预测建模课程可以帮助您学习统计技术、数据预处理、Regression 分析和时间序列预测。您可以掌握评估模型性能、特征选择和解释结果的技能,从而做出明智的预测。许多课程都会介绍 R、Python 等工具以及 scikit-learn 和 TensorFlow 等专项库,这些工具支持在各行各业实施预测模型和有效应用 AI 技术。

University of Pittsburgh
您将获得的技能: Retrieval-Augmented Generation, LLM Application, Tool Calling, Data Visualization, Predictive Modeling, Database Design, Large Language Modeling, Database Management, Databases, Model Evaluation, Web Services, Data Ethics, Apache Spark, Bayesian Statistics, Data Visualization Software, Linear Algebra, Model Deployment, Data Governance, Regression Analysis, Data Analysis
获得学位
学位 · 1-4 年

您将获得的技能: Retrieval-Augmented Generation, Generative AI, Vector Databases, Gemini, Embeddings, Large Language Modeling, Google Cloud Platform
高级设置 · 课程 · 1-4 周

您将获得的技能: Firewall, Cloud Security, Network Security, Google Cloud Platform, Threat Modeling, Cloud Infrastructure, Infrastructure Security, Cyber Security Assessment, Virtual Networking, Cloud Management, Threat Detection
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: MLOps (Machine Learning Operations), Model Deployment, Google Cloud Platform, Feature Engineering, Data Modeling, Data Storage Technologies, Data Storage, Data Processing, Data Quality
中级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: User Story, New Product Development, Real-Time Operating Systems, Model Based Systems Engineering, Model Evaluation, Field-Programmable Gate Array (FPGA), Failure Analysis, Sustainable Business, Data Mining, Delegation Skills, Object Oriented Design, Sampling (Statistics), Proposal Writing, Supplier Management, Accountability, Data Ethics, Sustainability Reporting, Database Design, Unsupervised Learning, Supervised Learning
获得学位
学位 · 1-4 年

Google Cloud
您将获得的技能: Big Data, Analytics, Data Analysis, Applied Machine Learning, MLOps (Machine Learning Operations), Google Cloud Platform, Machine Learning, Predictive Modeling, SQL
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Generative AI Agents, Prompt Engineering, Retrieval-Augmented Generation, Generative AI, AI Enablement, AI Workflows, Organizational Strategy, Tool Calling, Google Cloud Platform, Large Language Modeling, Change Management, Customer Engagement
初级 · 课程 · 1-3 个月

您将获得的技能: Data Mapping, Extract, Transform, Load, Data Validation, Workflow Management, JSON, Fraud detection, Extensible Markup Language (XML), Metadata Management, Process Design, Data Integration, Data Cleansing, Data Transformation, Data Pipelines, Data Processing, Data Modeling, Data Analysis
混合 · 课程 · 1-4 周

Pontificia Universidad Católica de Chile
您将获得的技能: Large Language Modeling, Database Design, Data Ethics, Customer Analysis, Descriptive Analytics, Revenue Management, FinTech, Spatial Data Analysis, Social Network Analysis, People Analytics, Time Series Analysis and Forecasting, Predictive Analytics, Biostatistics, Social Determinants Of Health, Unsupervised Learning, Gerontology, Governance, Matplotlib, Deep Learning, Bayesian Statistics
获得学位
学位 · 1-4 年

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

您将获得的技能: 3D Modeling, 3D Assets, Computer Graphic Techniques, Virtual Reality, Game Design
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Firewall, Threat Modeling, Network Security, Cloud Security, Network Administration, Cloud Computing, Security Controls
中级 · 课程 · 1-4 周