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Advancing Dairy Management with Artificial Intelligence · LearnSpace
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Advancing Dairy Management with Artificial Intelligence

Курс от University of Illinois Urbana-Champaign
Средний≈ 11.2 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

By completing this course, you will gain a solid understanding of the basics of AI and its role in dairy systems. You will learn to identify key data types used in dairy analytics, such as production, health, and nutrition data. Additionally, you will explore AI applications in various aspects of dairy systems and discuss current AI applications in the dairy industry. This course, led by Dr. Isabella Condotta, offers a unique opportunity to understand how AI can revolutionize dairy data analysis. You will explore AI models for health monitoring, sensor technologies, and predictive models. The course also covers biomarker profiling to assess cow health and nutrition, and a systems approach to nutritional management for optimal production. Join us to gain cutting-edge insights into AI applications in dairy systems and enhance your ability to make data-driven decisions for improved dairy management. This course is part of the College of ACES suite of online programs, including the graduate certificate, "Dairy Nutrition for Udder Success" that can be stacked toward an advanced degree in the College of ACES. To learn more about online programs from the College of ACES and explore ways to apply your Coursera work toward a degree program at the University of Illinois, visit ACES Online @ aces.illinois.edu/online.

Навыки, которые вы освоите

Decision Support SystemsPredictive AnalyticsPredictive ModelingEmerging TechnologiesInternet Of ThingsData ManagementData CollectionArtificial IntelligenceSupervised LearningHealth AssessmentData-Driven Decision-MakingMachine LearningMachine Learning MethodsAnalyticsNutritional AssessmentNutrition and DietData Analysis

Программа курса

4 модулей · 66 учебных материалов

01Orientation & Module 1 | Introduction to Artificial Intelligence in Dairy Farming22 материалов

About the Course

Course OverviewВидеоMeet Your Instructor | Isabella C.F.S. CondottaВидеоSyllabusЧтениеLearn More About Flexible PathwaysЧтение

Учитесь у экспертов

Isabella C.F.S Condotta

Assistant Professor

Advancing Dairy Management with Artificial Intelligence
В каталоге вашей программы

Инвестируйте в себя

Новые знания — в удобное для вас время.

Начать на Coursera

Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 11.2 ч

4 модулей

Язык: Английский

Субтитры: Венгерский

Часть программы вашего университета
Orientation QuizЗадание

About Your Classmates

Updating Your ProfileЧтениеGetting to Know Your ClassmatesОбсуждение

Module 1 | Overview

Module 1 | OverviewВидео

1.1 | What is Artificial Intelligence?

Definition of Artificial IntelligenceВидеоHistory of Artificial IntelligenceВидеоArtificial Intelligence in Various IndustriesВидео

1.2 | AI in Agriculture: An Overview

Key Applications and Benefits of Artificial Intelligence in AgricultureВидеоDairy Farming 2.0: Milking the Potential of Artificial IntelligenceЧтение

1.3 | Key Artificial Intelligence Technologies in Dairy Farming

Machine Learning and Computer VisionВидеоIoT and Data AnalyticsВидеоWearable vs. Non-Wearable SensorsВидеоInvited Review: Examples and Opportunities for Artificial Intelligence (AI) in Dairy Farms.Чтение

1.4 | Benefits and Challenges of Artificial Intelligence in Dairy

Artificial Intelligence Ethics and Responsible Use in AgricultureВидеоArtificial Intelligence's Impact on Farm Operations and LaborВидеоThe Future of Dairy Farming: Embracing Automation, AI, and SustainabilityЧтение

Module 1 | Conclusion

Module 1 | Wrap-upВидеоModule 1 | Knowledge CheckЗадание
02Module 2 | Data Collection and Management in Dairy Farming13 материалов

Module 2 | Overview

Module 2 | OverviewВидео

2.1 | Types of Dairy Data

Overview and Importance of Dairy Data TypesВидеоData Visualization for Dairy Decision-Making Видео

2.2 | Data Collection Methods

Traditional Data Collection MethodsВидеоModern Data Collection TechnologiesВидео

2.3 | Data Management Tools

Data Management PracticesВидеоBest Practices for Data Quality and IntegrityВидеоAgricultural Data Management and Sharing: Best Practices and Case StudyЧтение

2.4 | Ensuring Data Quality and Integrity

The Lifecycle of Dairy Data: From Collection to Decision-MakingВидеоLegal and Ethical Considerations in Data CollectionВидеоArtificial Intelligence and Sensor Technologies in Dairy Livestock Export: Charting a Digital TransformationЧтение

Module 2 | Conclusion

Module 2 | Wrap-upВидеоModule 2 | Knowledge CheckЗадание
03Module 3 | Artificial Intelligence Techniques for Dairy Data Analysis12 материалов

Module 3 | Overview

Module 3 | OverviewВидео

3.1 | Introduction to Machine Learning

Fundamentals of Machine LearningВидеоTypes of Machine Learning ModelsВидео

3.2 | Supervised vs. Unsupervised Learning

Supervised Learning Techniques ВидеоUnsupervised Learning TechniquesВидеоReinforcement Learning Techniques Видео

3.3 | Applying Machine Learning to Dairy Data

Introduction to Deep Learning in Dairy FarmingВидеоApplications of Deep Learning in Dairy FarmingВидео

3.4 | Case Studies: AI in Dairy Farming

Machine Learning ProcessВидеоMachine Learning in Dairy FarmsЧтение

Module 3 | Conclusion

Module 3 | Wrap-UpВидеоModule 3 | Knowledge CheckЗадание
04Module 4 | Predictive Analytics and Decision Support Systems & Conclusion19 материалов

Module 4 | Overview

Module 4 | OverviewВидео

4.1 | What is Predictive Analytics?

Definition and Core ConceptsВидеоImportance and Applications in Dairy FarmingВидеоUnderstanding Predictive Analytics: Uses, Tools, and TechniquesЧтение

4.2 | Building Predictive Models

Steps for Building Predictive ModelsВидеоTools for Predictive ModelingВидео

4.3 | Decision Support Systems in Dairy Farming

Overview of Decision Support SystemsВидеоImplementing Decision Support Systems on Dairy FarmsВидеоAI-Driven Decision Support SystemsЧтение

4.4 | Future Trends in AI for Dairy Farming

Balancing Efficiency with Animal WelfareВидеоThe Future of Precision SystemsВидеоDairy Processors Look to Optimize Operations with AIЧтение

Module 4 | Conclusion

Module 4 | Wrap-upВидеоModule 4 | Knowledge CheckЗадание

Course Wrap-Up & Final Assessment

Course SummaryВидеоFinal AssessmentЗаданиеCongratulations!ЧтениеStack Your Course Certificate toward Graduate CourseworkЧтениеGetting Your Course CertificateЧтение