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Hands-On Training Use of Advanced Tools in Pest and Disease Predictive Modeling
March 1, 2021 @ 8:00 am - March 5, 2021 @ 5:00 pm
1-5 March 2021, Jointly organized by UAS, Bengaluru & ICRISAT, Patancheru Maximum Participants: 30 members (Selection based on invitation. Email: caastngt1d@gmail.com)
Venue: Department of Plant Pathology, CoA UAS, GKVK, Bengaluru, Karnataka
Workshop content and resource persons
Data Science and Machine learning (Mr Rajshekarappa, SAS Institute, Bengaluru, Karnataka)
- Introduction to data science and machine learning
- Data preparation, manipulation and management
- Data analysis and visualization
- Correlation, linear regression, logistic regression, time series forecasting and model fitting
- Validating and implementing the model
- Data mining and machine learning – decision tree, random forest, SVM
SAS (Dr Amrender Kumar Jha, IARI, New Delhi)
Overview of SAS Syntax, PROC statement, options and graphics
- Overview of SAS
- Syntax, PROC statement, options and graphics
- Weather Indices (WI) based models for pest and diseases forecasting
- Overview of CLIMEX-DYMEX
- Fitting CLIMEX models and matching climates
- Variable and building/ modifying a models
Target Participants: Researchers with basic knowledge of coding and predictive analytics
