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 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

Universidad de los Andes
您将获得的技能: Product Management, Organizational Strategy, Engineering Management, Technology Strategies, Business Modeling, Project Management, Prototyping, Project Management Life Cycle, Environmental Social And Corporate Governance (ESG), Project Management Institute (PMI) Methodology, Feasibility Studies, Vibrations, Financial Statements, Systems Thinking, Environmental Management Systems, Cyber Security Strategy, Operations Research, Project Risk Management, Team Management, Operational Efficiency
获得学位
学位 · 1-4 年

您将获得的技能: New Product Development, Research Methodologies, Intellectual Property, Innovation, Performance Measurement, Design Thinking, Value Propositions, Financial Modeling, Private Equity, Social Media Strategy, Business Modeling, Team Building, Active Listening, Sustainable Business, Business Planning, Business Strategy, Social Impact, Supplier Relationship Management, Ideation, Entrepreneurship
获得学位
学位 · 1-4 年

您将获得的技能: Power BI, Microsoft Copilot, Cost Control, Data Lakes, Microsoft Azure, Data Architecture, Process Improvement and Optimization, Process Optimization, Performance Tuning, Real Time Data, Data Modeling, Enterprise Architecture, SQL, Natural Language Processing
中级 · 课程 · 1-3 个月
Universidad de los Andes
您将获得的技能: User Story, Test Automation, Unified Modeling Language, Software Architecture, Version Control, Software Testing, Continuous Integration, Agile Methodology, Test Data, Maintainability, Test Script Development, JavaScript Frameworks, Software Design, Usability, Web Content Accessibility Guidelines, System Testing, Angular, Agile Software Development, Application Design, Software Design Patterns
提供的学分
MasterTrack · 6-12 个月
Emory University
您将获得的技能: 时间序列分析和预测, 客户获取管理, 模型评估, 预测, 微软Excel, 回归分析, 留住客户, 客户分析, 消费者行为, 营销分析, 客户需求规划, 营销效果, 营销
中级 · 课程 · 1-4 周

Vanderbilt University
您将获得的技能: Generative Model Architectures, Generative AI, Model Deployment, Model Evaluation, Prompt Engineering, Applied Machine Learning, LLM Application, Retrieval-Augmented Generation, Artificial Intelligence
初级 · 课程 · 1-4 周
您将获得的技能: Responsible AI, Google Gemini, Customer Analysis, Marketing Analytics, Generative AI, AI Enablement, Governance, Artificial Intelligence, AI Security, Sales Strategy, AI Personalization, Customer Insights, Marketing Strategies, ChatGPT, Marketing Effectiveness, Forecasting, Automation, Analysis, Process Optimization, Visualization (Computer Graphics)
中级 · 课程 · 1-3 个月

您将获得的技能: Regression Analysis, Exploratory Data Analysis, Model Evaluation, Scikit Learn (Machine Learning Library), Supervised Learning, Applied Machine Learning, Machine Learning, Data Preprocessing, Deep Learning, Statistical Analysis, Data Analysis, Artificial Neural Networks, Data Import/Export, Matplotlib, Python Programming
初级 · 指导项目 · 不超过 2 小时
Stanford University
您将获得的技能: 概率与统计, 概率分布, 图论, 贝叶斯网络, Machine Learning 方法, 统计方法, 马尔可夫模型, 应用机器学习, 机器学习算法, 统计推理, Algorithm, 计算思维, 抽样(统计)
高级设置 · 课程 · 1-3 个月

Dartmouth College
您将获得的技能: Operations Research, Analytics, Business Analytics, Process Optimization, Data-Driven Decision-Making, Strategic Decision-Making, Data Science, Feature Engineering, Complex Problem Solving, Logistics, Model Evaluation, Python Programming, Decision Making, Cloud Computing
中级 · 课程 · 1-3 个月

您将获得的技能: Model Evaluation, Scikit Learn (Machine Learning Library), Regression Analysis, Performance Tuning, Applied Machine Learning, Machine Learning Methods, Machine Learning, Bayesian Statistics, Data Analysis
初级 · 指导项目 · 不超过 2 小时