AI for Executives: The Basics gives managers a practical, non-technical introduction to artificial intelligence and machine learning for business decision-making. You’ll learn how AI fits into executive strategy, what ML models can and can’t do, and how to lead data-driven initiatives that create measurable value. Starting with the fundamentals, the course explains algorithms vs. models, core ML tasks, and the lifecycle for building and governing solutions. You’ll then design a data strategy—covering data quality, privacy, and responsible use—before applying techniques such as regression, decision trees, and modern large language models (LLMs) to real executive-level use cases. Finally, you’ll put it together by planning AI pipelines, evaluating model performance and non-functional properties, and knowing when to customize or reuse off-the-shelf models. Hands-on assignments use familiar tools and require no coding. By the end, you’ll be able to map business problems to the right AI approach, communicate with technical teams, and build an informed roadmap for adopting AI across your organization.

AI for Executives: The Basics
本课程是 AI for Executives 专项课程 的一部分
访问权限由 New York State Department of Labor 提供
您将学到什么
Map executive decisions to the right AI/ML methods; distinguish algorithms vs. models.
Build a governance-ready data strategy—data quality, anonymity, and privacy—for AI projects.
Plan AI pipelines and evaluate/select models—including when to reuse LLMs and off-the-shelf options.
您将获得的技能
- Data Quality
- Data-Driven Decision-Making
- Regression Analysis
- Decision Tree Learning
- Business Leadership
- Artificial Intelligence
- Strategic Decision-Making
- Model Deployment
- Transfer Learning
- Predictive Analytics
- Large Language Modeling
- Machine Learning
- Classification Algorithms
- Model Evaluation
- Data Governance
- Data Strategy
- 技能部分已折叠。显示 9 项技能,共 16 项。
要了解的详细信息

添加到您的领英档案
6 项作业
October 2025
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
This module provides a foundational understanding of the crucial role Machine Learning plays in shaping executive decision-making processes. Participants will explore the core concepts of Machine Learning, uncovering its strategic significance in influencing high-level business decisions. The module offers a comprehensive exploration of the fundamental principles that govern the application of Machine Learning in an executive/business context.
涵盖的内容
11个视频7篇阅读材料2个作业1个非评分实验室
涵盖的内容
5个视频2篇阅读材料1个作业1个非评分实验室
涵盖的内容
14个视频14篇阅读材料1个作业2个非评分实验室
涵盖的内容
11个视频12篇阅读材料1个作业
涵盖的内容
4个视频4篇阅读材料1个作业
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