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。

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

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, Model Evaluation, Web Services, Data Ethics, Apache Spark, Bayesian Statistics, Data Visualization Software, Unsupervised Learning, Linear Algebra, Data Governance, Regression Analysis, Applied Machine Learning, Data Analysis
获得学位
学位 · 1-4 年

Pontificia Universidad Católica de Chile
您将获得的技能: Descriptive Analytics, Business Analytics, Model Evaluation, Data Mining, Logistic Regression, Ggplot2, Dimensionality Reduction, Statistical Modeling, Visualization (Computer Graphics), Big Data, Data-Driven Decision-Making, Data Visualization, Scientific Visualization, Tidyverse (R Package), Predictive Modeling, Predictive Analytics, Data Modeling, Data Visualization Software, Data Analysis, Statistical Visualization
提供的学分
MasterTrack · 6-12 个月

Pontificia Universidad Católica de Chile
您将获得的技能: Database Design, Descriptive Analytics, Business Analytics, Data Mining, Data Ethics, SQL, NoSQL, Query Languages, Digital Transformation, Ggplot2, Big Data, Data-Driven Decision-Making, Data Visualization, Tidyverse (R Package), Predictive Analytics, Data Analysis, Business Strategy, Organizational Strategy, Value Propositions, Competitive Analysis
提供的学分
MasterTrack · 6-12 个月

Clemson University
您将获得的技能: Human Computer Interaction, Large Language Modeling, Dimensionality Reduction, Database Design, Database Management Systems, Generative AI, MySQL, Model Evaluation, Database Theory, Software Development Methodologies, Usability, Reinforcement Learning, Data Preprocessing, Data Mining, Data Structures, Responsible AI, Algorithms, Software Engineering, Artificial Intelligence, Human Factors
获得学位
学位 · 1-4 年
O.P. Jindal Global University
您将获得的技能: Operations Management, Design Thinking, Data Visualization, Active Listening, Business Ethics, Working Capital, Database Management, Sampling (Statistics), Environmental Social And Corporate Governance (ESG), Project Estimation, Business Analytics, Financial Statement Analysis, Global Marketing, Financial Accounting, Predictive Analytics, Marketing Planning, Human Resources Management and Planning, Internet Of Things, Big Data, Regression Analysis
获得学位
学位 · 1-4 年

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

Google Cloud
您将获得的技能: Open Web Application Security Project (OWASP), AI Security, LLM Application, Large Language Modeling, Application Security, Secure Coding, Google Cloud Platform, Vulnerability Assessments, Application Programming Interface (API), API Design
初级 · 课程 · 1-3 个月

Northeastern University
您将获得的技能: Database Design, Software Quality Assurance, Enterprise Architecture, Open Web Application Security Project (OWASP), Data Governance, Database Theory, User Research, Stakeholder Engagement, Algorithms, Agile Software Development, Software Development Life Cycle, Unified Modeling Language, Software Architecture, Cybersecurity, Responsive Web Design, Java, Cascading Style Sheets (CSS), Agile Methodology, Object Oriented Programming (OOP), Data Ethics
获得学位
学位 · 1-4 年

University of Colorado Boulder
您将获得的技能: User Story, Supplier Management, Project Schedules, Sustainability Reporting, Project Closure, Engineering Management, Financial Analysis, Milestones (Project Management), Stakeholder Analysis, Financial Statement Analysis, Project Scoping, Cost Estimation, Personal Development, Team Leadership, Resilience, Agile Project Management, Capital Budgeting, Self-Awareness, Project Risk Management, Financial Modeling
提供的学分
研究生证书 · 6-12 个月

University of Huddersfield
您将获得的技能: Linear Algebra, Computational Logic, Graph Theory, Statistical Software, Theoretical Computer Science, Integral Calculus, Matplotlib, Data Structures, Calculus, R Programming, Logical Reasoning, Differential Equations, Data Visualization Software, Applied Mathematics, Bayesian Statistics, Advanced Mathematics, Python Programming, Data Analysis, Mathematical Modeling, Numerical Analysis
获得学位
学位 · 1-4 年

Coursera
您将获得的技能: Model Deployment, Generative AI, Performance Tuning, Model Evaluation, Cross Platform Development, PyTorch (Machine Learning Library), Cloud Deployment, Applied Machine Learning, Application Performance Management, Development Environment, Hardware Architecture
中级 · 课程 · 1-4 周