Did you know that poor data quality costs organizations an average of $15 million annually? This Short Course was created to help digital marketing professionals accomplish reliable, automated reporting that stakeholders can trust for critical business decisions.
只需 199 美元(原价 399 美元)即可通过 Coursera Plus 学习更高水平的技能。立即节省

您将学到什么
Automated reporting workflows eliminate manual errors while ensuring consistent data refresh cycles that support real-time decision-making.
Data validation is not optional but essential—systematic verification processes protect against costly decisions based on inaccurate information.
Effective marketing analytics requires both technical efficiency and data integrity, as speed without accuracy undermines business value.
Documentation of discrepancies creates an audit trail that builds stakeholder confidence and enables continuous process improvement.
您将获得的技能
要了解的详细信息
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2个模块
In this introductory lesson, learners will explore the core principles of zero-shot and few-shot learning, including how they differ from traditional supervised learning. Through clear examples and intuitive analogies, learners will build a foundational understanding of these approaches and why they matter in modern machine learning.
涵盖的内容
2个视频1篇阅读材料2个作业
Learners will implement systematic data validation methodologies to verify marketing KPIs against source data and create comprehensive discrepancy documentation that mirrors real-world data governance practices.
涵盖的内容
1个视频3篇阅读材料2个作业
获得职业证书
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常见问题
To access the course materials, assignments and to earn a Certificate, you will need to purchase the Certificate experience when you enroll in a course. You can try a Free Trial instead, or apply for Financial Aid. The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.
When you enroll in the course, you get access to all of the courses in the Specialization, and you earn a certificate when you complete the work. Your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile.
Yes. In select learning programs, you can apply for financial aid or a scholarship if you can’t afford the enrollment fee. If fin aid or scholarship is available for your learning program selection, you’ll find a link to apply on the description page.
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¹ 本课程的部分作业采用 AI 评分。对于这些作业,将根据 Coursera 隐私声明使用您的数据。








