Prescriptive Analytics Project Ideation is about the art of transforming data into actionable optimal strategies. This course begins with an overview of prescriptive analytics, exploring key methods like optimization and simulations. You'll then delve into real-world applications across various industries, with applications in investing and staffing optimization. The course also includes a comprehensive sprint phase for problem identification and solutions mapping, culminating in a final project plan review and insights from industry experts.

Prescriptive Analytics Project Ideation
本课程是 Analytics Project Ideation 专项课程 的一部分

位教师:Soumya Sen
访问权限由 New York State Department of Labor 提供
您将获得的技能
- Solution Design
- Complex Problem Solving
- Simulations
- Process Mapping
- Analytics
- Process Optimization
- Business Analysis
- Operational Analysis
- Staff Management
- Capacity Planning
- Operations Research
- Portfolio Management
- Investment Management
- Project Planning
- Advanced Analytics
- Project Scoping
- Production Planning
- Needs Assessment
- 技能部分已折叠。显示 10 项技能,共 18 项。
要了解的详细信息

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8 项作业
了解顶级公司的员工如何掌握热门技能

积累特定领域的专业知识
- 向行业专家学习新概念
- 获得对主题或工具的基础理解
- 通过实践项目培养工作相关技能
- 获得可共享的职业证书

该课程共有5个模块
涵盖的内容
3个视频
This module introduces prescriptive analytics, covering key methods like optimization and simulations, and the essential features of optimization problems. It also explores practical applications of prescriptive analytics across various industries, including manufacturing, supply chain, marketing, finance, transportation, and logistics.
涵盖的内容
8个视频2个作业
This module delves into optimization and simulations, starting with investment optimization through SCQ analysis and solution overview. It then covers staffing level optimization, including problem analysis and solutions. The module concludes with an introduction to discrete event simulations.
涵盖的内容
7个视频2个作业
This module focuses on high-level needs identification, starting with understanding process maps, identifying business needs, and prioritizing them using PICK charts. It then moves to SCQ analysis for airline operations, introducing the situation, challenges, and key questions. Finally, it addresses breaking down problems into subproblems, identifying common themes, and constructing an issue tree.
涵盖的内容
9个视频2个作业
This module begins with results mapping, focusing on aligning methods with key questions. It then moves to outcome sketches, where goals and constraints are identified. The module concludes with a final project plan review and insights from an industry expert on optimization in the airline industry.
涵盖的内容
6个视频2个作业
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