IIT Kharagpur offers Free Online Course on Machine Learning For Soil And Crop Management

IIT Kharagpur is inviting applications for Machine Learning For Soil And Crop Management Course through NPTEL.

IIT Kharagpur is accepting applications for Free Online Course on Machine Learning For Soil And Crop Management.

Course Details:

It is essential to upgrade traditional farming practices and prepare for a technological revolution to develop eco-friendly systems for enhancing crop productivity. This course aims to cover the various applications of machine learning and deep learning methods for better soil and crop management.

Who Can Apply?

This course is specifically designed for those undergraduate students who wish to understand and apply their knowledge of machine learning, deep learning, digital soil mapping, image processing, and portable sensors for developing an integrated and advanced soil and crop management system.

What all you will get to learn in IIT Kharagpur Free Course on Machine Learning For Soil And Crop Management?

• General Overview Of Ml And Dl Applications In Agriculture
• Basics Of Multivariate Data Analytics
• Principal Component Analysis And Regression Applications In Agriculture
• Applications Of Classification And Clustering Methods In Agriculture
• Diffuse Reflectance Spectroscopy: Basics And Applications For Crop And Soil
• General Overview Of Ml And Dl Applications In Agriculture
• Basics Of Multivariate Data Analytics
• Principal Component Analysis And Regression Applications In Agriculture
• Applications Of Classification And Clustering Methods In Agriculture
• Diffuse Reflectance Spectroscopy: Basics And Applications For Crop And Soil
• Use Of Ml For Portable Proximal Soil And Crop Sensors
• Ml And Dl For Soil And Crop Image Processing
• Uav And Ml Applications In Agriculture
• Hyperspectral Remote Sensing And Ml Applications In Agriculture
• Digital Soil Mapping 

Duration: 12 weeks Start Date: 24 Jan 2022 End date: 15 April 2022

The course is free to enroll and learn from. But if you want a certificate, you have to register and write the proctored exam conducted by them in person at any of the designated exam centers. The exam is optional for a fee of Rs 1000/- 

How to Apply?

Eligible & eligible candidates can apply through NPTEL website

For more details regarding the course, please go through the Official Notification.