Agricultural Data Analytics
AI tutor
Syllabus
How to succeed
Feedback
Module 7: Field-Level Data
Field-Level Data
Title page
Module 1: Introduction to Excel
1
Getting Started with Excel
2
Working with Data in Excel
3
Describing Data
Module 2: Introduction to R
4
Getting Started with R
5
Loading Data and Packages in R
6
Data Manipulation
Module 3: Getting and Combining Data
7
Getting Data
8
Cleaning Data
9
Merging Data
Module 4: Graphing
10
Graphing best practices
11
Graphing in Excel
12
Graphing in R
Module 5: Using Artificial Intelligence
Using Artificial Intelligence
Module 6: Spatial Data and Mapping
Spatial Data and Mapping
Module 7: Field-Level Data
Field-Level Data
Module 8: External Spatial Data
External Spatial Data
Module 9: Thinking About Modelling Data
Thinking About Modelling Data
Module 10: Correlation and Simple Linear Models
Correlation and Simple Linear Models
Module 11: Advanced Visualization and Interactive Displays
Advanced Visualization and Interactive Displays
Module 12: Communicating and Delivering Results
Communicating and Delivering Results
Test Bank
Module 1 - Test bank
Module 2 - Test bank
Module 3 - Test bank
Module 4 - Test bank
Labs
Module 1 lab: getting started in Excel
Module 2 lab: getting started in R
Module 3 lab: getting data in, cleaning it and joining it
Module 4 lab: making charts people can read
References
Feedback
Syllabus
How to succeed
Lab: getting started in R
Appendices
Data Appendix
Module 7: Field-Level Data
Field-Level Data
Field-Level Data
This module opens later in the term. Its chapters will appear here when it does.
Spatial Data and Mapping
External Spatial Data