive Modeling, Predictive Analytics, Data Modeling, Analytics, Advanced Analytics, Visualization (Computer Graphics), Scientific Visualization, Data Visualization Software
提供的学分
MasterTrack · 6-12 个月

Google Cloud
您将获得的技能: Google Gemini, Generative AI, Customer Relationship Management, Google Cloud Platform, Big Data, Jupyter, AI Workflows, Artificial Intelligence and Machine Learning (AI/ML), SQL, Model Evaluation, Natural Language Processing
中级 · 课程 · 1-4 周

您将获得的技能: Responsible AI, Data Ethics, Artificial Intelligence, Model Evaluation, Software Visualization, Data Integrity, Machine Learning
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Relational Databases, Database Administration, Google Cloud Platform, Databases, Database Systems, Database Management, SQL, Database Architecture and Administration, Cloud Applications, Data Migration, Database Design, Dataflow, Query Languages, Cloud Management, Application Deployment, Transaction Processing, System Monitoring, Authentications
中级 · 课程 · 1-3 个月

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

您将获得的技能: Responsible AI, Data Ethics, Data Analysis, Data Preprocessing, Data Visualization Software, Artificial Intelligence, Model Evaluation, Model Deployment, Machine Learning, Technical Documentation, Software Documentation
中级 · 课程 · 1-4 周
初级 · 专项课程

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

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: 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

Illinois Institute of Technology
您将获得的技能: Database Design, Statistical Analysis, Time Series Analysis and Forecasting, Relational Databases, Database Systems, Data Analysis, Database Management, NoSQL, Database Theory, Databases, Database Development, SQL, Big Data, Model Evaluation, Apache Hadoop, Recurrent Neural Networks (RNNs), Database Management Systems, Bayesian Statistics, Statistical Inference, Technical Communication
获得学位
学位 · 1-4 年

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