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。

您将获得的技能: Model Evaluation, Generative AI, Continuous Monitoring, Google Cloud Platform, Responsible AI, MLOps (Machine Learning Operations), Predictive Modeling
中级 · 课程 · 1-4 周

Northwestern University
您将获得的技能: Robotics, Machine Controls, Automation Engineering, Mathematical Modeling, Torque (Physics), Mechanics, Control Systems, Mathematical Software, Mechanical Engineering, Engineering, Simulation and Simulation Software, Engineering Analysis, Applied Mathematics
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Prompt Engineering, LLM Application, Google Gemini, Prompt Patterns, Generative AI, Retrieval-Augmented Generation, Large Language Modeling, Google Cloud Platform, Embeddings
中级 · 课程 · 1-3 个月

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

您将获得的技能: 3D Assets, 3D Modeling, Data Import/Export, Graphics Software, File Management, Computer Graphic Techniques
混合 · 课程 · 1-3 个月

Pontificia Universidad Católica de Chile
您将获得的技能: Predictive Analytics, Unsupervised Learning, Data Cleansing, Matplotlib, Model Evaluation, Regression Analysis, Dimensionality Reduction, Data Analysis, Descriptive Analytics, Supervised Learning, Plot (Graphics), Exploratory Data Analysis, Data Science, Visualization (Computer Graphics), Pandas (Python Package), Data Visualization, Time Series Analysis and Forecasting, Predictive Modeling, Statistical Machine Learning, Data Visualization Software
提供的学分
MasterTrack · 6-12 个月

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

Google Cloud
您将获得的技能: AI Security, Responsible AI, Security Strategy, Data Security, Security Management, Personally Identifiable Information, Information Systems Security, Enterprise Security, Threat Modeling, Security Controls, Risk Management Framework, Artificial Intelligence
初级 · 课程 · 1-4 周

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