Professional Certificate in Regression: Agri Data Innovations
-- ViewingNowThe Professional Certificate in Regression: Agri Data Innovations is a course designed to equip learners with essential data analysis skills in the agricultural industry. This program highlights the importance of regression analysis in agricultural data innovations, addressing key challenges and opportunities in this field.
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⢠Unit 1: Introduction to Regression Analysis in Agri Data Innovations
⢠Unit 2: Descriptive Statistics and Data Preprocessing for Agri Data
⢠Unit 3: Simple Linear Regression and Model Evaluation
⢠Unit 4: Multiple Linear Regression and Feature Selection
⢠Unit 5: Polynomial and Interaction Regression in Agri Data
⢠Unit 6: Regularization Techniques: Ridge, Lasso, and Elastic Net
⢠Unit 7: Advanced Regression Topics: Time Series and Panel Data Analysis
⢠Unit 8: Real-world Applications of Regression in Agriculture
⢠Unit 9: Communicating Regression Results and Report Writing
⢠Unit 10: Ethical Considerations and Best Practices in Agri Data Regression
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