Record Details

Training manual on Data science in Agriculture

KRISHI: Publication and Data Inventory Repository

View Archive Info
 
 
Field Value
 
Title Training manual on Data science in Agriculture
Not Available
 
Creator Rajender Parsad
Alka Arora
Chandan Deb
Sapna Nigam
Upendra Kumar Pradhan
Mrinmoy Ray
 
Subject Data science
Agriculture
 
Description Not Available
Training Manual On Data science in Agriculture has following contents 1.Linear Regression, Multiple Linear Regression, Model Selection Criteria, Regularized Linear Modeling 2. An Overview of Multivariate Statistical Analysis Techniques 3. Linear and Integer programming: concept and its application in agriculture 4. Python 5. Data Handling and Visualization using NumPy, Pandas, Matplotlib and Seaborn 6. Support Vector Machine: A Non-Linear Machine Learning 7. Foundations of Neural Networks Basics and Artificial Neural Networks Concepts 8. Functions, Module, File Handling in Python 9. Deep Learning and Convolutional Neural Networks Architectures 10. Deep Learning using Python Software 11. AI-DISC (Artificial Intelligence Based Disease Identification for Crops): A case study in Data Science 12. Case study in Data Science (Machine Learning) 13. Case study in Data Science (Statistical modelling) 14. Hands on Image Classification using Convolutional Neural Networks
Not Available
 
Date 2024-01-11T12:50:10Z
2024-01-11T12:50:10Z
2023-10-10
 
Type Training Manual
 
Identifier Parsad, R., Arora, A., Deb, C.,Nigam, S.,Pradhan, U.,Ray, M.(2023). Training manual on Data science in Agriculture. ICAR-Indian Agricultural Statistics Research Institute (ICAR-IASRI),New Delhi, India
Not Available
http://krishi.icar.gov.in/jspui/handle/123456789/81241
 
Language English
 
Relation Not Available;
 
Publisher ICAR-IASRI, New Delhi