Modules / Lectures


Sl.No Chapter Name MP4 Download
1Lecture 01:General Overview of ML and DL Applications in AgricultureDownload
2Lecture 02: General Overview of ML and DL Applications in Agriculture(Contd.)Download
3Lecture 03: General Overview of ML and DL Applications in Agriculture(Contd.)Download
4Lecture 04: General Overview of ML and DL Applications in Agriculture(Contd.)Download
5Lecture 05: General Overview of ML and DL Applications in Agriculture(Contd.)Download
6Lecture 06: Basics of Multivariate Data AnalyticsDownload
7Lecture 07: Basics of Multivariate Data Analytics (Contd.)Download
8Lecture 08: Basics of Multivariate Data Analytics (Contd.)Download
9Lecture 09: Basics of Multivariate Data Analytics (Contd.)Download
10Lecture 10: Basics of Multivariate Data Analytics (Contd.)Download
11Lecture 11: Principal Component Analysis and Regression Applications in AgricultureDownload
12Lecture 12: Principal Component Analysis and Regression Applications in Agriculture (Contd.)Download
13Lecture 13: Principal Component Analysis and Regression Applications in Agriculture (Contd.)Download
14Lecture 14: Principal Component Analysis and Regression Applications in Agriculture (Contd.)Download
15Lecture 15: Principal Component Analysis and Regression Applications in Agriculture (Contd.)Download
16Lecture 16: Applications of Classification and Clustering Methods in AgricultureDownload
17Lecture 17: Applications of Classification and Clustering Methods in Agriculture (Contd.)Download
18Lecture 18: Applications of Classification and Clustering Methods in Agriculture (Contd.)Download
19Lecture 19: Applications of Classification and Clustering Methods in Agriculture (Contd.)Download
20Lecture 20: Applications of Classification and Clustering Methods in Agriculture (Contd.)Download
21Lecture 21: Diffuse Reflectance Spectroscopy: Basics and Applications for Crop and SoilDownload
22Lecture 22: Diffuse Reflectance Spectroscopy: Basics and Applications for Crop and Soil (Contd.)Download
23Lecture 23: Diffuse Reflectance Spectroscopy: Basics and Applications for Crop and Soil (Contd.)Download
24Lecture 24: Diffuse Reflectance Spectroscopy: Basics and Applications for Crop and Soil (Contd.)Download
25Lecture 25: Diffuse Reflectance Spectroscopy: Basics and Applications for Crop and Soil (Contd.)Download
26Lecture 26: Use of ML for Portable Proximal Soil and Crop SensorsDownload
27Lecture 27: Use of ML for Portable Proximal Soil and Crop Sensors (Contd.)Download
28Lecture 28: Use of ML for Portable Proximal Soil and Crop Sensors (Contd.)Download
29Lecture 29: Use of ML for Portable Proximal Soil and Crop Sensors (Contd.)Download
30Lecture 30: Use of ML for Portable Proximal Soil and Crop Sensors (Contd.)Download
31Lecture 31: ML and DL for Soil and Crop Image ProcessingDownload
32Lecture 32: ML and DL for Soil and Crop Image Processing (Contd.)Download
33Lecture 33: ML and DL for Soil and Crop Image Processing (Contd.)Download
34Lecture 34: ML and DL for Soil and Crop Image Processing (Contd.)Download
35Lecture 35: ML and DL for Soil and Crop Image Processing (Contd.)Download
36Lecture 36: UAV and ML Applications in AgricultureDownload
37Lecture 37: UAV and ML Applications in Agriculture (Contd.)Download
38Lecture 38: UAV and ML Applications in Agriculture (Contd.)Download
39Lecture 39: UAV and ML Applications in Agriculture (Contd.)Download
40Lecture 40: UAV and ML Applications in Agriculture (Contd.)Download
41Lecture 41: Hyperspectral Remote Sensing and ML Applications in AgricultureDownload
42Lecture 42: Hyperspectral Remote Sensing and ML Applications in Agriculture (Contd.)Download
43Lecture 43: Hyperspectral Remote Sensing and ML Applications in Agriculture (Contd.)Download
44Lecture 44: Hyperspectral Remote Sensing and ML Applications in Agriculture (Contd.)Download
45Lecture 45: Hyperspectral Remote Sensing and ML Applications in Agriculture (Contd.)Download
46Lecture 46: Digital Soil Mapping - General OverviewDownload
47Lecture 47: Digital Soil Mapping - General Overview (Contd.)Download
48Lecture 48: Digital Soil Mapping - General Overview (Contd.)Download
49Lecture 49: Digital Soil Mapping - General Overview (Contd.)Download
50Lecture 50: Digital Soil Mapping - General Overview (Contd.)Download
51Lecture 51: Digital Soil Mapping With Continuous VariablesDownload
52Lecture 52: Digital Soil Mapping With Continuous Variables (Contd.)Download
53Lecture 53: Digital Soil Mapping With Continuous Variables (Contd.)Download
54Lecture 54:Digital Soil Mapping With Continuous Variables (Contd.)Download
55Lecture 55: Digital Soil Mapping With Continuous Variables (Contd.)Download
56Lecture 56: Digital Soil Mapping With Categorical VariablesDownload
57Lecture 57: Digital Soil Mapping With Categorical Variables (Contd.)Download
58Lecture 58: Digital Soil Mapping With Categorical Variables (Contd.)Download
59Lecture 59: Digital Soil Mapping With Categorical Variables (Contd.)Download
60Lecture 60: Digital Soil Mapping With Categorical Variables (Contd.)Download

Sl.No Chapter Name English
1Lecture 01:General Overview of ML and DL Applications in AgriculturePDF unavailable
2Lecture 02: General Overview of ML and DL Applications in Agriculture(Contd.)PDF unavailable
3Lecture 03: General Overview of ML and DL Applications in Agriculture(Contd.)PDF unavailable
4Lecture 04: General Overview of ML and DL Applications in Agriculture(Contd.)PDF unavailable
5Lecture 05: General Overview of ML and DL Applications in Agriculture(Contd.)PDF unavailable
6Lecture 06: Basics of Multivariate Data AnalyticsPDF unavailable
7Lecture 07: Basics of Multivariate Data Analytics (Contd.)PDF unavailable
8Lecture 08: Basics of Multivariate Data Analytics (Contd.)PDF unavailable
9Lecture 09: Basics of Multivariate Data Analytics (Contd.)PDF unavailable
10Lecture 10: Basics of Multivariate Data Analytics (Contd.)PDF unavailable
11Lecture 11: Principal Component Analysis and Regression Applications in AgriculturePDF unavailable
12Lecture 12: Principal Component Analysis and Regression Applications in Agriculture (Contd.)PDF unavailable
13Lecture 13: Principal Component Analysis and Regression Applications in Agriculture (Contd.)PDF unavailable
14Lecture 14: Principal Component Analysis and Regression Applications in Agriculture (Contd.)PDF unavailable
15Lecture 15: Principal Component Analysis and Regression Applications in Agriculture (Contd.)PDF unavailable
16Lecture 16: Applications of Classification and Clustering Methods in AgriculturePDF unavailable
17Lecture 17: Applications of Classification and Clustering Methods in Agriculture (Contd.)PDF unavailable
18Lecture 18: Applications of Classification and Clustering Methods in Agriculture (Contd.)PDF unavailable
19Lecture 19: Applications of Classification and Clustering Methods in Agriculture (Contd.)PDF unavailable
20Lecture 20: Applications of Classification and Clustering Methods in Agriculture (Contd.)PDF unavailable
21Lecture 21: Diffuse Reflectance Spectroscopy: Basics and Applications for Crop and SoilPDF unavailable
22Lecture 22: Diffuse Reflectance Spectroscopy: Basics and Applications for Crop and Soil (Contd.)PDF unavailable
23Lecture 23: Diffuse Reflectance Spectroscopy: Basics and Applications for Crop and Soil (Contd.)PDF unavailable
24Lecture 24: Diffuse Reflectance Spectroscopy: Basics and Applications for Crop and Soil (Contd.)PDF unavailable
25Lecture 25: Diffuse Reflectance Spectroscopy: Basics and Applications for Crop and Soil (Contd.)PDF unavailable
26Lecture 26: Use of ML for Portable Proximal Soil and Crop SensorsPDF unavailable
27Lecture 27: Use of ML for Portable Proximal Soil and Crop Sensors (Contd.)PDF unavailable
28Lecture 28: Use of ML for Portable Proximal Soil and Crop Sensors (Contd.)PDF unavailable
29Lecture 29: Use of ML for Portable Proximal Soil and Crop Sensors (Contd.)PDF unavailable
30Lecture 30: Use of ML for Portable Proximal Soil and Crop Sensors (Contd.)PDF unavailable
31Lecture 31: ML and DL for Soil and Crop Image ProcessingPDF unavailable
32Lecture 32: ML and DL for Soil and Crop Image Processing (Contd.)PDF unavailable
33Lecture 33: ML and DL for Soil and Crop Image Processing (Contd.)PDF unavailable
34Lecture 34: ML and DL for Soil and Crop Image Processing (Contd.)PDF unavailable
35Lecture 35: ML and DL for Soil and Crop Image Processing (Contd.)PDF unavailable
36Lecture 36: UAV and ML Applications in AgriculturePDF unavailable
37Lecture 37: UAV and ML Applications in Agriculture (Contd.)PDF unavailable
38Lecture 38: UAV and ML Applications in Agriculture (Contd.)PDF unavailable
39Lecture 39: UAV and ML Applications in Agriculture (Contd.)PDF unavailable
40Lecture 40: UAV and ML Applications in Agriculture (Contd.)PDF unavailable
41Lecture 41: Hyperspectral Remote Sensing and ML Applications in AgriculturePDF unavailable
42Lecture 42: Hyperspectral Remote Sensing and ML Applications in Agriculture (Contd.)PDF unavailable
43Lecture 43: Hyperspectral Remote Sensing and ML Applications in Agriculture (Contd.)PDF unavailable
44Lecture 44: Hyperspectral Remote Sensing and ML Applications in Agriculture (Contd.)PDF unavailable
45Lecture 45: Hyperspectral Remote Sensing and ML Applications in Agriculture (Contd.)PDF unavailable
46Lecture 46: Digital Soil Mapping - General OverviewPDF unavailable
47Lecture 47: Digital Soil Mapping - General Overview (Contd.)PDF unavailable
48Lecture 48: Digital Soil Mapping - General Overview (Contd.)PDF unavailable
49Lecture 49: Digital Soil Mapping - General Overview (Contd.)PDF unavailable
50Lecture 50: Digital Soil Mapping - General Overview (Contd.)PDF unavailable
51Lecture 51: Digital Soil Mapping With Continuous VariablesPDF unavailable
52Lecture 52: Digital Soil Mapping With Continuous Variables (Contd.)PDF unavailable
53Lecture 53: Digital Soil Mapping With Continuous Variables (Contd.)PDF unavailable
54Lecture 54:Digital Soil Mapping With Continuous Variables (Contd.)PDF unavailable
55Lecture 55: Digital Soil Mapping With Continuous Variables (Contd.)PDF unavailable
56Lecture 56: Digital Soil Mapping With Categorical VariablesPDF unavailable
57Lecture 57: Digital Soil Mapping With Categorical Variables (Contd.)PDF unavailable
58Lecture 58: Digital Soil Mapping With Categorical Variables (Contd.)PDF unavailable
59Lecture 59: Digital Soil Mapping With Categorical Variables (Contd.)PDF unavailable
60Lecture 60: Digital Soil Mapping With Categorical Variables (Contd.)PDF unavailable


Sl.No Language Book link
1EnglishNot Available
2BengaliNot Available
3GujaratiNot Available
4HindiNot Available
5KannadaNot Available
6MalayalamNot Available
7MarathiNot Available
8TamilNot Available
9TeluguNot Available