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Bridging Data and Practice for Personalized Nutrition

Bridging Data and Practice for Personalized Nutrition

本课程是 Personalized Nutrition, Policy, and Food Regulations 专项课程的一部分

位教师：Sharon M. Donovan

包含在中

了解更多

4个模块

深入了解一个主题并学习基础知识。

中级等级

推荐体验

1 周完成

在 10 小时一周

灵活的计划

自行安排学习进度

4个模块

深入了解一个主题并学习基础知识。

中级等级

推荐体验

1 周完成

在 10 小时一周

灵活的计划

自行安排学习进度

要了解的详细信息

可分享的证书

添加到您的领英档案

作业

6 项作业

授课语言：英语（English）

了解顶级公司的员工如何掌握热门技能

了解关于 Coursera for Business 的更多信息

Petrobras, TATA, Danone, Capgemini, P&G 和 L'Oreal 的徽标

积累特定领域的专业知识

本课程是 Personalized Nutrition, Policy, and Food Regulations 专项课程专项课程的一部分

在注册此课程时，您还会同时注册此专项课程。

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4个模块

Explore the ethical considerations and applications of AI in personalized nutrition with insights from global experts. Learn how big data and predictive algorithms can revolutionize dietary recommendations. The course covers innovative methods for collecting nutrition data, such as continuous glucose monitors, and provides insights into nutrition research study designs. Address consumer barriers to interpreting test results and examine various personalized nutrition products and services. The role of medical professionals, including doctors and registered dietitians, is highlighted. Finally, the course looks ahead to the future of personalized nutrition, discussing democratization, partnership creation, and the components of the personalized nutrition ecosystem. This comprehensive exploration will equip you with a deep understanding of how AI can enhance dietary recommendations and improve overall health outcomes.

单元详情

Welcome to the course orientation and Module 1 | Data Collection and Analysis for Personalized Nutrition. The orientation will help you obtain the technical skills required for the course. This module delves into personalized nutrition data collection and study design and the critical role of behavioral data in tailoring nutritional advice. You will explore the ethical implications of AI in this field, understand how AI processes large datasets to develop predictive algorithms, and learn about advanced tools like continuous glucose monitors. Furthermore, you will explore the research methodologies that form the foundation of nutritional studies.

涵盖的内容

16个视频8篇阅读材料2个作业1个讨论话题

16个视频总计63分钟

Course Overview3分钟
Instructor Bio | Dr. Sharon Donovan 1分钟
Expert Guest Lecturer Bio | Dr. Mariette Abrahams1分钟
Expert Guest Lecturer Bio | Dr. Joshua Anthony 2分钟
Module Overview2分钟
How do Researchers Conduct Studies to Learn About Nutrition? with Sharon Donovan10分钟
Clinical Research Incorporating an Interdisciplinary Perspective with Naiman Khan4分钟
Use of Continuous Glucose Monitoring in Healthy Individuals with Mariette Abrahams6分钟
Research Highlight - Hannah Holscher3分钟
Important New Approaches to Personalized Nutrition Data with Purna Kashyap2分钟
How Can we Better Capture and Use Behavioral Data to Advance Personalized Nutrition?9分钟
Overview of Artificial Intelligence, Machine Learning, and Statistics with Ruoqing Zhu5分钟
Ethics of Artificial Intelligence with Mariette Abrahams7分钟
How is artificial intelligence enhancing the development of the Personalized Nutrition field? with Purna Kashyap2分钟
How should we evaluate artificial intelligence products? with Sunnie Southern5分钟
Module Summary1分钟

8篇阅读材料总计110分钟

Syllabus10分钟
Learn More About Flexible Pathways10分钟
Updating Your Profile10分钟
NIH All of Us Research Program 15分钟
Explore the Personalized Nutrition Expert Bios 10分钟
Personalized Nutrition and Multiomics Analyses - A Guide for Nutritionists30分钟
Explore UIUC Expert Profiles 10分钟
The Ethics of AI at the Intersection of Nutrition and Behavior15分钟

2个作业总计60分钟

Graded Assignment 30分钟
Orientation Quiz30分钟

1个讨论话题总计10分钟

Getting to Know Your Classmates10分钟

In this module, you will explore the challenges consumers face in interpreting and applying test results, understand their needs and preferences in personalized nutrition, and classify the various companies offering these products and services. Additionally, you will gain a comprehensive overview of the types of personalized nutrition products and services available in the market today.

涵盖的内容

10个视频3篇阅读材料1个作业

10个视频总计58分钟

Module Overview2分钟
Types of Personalized Nutrition Products and Services with Mariette Abrahams4分钟
Types of Personalized Nutrition Products and Services with Josh Anthony8分钟
What Direct-To-Consumer Products are Available? with Alison Steiber and Purna Kashyap4分钟
How Should We Evaluate Products for Consumers? with Sunnie Southern5分钟
What Consumers Want4分钟
Consumer Attitudes and Behaviors: Results of nlumn Research8分钟
What do consumers want? with Tristin Brisbois1分钟
So I Bought a Kit, How do I Interpret the Results? Panel Discussion21分钟
Module Summary1分钟

3篇阅读材料总计60分钟

CGM Use in Healthy Individuals - Hype, Hope or Necessity?15分钟
The Evolution of Personalised Nutrition: Personalised Nutrition Market and Business Models30分钟
Whitepaper: The PREDICT Program15分钟

1个作业总计30分钟

Module 2 Quiz 30分钟

Great work! You are almost there! Module 3 will help you appreciate the opportunities and challenges of integrating personalized nutrition into modern medical practice. You will discover more on leveraging personalized nutrition knowledge and technology to effectively guide and engage clients and understand the pivotal role personalized nutrition plays in dietetics practice.

涵盖的内容

11个视频4篇阅读材料1个作业

11个视频总计45分钟

Module Overview2分钟
The Role of the Registered Dietitian in Personalized Nutrition with Sharon Donovan6分钟
How do Researchers Conduct Studies to Learn about Nutrition? with Sharon Donovan6分钟
The Role of the Registered Dietitian in Personalized Nutrition with Alison Steiber2分钟
Why is it Important for Practitioners and Clinicians to Update and Integrate Personalized Nutrition Knowledge Into Their Practice? with Sunnie Southern2分钟
What Dietary Advice Would you Give to Consumers? with Alison Steiber2分钟
How are we Able to Improve Outcomes Today Compared to 10 Years Ago? with Sunnie Southern2分钟
Adopting Personalized Nutrition into Health Care with Purna Kashyap2分钟
Personalized Nutrition in Medical Practice with Purna Kashyap4分钟
Is Personalized Nutrition Ready for Application in Clinical Settings? Panel Discussion16分钟
Module Summary2分钟

4篇阅读材料总计55分钟

Nutritional Genomics - Systematic Review20分钟
Mayo Clinic Researchers Pave the Way for Individualized Obesity Therapy, Tailoring Interventions to a Person’s Needs10分钟
Personalized Nutrition: Taking Diet Science to the Next Level15分钟
Personalised Nutrition Technologies: a New Paradigm for Dietetic Practice and Training in a Digital Transformation Era10分钟

1个作业总计30分钟

Module 3 Quiz 30分钟

Nice work! You are at the finish line. In Module 4 you will explore the concept of democratizing personalized nutrition and appreciate the future opportunities and challenges in this evolving field. You will also learn how to create and sustain successful partnerships and gain a comprehensive understanding of the personalized nutrition ecosystem.

涵盖的内容

11个视频5篇阅读材料2个作业

11个视频总计52分钟

Module Overview1分钟
Elements of a Personalized Nutrition Ecosystem7分钟
Creating and Maintaining Personalized Nutrition Partnerships6分钟
The Future of Personalized Nutrition with Mariette Abrahams3分钟
The Future of Personalized Nutrition with Josh Anthony11分钟
What are the Greatest Personalized Nutrition Opportunities?6分钟
What are the Greatest Personalized Nutrition Challenges?3分钟
What is Democratization of Personalized Nutrition and Why is it Important?5分钟
What are the Most Important Steps to Help Consumers Better Understand the Potential Benefits on Personalized Nutrition? with Tristin Brisbois4分钟
Module Summary2分钟
Course Summary3分钟

5篇阅读材料总计75分钟

Perspective: Council for Responsible Nutrition Science in Session. Optimizing Health with Nutrition—Opportunities, Gaps, and the Future30分钟
The Rise of Self-Diagnostics: 'The Future of Nutrition is Hyper-Personalized'15分钟
Congratulations!10分钟
Stack Your Course Certificate toward Graduate Coursework10分钟
Getting Your Course Certificate10分钟