Predictive Analytics: Case Studies for AI in Agriculture

Predictive Analytics    |    Intermediate
  • 10 videos | 58m 43s
  • Includes Assessment
  • Earns a Badge
Rating 4.4 of 25 users Rating 4.4 of 25 users (25)
Population growth, climate change, and volatile commodity prices risk factors are putting a strain on the agricultural system nowadays. Using artificial intelligence (AI) in agriculture can potentially help mitigate this strain in areas such as yield prediction and disease detection in agriculture. In this course, explore a study that uses machine learning (ML) models for agricultural use cases. Next, explore a specific case study that attempts to predict the yield of maize and soybean crops on various American farms. Finally, examine a study that uses machine learning for pest detection. Upon completion, you'll be able to gather and analyze academic papers on machine learning in agriculture, identify problem categories and solution constructs, and recall common recurring themes in research.

WHAT YOU WILL LEARN

  • Discover the key concepts covered in this course
    Recognize the role of artificial intelligence (ai) in agriculture
    Recall how artificial intelligence can help with agriculture
    Outline the studies performed for ai for agriculture
    Recall studies of crop management and disease detection
  • Identify different studies on managing livestock with ai
    Recognize a study on the process for yield prediction
    Recall the relation between many ai features and crop yield
    Outline a study that detects insects in crops
    Summarize the key concepts covered in this course

IN THIS COURSE

  • 1m 51s
  • 9m 55s
  • Locked
    3.  Adoption of AI in Agriculture Case Study
    5m 34s
  • Locked
    4.  AI for Agriculture Studies
    4m 57s
  • Locked
    5.  Adoption of AI in Agriculture Case Study Findings
    8m 21s
  • Locked
    6.  Livestock Management Studies
    6m
  • Locked
    7.  Yield Prediction Case Study
    6m 21s
  • Locked
    8.  Yield Prediction Case Study Findings
    7m 12s
  • Locked
    9.  Detecting Pests in Crops Case Study
    5m 30s
  • Locked
    10.  Course Summary
    3m 2s

EARN A DIGITAL BADGE WHEN YOU COMPLETE THIS COURSE

Skillsoft is providing you the opportunity to earn a digital badge upon successful completion on some of our courses, which can be shared on any social network or business platform.

Digital badges are yours to keep, forever.

YOU MIGHT ALSO LIKE

Course Generative AI APIs for Practical Applications: An Introduction
Rating 4.6 of 18 users Rating 4.6 of 18 users (18)
Course Developing an AI/ML Data Strategy: Aspects of a Robust AI Strategy
Rating 5.0 of 2 users Rating 5.0 of 2 users (2)
Course Developing an AI/ML Data Strategy: The Data Analytics Maturity Model
Rating 4.6 of 260 users Rating 4.6 of 260 users (260)

PEOPLE WHO VIEWED THIS ALSO VIEWED THESE

Course Predictive Analytics: Applying Clustering to Soil Features & Conditions
Rating 3.0 of 3 users Rating 3.0 of 3 users (3)
Course Microsoft Azure Fundamentals: Managing the Hierarchy
Rating 4.6 of 408 users Rating 4.6 of 408 users (408)
Course Predictive Analytics: Performing Prediction Using Regression
Rating 4.8 of 5 users Rating 4.8 of 5 users (5)